https://wiki.openmod-initiative.org/api.php?action=feedcontributions&user=Tom+Brown&feedformat=atomwiki.openmod-initiative.org - User contributions [en]2024-03-29T11:47:04ZUser contributionsMediaWiki 1.19.7https://wiki.openmod-initiative.org/wiki/Transmission_network_datasetsTransmission network datasets2022-05-11T09:39:31Z<p>Tom Brown: /* European 50 Hz transmission lines */</p>
<hr />
<div>= Network datasets by region<br/> =<br />
<br />
== Europe<br/> ==<br />
<br />
{| style="width:100%" class="wikitable sortable" cellspacing="1" cellpadding="1" border="1"<br />
|-<br />
! Name<br />
! Version<br />
! <br />
Year<br/><br />
<br />
Published<br />
<br />
! Represented year<br />
! Region<br />
! Num. Substations or Buses<br />
! Num. Lines<br />
! Contains<br />
! Direct download?<br />
! Licence<br />
! Format<br />
|-<br />
| [http://scigrid.de/ SciGRID]<br />
| 0.2<br />
| 2015<br />
| 2015<br/><br />
| Germany, but in principle whole world<br />
| 495<br />
| 825<br />
| Topology, Impedances<br />
| Yes<br />
| Apache Licence, Version 2.0 (code, documentation). ODBL (data)<br/><br />
| CSV (csvdata)<br />
|-<br />
| [http://www.powerworld.com/knowledge-base/updated-and-validated-power-flow-model-of-the-main-continental-european-transmission-network Bialek European Model]<br />
| 2<br />
| 2013<br />
| 2009<br />
| Continental Europe<br />
| 1494 buses<br />
| 2322<br />
| Topology, Impedances, Loads, Generators<br />
| Yes<br />
| Public Domain Dedication<br />
| PowerWorld, Excel<br />
|-<br />
| [http://www2.nationalgrid.com/UK/Industry-information/Future-of-Energy/Electricity-Ten-Year-Statement/ National Grid ETYS 2014 Model]<br />
| <br/><br />
| 2014<br />
| 2014<br />
| Great Britain<br />
| 365<br />
| 316<br />
| Topology, Impedances, Loads, Generators<br/><br />
| Yes<br />
| Unclear<br />
| <br/><br />
|-<br />
| [https://www.apg.at/en/Stromnetz/APG-Netz Austrian Power Network Grid]<br/><br />
| <br/><br />
| 2015<br />
| 2015<br />
| Austria<br />
| <br/><br />
| ~100<br />
| Topology, Impedances<br />
| Yes<br />
| Unclear<br />
| PDF<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 1<br />
| 2015 and before<br />
| 2020?<br />
| Continental Europe?<br />
| 1000s<br />
| 1000s<br />
| Topology, Impedances<br />
| Requires registration<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| CIM<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 2<br />
| 2015<br />
| 2030<br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| Excel<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 3<br />
| 2016<br />
| 2030<br/><br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| Restrictive<br/><br />
| Excel<br/><br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 2<br />
| 2015<br />
| 2030<br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| Excel<br />
|-<br />
| [https://doi.org/10.5281/zenodo.3601881 PyPSA-Eur]<br />
| 0.1.0<br />
| 2020<br/><br />
| 2020<br/><br />
| GB, Ireland, Baltics, Scandinavia, Continental Europe<br/><br />
| 5000<br/><br />
| 6000<br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances, Loads, Generators, Renewable Availability Time Series</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Yes</span><br/><br />
| CC BY 4.0 (Dataset), GNU GPL v3.0 (Code)<br />
| NetCDF, CSV (alternative)<br />
|}<br />
<br />
<br/><br />
<br />
=== SciGRID ===<br />
<br />
[http://scigrid.de/ SciGRID] is a project which started in 2014 and will be running for three years. The aim of SciGRID is to develop an open and free model of the European transmission network based on data from the [http://www.openstreetmap.org/ OpenStreetMap]. It is carried out by [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], an independent non-profit institute at the University of Oldenburg, Germany, and funded by the [https://www.bmbf.de/ German Ministry of Education and Research],&nbsp; and the initiative [http://forschung-stromnetze.info/ Zukunftsfähige Stromnetze].<br />
<br />
An unofficial, post-processed version of SciGRID version 0.2 for Germany with attached load, generation and transformers is available as a [https://github.com/FRESNA/PyPSA/tree/master/examples/scigrid-de PyPSA example], see also [http://pypsa.org/index.html#screenshots-and-example-jupyter-ipython-notebooks screenshots].<br/><br />
<br />
=== GridKit European Dataset ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
=== osmTGmod Model<br/> ===<br />
<br />
[https://github.com/maltesc/osmTGmod osmTGmod] is a load-flow model of the German transmission-gird, based on the free geo-database [http://www.openstreetmap.org/ OpenStreetMap] (OSM). The model, respectively the heuristic abstraction process employs a PostgreSQL-database extended by PostGIS. The key part of the abstraction process is implemented in SQL and ProstgreSQL's procedural language pl/pgSQL. The abstraction and all additional modules are controlled by a Python-environment.<br />
<br />
=== Bialek European Model<br/> ===<br />
<br />
The 2nd version of the [http://www.powerworld.com/knowledge-base/updated-and-validated-power-flow-model-of-the-main-continental-european-transmission-network Bialek European Model] is downloadable as an Excel file and in the format of the proprietary modelling software [http://www.powerworld.com/ PowerWorld]. The model covers voltages from 110 kV (a single line in the Balkans) up to 380 kV. It is released under a Public Domain Dedication.<br/><br />
<br />
The 1st version was released in 2002-2004 and is no longer available (see [http://web.archive.org/web/20100525115039/http://www.see.ed.ac.uk/~jbialek/Europe_load_flow/ Archive mirror]). The 1st version did not contain the Balkans region.<br />
<br />
The methodology and validation for the 1st version of the model can be found in the paper [http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1425573 Approximate model of European interconnected system as a benchmark system to study effects of cross-border trades] by Zhou and Bialek, 2005.<br />
<br />
The model contains the impedances and number of circuits of each line, but not the length (which can in principle be determined from the impedance and number of circuits, given standard line parameters). Only cross-border lines are assigned thermal capacities.<br />
<br />
There is currently no coordinate dataset for the buses. The PowerWorld file contains spatial data, but in an unknown projection. The [https://github.com/nworbmot/georef-bialek/ georef-bialek github project] is an attempt to fix this; there is also a [https://zenodo.org/record/35177 geo-referenced version] from Tue Vissing Jensen.<br />
<br />
=== DIW ELMOD-DE open model of Germany ===<br />
<br />
[http://www.diw.de/de/diw_01.c.528493.de/forschung_beratung/nachhaltigkeit/umwelt/verkehr/energie/modelle/elmod.html#ELMOD-DE ELMOD-DE] is an open model of the German electricity system developed at DIW and TU Berlin, which includes both a model of the high voltage transmission network, power plants, hourly load and weather data for the year 2012 and GAMS code to run linear optimisation simulations. It contains 438 geo-referenced network nodes and 697 transmission lines at 380 kV and 220 kV. Transformers are not modelled but per unit line series impedances are adjusted to the voltage level.<br />
<br />
The model includes 47 pages of documentation.<br />
<br />
The transmission data was, according to the documentation, derived from the VDE and TSO maps and from [http://www.openstreetmap.org/ OpenStreetMap]. The data is provided as-is without the code that generated it.<br />
<br />
=== National Grid Model ===<br />
<br />
[http://www2.nationalgrid.com/UK/Industry-information/Future-of-Energy/Electricity-Ten-Year-Statement/ National Grid Electricity Ten Year Statement 2014 Model]<br />
<br />
Shapefiles and maps of tower, lines, cables and substations [https://www.nationalgridet.com/network-and-assets/network-route-maps here].<br/><br />
<br />
=== Austrian Power Network Grid Model<br/> ===<br />
<br />
[https://www.apg.at/en/Stromnetz/APG-Netz Austrian Power Network Grid]<br/><br />
<br />
<br/><br />
<br />
=== Danish Power Network Grid Model<br/> ===<br />
<br />
[https://en.energinet.dk/Electricity/Energy-data/System-data Danish Transmission network data]<br />
<br />
The data are not directly available, but rather a [https://en.energinet.dk/About-us/Registrations/Formular056 registration form] is required before obtaining access.<br />
<br />
It has features not present in the ENTSO-E STUM (see below):<br />
<br />
*It's a full non-linear model with all the reactive power demand, P and Q capabilities of gens and shunt reactive power compensation.<br />
*It lists the power capabilities of the generators and their fuel type (wind/solar/gas etc), not just the dispatch.<br />
*They seem to have separated RE feed-in from the load, which wasn't the case for STUM where wind and solar are lumped with the load as residual load.<br />
<br />
What's missing are geocoordinates for the substations (which can be read off roughly from the JPG map) and time-dependence of the loads and/or variable generators. For Denmark, which has many CHP units, it would also be useful to know the heat demand and how the CHP units are operated.<br />
<br />
<br/><br />
<br />
=== RTE Network Dataset for France<br/> ===<br />
<br />
[https://clients.rte-france.com/lang/an/visiteurs/vie/indispos_caracteristiques_statiques.jsp RTE network dataset]<br />
<br />
=== Elia Network Dataset for Belgium ===<br />
<br />
[http://www.elia.be/en/grid-data/Grid-Technical-Data Elia network dataset]<br />
<br />
=== TenneT NL Network Dataset for the Netherlands<br/> ===<br />
<br />
[http://www.tennet.org/english/operational_management/transmission_services/Calculated_crossborder_cap/explanatory_documents.aspx TenneT NL]<br />
<br />
=== TenneT DE Network Dataset for Central Germany<br/> ===<br />
<br />
[http://www.tennettso.de/site/Transparenz/veroeffentlichungen/statisches-netzmodell/statisches-netzmodell Tennet DE]<br/><br />
<br />
=== Amprion Network Dataset for Western Germany<br/> ===<br />
<br />
[https://www.amprion.net/Energy-Market/Congestion-Management/Static-Grid-Model/ Amprion], [https://www.amprion.net/Netzausbau/Interaktive-Karte/ interactive map] of the grid extension projects<br/><br />
<br />
=== TransnetBW Network Dataset for Southwest Germany<br/> ===<br />
<br />
[https://www.transnetbw.de/de/strommarkt/engpassmanagement/standards-zukunft TransnetBW]<br/><br />
<br />
=== 50 Hertz Network Dataset for Eastern Germany<br/> ===<br />
<br />
[https://www.50hertz.com/de/Transparenz/Kennzahlen/StatischesNetzmodell 50 Hertz statistisches Netz]<br/><br />
<br />
<br/><br />
<br />
=== Ceps Network Dataset for <span lang="EN-GB">Czec</span>h Republic<br/> ===<br />
<br />
[https://www.ceps.cz/ENG/Cinnosti/Technicka-infrastruktura/Pages/Udaje-o-PS.aspx CEPS]<br/><br />
<br />
=== ENTSO-E Interactive Grid Map ===<br />
<br />
ENTSO-E announced its [https://www.entsoe.eu/map/Pages/default.aspx Interactive ENTSO-E Transmission Network Map] in March 2016.<br />
<br />
The map uses [http://www.openstreetmap.org/ OpenStreetMap] as a background and [https://www.mapbox.com/about/maps/ Mapbox] for displaying the map data.<br />
<br />
The map is based on the ENTSO-E static grid map, which is based on the TSOs' own maps. It is known to be an approximate artistic representation rather than an accurate geographical map. Some power plants may be incorrectly labelled (e.g. fuel type may not be accurate).<br />
<br />
The map includes information on the number of circuits and the voltage levels of transmission lines.<br />
<br />
Information, including all geographical coordinates, can be extracted from the web API, but requires further topological processing to be turned into an electrical network model. Lines need to be connected, etc. The [https://github.com/bdw/GridKit GridKit] project provides code for this purpose and has released an [https://zenodo.org/record/55853 unofficial dataset], which forms an electrical network model complete with buses, links, generators and transformers, full geographic coordinates, as well as all electrical metadata contained in the ENTSO-E map.<br />
<br />
=== ENTSO-E Static Grid Map ===<br />
<br />
ENTSO-E releases [https://www.entsoe.eu/publications/order-maps-and-publications/electronic-grid-maps/Pages/default.aspx maps of the European transmission grid], both electronically and in paper form.<br />
<br />
The maps for the whole ENTSO-E system are in the projection [http://prj2epsg.org/epsg/3034 EPSG 3034], which is a [https://en.wikipedia.org/wiki/Lambert_conformal_conic_projection Lambert Conformal Conic projection]. The lower left corner is approximately at (lon,lat) = (-9.5,28) and the upper left corner is at (75.5,58.5). This was checked in the [https://github.com/nworbmot/georef-bialek/ georef-bialek github project].<br />
<br />
=== ENTSO-E STUM ===<br />
<br />
ENTSO-E makes available a model of the European transmission system. Registration is required to download it on the [https://www.entsoe.eu/stum/ ENTSO-E STUM] page. It is not totally clear what one may and may not do with it (e.g. whether it is possible to publish results derived from it or an aggregation of the nodes, etc.).<br />
<br />
The first version of the model was released in the CIM XML-based format for the old UCTE area. The model was a winter snapshot for 2020, including TYNDP projects. The node names were obscured so that the model was unusable. Line capacities were missing.<br />
<br />
The second version, published in June 2015 as Excel spreadsheets, is more useful. It contains the whole ENTSO-E area with the exception of Norway, Sweden, Cyrus and Iceland. The node names are the same as those used by the TSOs. Quoting from the documentation: "It represents the power system of the ENTSO-E members for 2030 in Vision I of the TYNDP 2014", i.e. it includes planned TYNDP projects. It includes all nodes, lines, transformers and aggregated loads and generators at each node for one snapshot. Line data includes series reactance and resistance, but not line length or capacity or number of circuits or wires per circuit bundle. Geolocation data for the nodes is missing. Node names are recognisable from the substation names on the ENTSO-E map. The model is intended for a linear load flow only. It is not clear which wind/solar/load snapshot the model represents (it is an "exemplary scenario"). Generators are not distinguished by generation source.<br />
<br />
The third version, published in February 2016 as Excel spreadsheets has in addition thermal ratings for most transformers and most transmission lines, along with reactive power feed-in, consumption and compensation, so that a full non-linear power flow can be run on the grid.<br />
<br />
=== ENTSO-E Initial Dynamic Model of Continental Europe ===<br />
<br />
[https://www.entsoe.eu/publications/system-operations-reports/continental-europe/Initial-Dynamic-Model/Pages/default.aspx ENTSO-E Initial Dynamic Model of Continental Europe]<br />
<br />
Requires registration. Can model "the main frequency response of the system as well as the main inter-area oscillation modes".<br />
<br />
=== Flow-based market coupling data by Joint Allocation Office ===<br />
<br />
The joint allocation office hosts various official data (including [http://utilitytool.jao.eu/CascUtilityWebService.asmx?op=GetPTDFEarlyPublicationForAPeriod PTDFs]) around the Flow-based market coupling algorithm in use in Europe.<br />
<br />
[http://utilitytool.jao.eu/ http://utilitytool.jao.eu/]<br />
<br />
[http://utilitytool.jao.eu/CascUtilityWebService.asmx http://utilitytool.jao.eu/CascUtilityWebService.asmx]<br />
<br />
=== PyPSA-Eur: An Open Optimisation Model of the European Transmission System ===<br />
<br />
PyPSA-Eur is a model/dataset of the European power system at the transmission network level.<br />
<br />
The transmission network data is based on a cleaned up extraction of the [https://www.entsoe.eu/map/Pages/default.aspx Interactive ENTSO-E Transmission Network Map], extracted using [https://github.com/bdw/GridKit GridKit].<br />
<br />
The model covers the ENTSO-E area and contains all alternating current lines at and above 220 kV voltage level and all high voltage direct current lines, substations, an open database of conventional power plants, time series for electrical demand and variable renewable generator availability, and geographic potentials for the expansion of wind and solar power.<br />
<br />
The model only includes freely available and open data. It provides a fully automated free software pipeline to assemble the load-flow-ready model from the original datasets. The model is suitable both for operational studies and generation and transmission expansion planning studies.<br />
<br />
Current versions of the code and dataset can be found on zenodo:<br />
<br />
*[https://zenodo.org/record/3603127#.Xhcvdtl7m0I https://zenodo.org/record/3603127#.Xhcvdtl7m0I] (Code)<br />
*[https://zenodo.org/record/3601882#.XhcvqNl7m0J https://zenodo.org/record/3601882#.XhcvqNl7m0J] (Dataset)<br />
<br />
Documentation is available at [https://pypsa-eur.readthedocs.io https://pypsa-eur.readthedocs.io]<br />
<br />
Development takes place on Github at [https://github.com/pypsa/pypsa-eur https://github.com/pypsa/pypsa-eur]<br />
<br />
The netcdf files (.nc) can be imported with PyPSA. Documentation for this is available at [https://pypsa.readthedocs.io/en/latest/import_export.html#import-from-netcdf https://pypsa.readthedocs.io/en/latest/import_export.html#import-from-netcdf].<br />
<br />
Some basic validation is provided in a paper describing the dataset:<br />
<br />
Jonas Hörsch, Fabian Hofmann, David Schlachtberger, and Tom Brown. PyPSA-Eur: An open optimisation model of the European transmission system. Energy Strategy Reviews, 22:207-215, 2018. [https://arxiv.org/abs/1806.01613 https://arxiv.org/abs/1806.01613], [https://doi.org/10.1016/j.esr.2018.08.012 https://doi.org/10.1016/j.esr.2018.08.012].<br />
<br />
<br/><br />
<br />
== Australia<br/> ==<br />
<br />
[https://data.gov.au/dataset/ds-ga-1185c97c-c042-be90-e053-12a3070a969b/details?q=national Lines] and [https://data.gov.au/dataset/ds-ga-13be62a4-4fe3-f812-e053-12a3070a22be/details?q=national substations]<br />
<br />
<br/><br />
<br />
== United States ==<br />
<br />
There is raster graphic of the US transmission grid at [https://www.e-education.psu.edu/geog469/book/export/html/111 https://www.e-education.psu.edu/geog469/book/export/html/111].<br />
<br />
=== Western Electricity Coordinating Council ===<br />
<br />
Apparently there is a a WECC Transmission Expansion Planning Policy Committee (TEPPC) 2024 Common Case GridView dataset, but the exact link seems elusive.<br />
<br />
The WECC [https://www.wecc.biz/TransmissionExpansionPlanning/Pages/Datasets.aspx Transmission Expansion Planning] has links to Excel files.<br />
<br />
=== Western US Power Grid ===<br />
<br />
The [http://nexus.igraph.org/api/dataset_info?id=15&format=html Western US Power Grid dataset] has 4941 nodes and 6594 lines, but apparently these are not well enough labelled to distinguish where and what the nodes/lines are.<br/><br />
<br />
=== GridKit North American Dataset ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
=== US grid dataset by Breakthrough Energy ===<br />
<br />
US grid dataset by Bill Gates' Breakthrough Energy<br />
<br />
* https://science.breakthroughenergy.org/<br />
* Dataset: https://zenodo.org/record/3905429<br />
* https://arxiv.org/abs/2002.06155<br />
<br />
<br />
== Global ==<br />
<br />
=== OpenStreetMap ===<br />
<br />
The global OpenStreetMap (OSM) power grid data is visible at [http://www.itoworld.com/map/4 ITO World Electricity Distribution] and [http://enipedia.tudelft.nl/ Enipedia] has [http://enipedia.tudelft.nl/OpenStreetMap/ nightly extracts of the power grid from OSM].<br />
<br />
=== GridKit Datasets ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
=== IRENA OpenStreetMap Extract ===<br />
<br />
See [http://globalatlas.irena.org/NewsDetailPublic.aspx?id=2278 IRENA News Announcement]<br/><br />
<br />
=== PLEXOS-World ===<br />
<br />
<span style="font-size: 13.6px; background-color: rgb(255, 255, 255);">A global dataset of Net Transfer Capacities between countries and sub-regions as retrieved for the global power system model PLEXOS-World based on the 2015 calendar year is openly available. The dataset can be retrieved at the dedicated&nbsp;</span>[https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/CBYXBY PLEXOS-World Harvard Dataverse.]<br/><br />
<br />
<br />
== Non-Region Specific ==<br />
<br />
=== University of Washington Power Systems Test Case Archive ===<br />
<br />
[http://www.ee.washington.edu/research/pstca/ Power Systems Test Case Archive]<br />
<br />
=== IEEE PES Power Grid Library ===<br />
<br />
[https://power-grid-lib.github.io/ Overview]<br />
<br />
[https://github.com/power-grid-lib/pglib-opf Optimal Power Flow Cases]<br />
<br />
=== RWTH Aachen Transmission Expansion Problem Benchmark Case ===<br />
<br />
RWTH Aachen has published [http://www.ifht.rwth-aachen.de/en/tep A Benchmark Case for Network Expansion], which is "derived from the IEEE 118 bus network and modified in accordance with European standards such as a nominal frequency of 50Hz, the use of conventional voltage levels, and conductor dimensions."<br />
<br />
Registration is required to download the model.<br />
<br />
The paper describing the model is [http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7232601 A benchmark case for network expansion methods], 2015.<br />
<br />
= Other lists of network datasets =<br />
<br />
*[http://enipedia.tudelft.nl/wiki/Electricity_Transmission_Network Enipedia list]<br />
<br />
*[http://enipedia.tudelft.nl/OpenStreetMap/ Nightly extracts of the power grid from OpenStreetMap]<br />
**See the maps at [http://www.itoworld.com/map/106 ITO World Electricity Generation] and [http://www.itoworld.com/map/4 ITO World Electricity Distribution] for a visual overview of what this covers.<br />
**This data is fed into the [http://enipedia.tudelft.nl/Elasticsearch.html search page here] where you locate data on individual power plants.<br />
<br />
*[http://www.maths.ed.ac.uk/optenergy/data/Summary.pdf Edinburgh University list]<br />
<br />
*[https://github.com/ComplexNetTSP/ComplexNetWiki/wiki/2.2.3-PowerGrid- Github repository] of several transmission network models<br/><br />
<br />
*[https://github.com/caesar0301/awesome-public-datasets#complex-networks Github list of complex network datasets]<br />
<br />
<br/><br />
<br />
= Free software for power system analysis =<br />
<br />
[https://github.com/rwl/PYPOWER PyPower] in Python<br/><br />
<br />
[https://github.com/FRESNA/PyPSA PyPSA]: Python for Power System Analysis<br />
<br />
[https://bitbucket.org/harald_g_svendsen/powergama/wiki/Home PowerGAMA] in Python<br />
<br />
[http://www.pserc.cornell.edu/matpower/ MATPOWER] in Matlab or Octave<br />
<br />
[http://sourceforge.net/projects/electricdss/ OpenDSS] in Delphi<br />
<br />
[http://faraday1.ucd.ie/psat.html PSAT] in Matlab or Octave<br />
<br />
[https://github.com/lanl-ansi/PowerModels.jl PowerModels.jl] in Julia<br />
<br />
[https://github.com/wheitkoetter/AutoGridComp AutoGridComp] in Python for the comparison of power grid models<br />
<br />
'''Other lists of power system analysis software'''<br />
<br />
[https://wiki.openelectrical.org/index.php?title=Power_Systems_Analysis_Software https://wiki.openelectrical.org/index.php?title=Power_Systems_Analysis_Software]<br />
<br />
[https://nkloc.wordpress.com/2011/11/11/power-system-simulation-software-list/ https://nkloc.wordpress.com/2011/11/11/power-system-simulation-software-list/]<br />
<br />
[http://www2.econ.iastate.edu/tesfatsi/ElectricOSS.htm http://www2.econ.iastate.edu/tesfatsi/ElectricOSS.htm]<br />
<br />
<br/><br />
<br />
= Typical electrical parameters for transmission infrastructure =<br />
<br />
<br />
== Calculating cable impedances ==<br />
<br />
<span style="font-size: 0.85em;">see [https://www.siechem.com/tech-support/impedance-2/ https://www.siechem.com/tech-support/impedance-2/] (</span>[http://www.openelectrical.org/wiki/index.php?title=Cable_Impedance_Calculations http://www.openelectrical.org/wiki/index.php?title=Cable_Impedance_Calculations], link is broken)<span style="font-size: 0.85em;">&nbsp;and electrical engineering textbooks.</span><br />
<br />
<br/><br />
<br />
'''Referring impedances, i.e.&nbsp;<span style="color: rgb(32, 33, 34); font-family: sans-serif; font-size: 14px; background-color: rgb(255, 255, 255);">convert impedances from one voltage to another</span>:&nbsp;'''<br />
<br />
see [http://openelectrical.org/index.php?title=Referring_Impedances http://openelectrical.org/index.php?title=Referring_Impedances]<br/><br />
<br />
<br />
== Generalities on overhead alternating current transmission lines ==<br />
<br />
=== Three-phase power ===<br />
<br />
In almost all of the world electrical power is transmitted using alternating current with three phases separated by 120 degrees, see [https://en.wikipedia.org/wiki/Three-phase_electric_power Wikipedia: Three-phase electric power].<br />
<br />
For this reason the cables on power lines are bundled in groups of three.<br />
<br />
(Exceptions include: direct current power lines and some [https://en.wikipedia.org/wiki/Railway_electrification_system transmission systems for supplying trains], which are e.g. in Germany two-phase and at 16.7 Hz.)<br />
<br />
Current I and current limits are almost always quoted per phase.<br />
<br />
Voltage in the transmission system is almost always quoted as the phase-to-phase potential difference, often called line-to-line voltage V_{LL}, since this is the easiest value to measure. It is related to the line-to-ground or line-to-neutral potential difference V_{LN} by V_{LL} = \sqrt{3} V_{LN}.<br />
<br />
The apparent power transported in each phase is give by I*V_{LN}, so that for a complete transmission circuit the power is three times this value:<br />
<br />
S = 3*I*V_{LN} = \sqrt(3)*I*V_{LL}<br />
<br />
Often it is assumed that the voltage and current magnitudes are the same in each phase, i.e. that the system is balanced and symmetric. This should be the case in the normal operation of the transmission system. The impedances and limits below are quoted assuming that the system is balanced, so that only positive sequence impedances are given. See [https://en.wikipedia.org/wiki/Symmetrical_components Wikipedia: Symmetrical components].<br />
<br />
In an unbalanced system, the three phases can be described using the positive-, negative- and zero-sequence components, where the impedances are different for each sequence.<br />
<br />
=== Bundled conductors ===<br />
<br />
See [https://en.wikipedia.org/wiki/Overhead_power_line#Bundle_conductors Wikipedia: Overhead power line: Bundle conductors].<br />
<br />
Often the conducting wires for each phase are separated into bundles of several parallel wires, connected at intervals by spacers. This has several advantages: the higher surface area increases the current-carrying capacity, which is limited by the [https://en.wikipedia.org/wiki/Skin_effect skin effect], it reduces inductance and it helps to cool the wires.<br />
<br />
=== Circuits ===<br />
<br />
Each group of three phases is called a circuit. Power-carrying capability can be increased by having several circuits on a single pylon, so that wire bundles always appear in multiples of 3 in power lines.<br />
<br />
<br />
== European 50 Hz transmission lines ==<br />
<br />
The main European alternating current (AC) electricity system is operated at 50 Hz. (Other networks, such as those for electrified trains, operate at other frequencies and some transmission lines use direct current.)<br />
<br />
On the continent AC transmission voltages are typically 220 kV or 380 kV (sometimes quoted as 400 kV, since network operators often run their grid above nominal voltage to reduce network losses).<br />
<br />
220 kV overhead lines are typically configured with a bundle of 2 wires per phase with wires of cross-section Al/St 240/40.<br />
<br />
380 kV overhead lines are typically configured with a bundle of 4 wires per phase with wires of cross-section Al/St 240/40.<br />
<br />
We now list the impedances of the transmission lines, which can be used for example in the [http://www.electrical4u.com/medium-transmission-line/ lumped pi model].<br />
<br />
{| style="width:100%" class="wikitable sortable" cellspacing="1" cellpadding="1" border="1"<br />
|+ Electrical properties for single circuits<br />
|-<br />
! scope="col" | Voltage level (kV)<br />
! scope="col" | Type<br />
! scope="col" | Conductors<br />
! scope="col" | Series resistance (Ohm/km)<br />
! scope="col" | Series inductive reactance (Ohm/km)<br />
! scope="col" | Shunt capacitance (nF/km)<br />
! scope="col" | Current thermal limit (A)<br />
! scope="col" | Apparent power thermal limit (MVA)<br />
|-<br />
| 220<br />
| Overhead line<br />
| 2-wire-bundle Al/St 240/40<br />
| 0.06<br />
| 0.301<br />
| 12.5<br />
| 1290<br />
| 492<br />
|-<br />
| 380<br />
| Overhead line<br />
| 4-wire-bundle Al/St 240/40<br />
| 0.03<br />
| 0.246<br />
| 13.8<br />
| 2580<br />
| 1698<br />
|}<br />
<br />
In the table the thermal limit for the current is calculated as 645 A per wire at an outside temperature of 35&nbsp;degrees Celsius, wind speed of 0.6 m/s and solar insolation typical for Germany.<br />
<br />
The thermal limit for the apparent power S is derived from the per-phase current limit I and the line-to-line voltage V by S = \sqrt{3}VI.<br />
<br />
Sources for the electrical parameters:<br />
<br />
Oeding and Oswald [http://www.springer.com/us/book/9783642192456 Elektrische Kraftwerke und Netze], 2011, Chapter 9<br />
<br />
See also comparable parameters in:<br />
<br />
*[http://www.dena.de/fileadmin/user_upload/Projekte/Energiesysteme/Dokumente/denaVNS_Abschlussbericht.pdf DENA Distribution Network Study], 2012, Table 5.6<br />
*[https://www.diw.de/documents/publikationen/73/diw_01.c.440963.de/diw_datadoc_2014-072.pdf DIW Data Documentation 72], 2014, Table 15, taken from Kießling, F., Nefzger, P., Kaintzyk, U., "Freileitungen: Planung, Berechnung, Ausführung", 2001, Springer<br />
*[https://www.zml.kit.edu/downloads/Elektrische_Energieuebertragung_Leseprobe_Kapitel_2.pdf KIT Electrical Parameters Reading Sample], 2013<br />
<br />
<br />
== European 50 Hz high voltage transformers ==<br />
<br />
Typical 380/220 kV transformers have a nominal power of around 400-500 MVA and a per unit series reactance of around 0.08-0.1.<br />
<br />
#TODO: references<br />
<br />
== Combining electrical parameters for multiple circuits ==<br />
<br />
In the table above, the impedances are quoted for a single circuit. The resistance and inductive reactance decrease proportional to the number of parallel circuits (with small modifications to the inductance due to the different geometry of the parallel circuits). Similarly the capacitance increases proportional to the number of parallel circuits (again, roughly because of changing geometry).<br />
<br />
<br/><br />
<br />
== Standard Test Test Networks ==<br />
<br />
[http://sites.ieee.org/pes-testfeeders/resources/ http://sites.ieee.org/pes-testfeeders/resources/]<br />
<br />
[https://github.com/e2nIEE/pandapower/tree/develop/pandapower/networks https://github.com/e2nIEE/pandapower/tree/develop/pandapower/networks]</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/PodcastsPodcasts2021-06-03T18:02:44Z<p>Tom Brown: /* English */</p>
<hr />
<div><br />
<br />
== English ==<br />
<br />
[https://xenetwork.org/ets/ Energy Transition Show] by Chris Nelder (some content free, some paid)<br />
<br />
[https://redefining-energy.com/ Redefining Energy] by Gerard Reid and Laurent Segalen (twice a week, content free, supported by advertising)<br />
<br />
[https://www.greentechmedia.com/podcast/the-energy-gang The Energy Gang]<br />
<br />
[https://www.youtube.com/c/EngineeringwithRosie/ Engineering with Rosie] (video)<br />
<br />
[https://www.liebreich.com/cleaning-up/ Cleaning Up] by Michael Liebreich (video)<br />
<br />
[https://art19.com/shows/the-interchange The Interchange]<br />
<br />
[https://www.volts.wtf/ Voltscast] by David Roberts<br />
<br />
<br />
== German ==<br />
<br />
[https://www.energyagency.at/petajoule.html Petajoule] by Austrian Energy Agency<br />
<br />
[https://www.enpower-podcast.de/ enPower] by Julius and Markus</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/PodcastsPodcasts2021-06-03T17:58:41Z<p>Tom Brown: Created page with " == English == [https://xenetwork.org/ets/ Energy Transition Show] by Chris Nelder (some content free, some paid) [https://redefining-energy.com/ Redefining Energy] by Gerar..."</p>
<hr />
<div><br />
== English ==<br />
<br />
[https://xenetwork.org/ets/ Energy Transition Show] by Chris Nelder (some content free, some paid)<br />
<br />
[https://redefining-energy.com/ Redefining Energy] by Gerard Reid and Laurent Segalen (twice a week, content free, supported by advertising)<br />
<br />
[https://www.greentechmedia.com/podcast/the-energy-gang The Energy Gang]<br />
<br />
[https://www.youtube.com/c/EngineeringwithRosie/ Engineering with Rosie] (video)<br />
<br />
[https://www.liebreich.com/cleaning-up/ Cleaning Up] by Michael Liebreich (video)<br />
<br />
<br />
== German ==<br />
<br />
[https://www.energyagency.at/petajoule.html Petajoule] by Austrian Energy Agency<br />
<br />
[https://www.enpower-podcast.de/ enPower] by Julius and Markus</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Main_PageMain Page2021-05-08T08:49:53Z<p>Tom Brown: </p>
<hr />
<div><br />
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== Wiki contents ==<br />
</div><br />
*[[Open Models|Models]]<br />
*[[Open model implementations|Model implementations]]<br />
*[[Data|Data]]<br />
*[[Learning materials|Learning materials]]<br />
*[[Choosing a license|Choosing a license]]<br />
*[[Events|Past workshops]]<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|Recent workshop: Aarhus, Denmark, May 2019]]<br />
*[[Open Energy Modelling Workshop - NREL 2019|Recent workshop: NREL, Colorado, USA, September 2019]]<br />
*[[Open Energy Modelling Workshop - Berlin 2020|Recent workshop: Berlin, Germany, January 2020]]<br />
*Next workshop: Date (mid-2020) and venue (within Europe) to be decided<br />
<br />
'''See also'''<br />
<br />
*[[Special:RecentChanges|Recent changes]] for the latest activity on the wiki<br />
<br />
'''Maintenance'''<br />
<br />
*[https://wiki.openmod-initiative.org/index.php?title=Main_Page&action=edit&mode=wysiwyg edit this page]<br />
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__NOTOC____NOEDITSECTION____NOAUTHORLIST__</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-05-08T08:49:06Z<p>Tom Brown: </p>
<hr />
<div><br />
= Introduction<br/> =<br />
<br />
This page lists open implementations of [[Open Models|open modelling frameworks]] for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== Africa-wide ==<br />
<br />
=== CCG Starter Kits for African Countries ===<br />
<br />
[https://www.climatecompatiblegrowth.com/starter-kits/ links to datasets on Zenodo]<br />
<br />
=== PyPSA meets Africa (initiative, no model yet) ===<br />
<br />
[https://max-parzen.github.io/Project_PyPSA_Africa.html PyPSA meets Africa] - initiative started in 2021, looking for volunteers, see [https://www.youtube.com/watch?v=E0V0T4U9nmQ launch video]<br />
<br />
== West African Power Pool (WAPP) Dispa-SET<br/> ==<br />
<br />
[https://zenodo.org/record/2620189#.YETmbtzTVO0 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South African Power Pool (SAPP) Dispa-SET<br/> ==<br />
<br />
[https://doi.org/10.5281/zenodo.4030905 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA<br/> ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br/><br />
<br />
== Kenya<br/> ==<br />
<br />
=== Calliope-Kenya<br/> ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br/><br />
<br />
<br/><br/><br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
<br/><br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== OSeMBE ===<br />
<br />
EU27+CH+NO+UK OSeMOSYS model, power sector only: [https://github.com/HauHe/OSeMBE https://github.com/HauHe/OSeMBE]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES<br/> ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br/><br />
<br />
=== Dispa-SET "Power System Flexibility in a variable climate"<br/> ===<br />
<br />
[https://zenodo.org/record/3775569#.YEOpXdzTWt8 Input files on Zenodo]<br/><br />
<br />
== France<br/> ==<br />
<br />
=== EOLES_elec<br/> ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
<br/><br />
<br />
=== Open Energy Outlook for the United States ===<br />
<br />
[https://openenergyoutlook.org/ https://openenergyoutlook.org/]<br />
<br />
[https://github.com/TemoaProject/oeo https://github.com/TemoaProject/oeo]<br />
<br />
<br/><br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-05-08T08:48:17Z<p>Tom Brown: </p>
<hr />
<div><br />
= Introduction<br/> =<br />
<br />
This page lists open implementations of [Open Models|open modelling frameworks] for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== Africa-wide ==<br />
<br />
=== CCG Starter Kits for African Countries ===<br />
<br />
[https://www.climatecompatiblegrowth.com/starter-kits/ links to datasets on Zenodo]<br />
<br />
=== PyPSA meets Africa (initiative, no model yet) ===<br />
<br />
[https://max-parzen.github.io/Project_PyPSA_Africa.html PyPSA meets Africa] - initiative started in 2021, looking for volunteers, see [https://www.youtube.com/watch?v=E0V0T4U9nmQ launch video]<br />
<br />
== West African Power Pool (WAPP) Dispa-SET<br/> ==<br />
<br />
[https://zenodo.org/record/2620189#.YETmbtzTVO0 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South African Power Pool (SAPP) Dispa-SET<br/> ==<br />
<br />
[https://doi.org/10.5281/zenodo.4030905 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA<br/> ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br/><br />
<br />
== Kenya<br/> ==<br />
<br />
=== Calliope-Kenya<br/> ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br/><br />
<br />
<br/><br/><br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
<br/><br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== OSeMBE ===<br />
<br />
EU27+CH+NO+UK OSeMOSYS model, power sector only: [https://github.com/HauHe/OSeMBE https://github.com/HauHe/OSeMBE]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES<br/> ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br/><br />
<br />
=== Dispa-SET "Power System Flexibility in a variable climate"<br/> ===<br />
<br />
[https://zenodo.org/record/3775569#.YEOpXdzTWt8 Input files on Zenodo]<br/><br />
<br />
== France<br/> ==<br />
<br />
=== EOLES_elec<br/> ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
<br/><br />
<br />
=== Open Energy Outlook for the United States ===<br />
<br />
[https://openenergyoutlook.org/ https://openenergyoutlook.org/]<br />
<br />
[https://github.com/TemoaProject/oeo https://github.com/TemoaProject/oeo]<br />
<br />
<br/><br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/MediaWiki:SidebarMediaWiki:Sidebar2021-05-08T08:46:49Z<p>Tom Brown: </p>
<hr />
<div>*navigation<br />
**mainpage|mainpage-description<br />
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**Transmission_network_datasets|Grid data<br />
**Learning_materials|Learning materials<br />
**Choosing_a_license|Open Licenses<br />
**Open Journals|Journals<br />
**Eprints|Eprints<br />
**Events|Events<br />
***Open Energy Modelling Workshop - Berlin 2020|Berlin Workshop<br />
**Category:Glossary|Glossary<br />
**Special:ListUsers|Openmod user list<br />
*Search<br />
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*Interaction<br />
**recentchanges-url|recentchanges<br />
**randompage-url|randompage<br />
*TOOLBOX<br />
*LANGUAGES</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/MediaWiki:SidebarMediaWiki:Sidebar2021-05-08T08:46:27Z<p>Tom Brown: </p>
<hr />
<div>*navigation<br />
**mainpage|mainpage-description<br />
**Open Models|Models<br />
**Model implementations|Open model implementations<br />
**Data|Data<br />
**Transmission_network_datasets|Grid data<br />
**Learning_materials|Learning materials<br />
**Choosing_a_license|Open Licenses<br />
**Open Journals|Journals<br />
**Eprints|Eprints<br />
**Events|Events<br />
***Open Energy Modelling Workshop - Berlin 2020|Berlin Workshop<br />
**Category:Glossary|Glossary<br />
**Special:ListUsers|Openmod user list<br />
*Search<br />
**Special:Usergallery|User<br />
**Special:Filegallery|Uploads/ Filegallery<br />
**Special:Categories|Categories<br />
**http://help.energypedia.info|Help<br />
*Interaction<br />
**recentchanges-url|recentchanges<br />
**randompage-url|randompage<br />
*TOOLBOX<br />
*LANGUAGES</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-05-08T08:40:36Z<p>Tom Brown: </p>
<hr />
<div><br />
= Introduction<br/> =<br />
<br />
This page lists open implementations of open frameworks for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== Africa-wide ==<br />
<br />
=== CCG Starter Kits for African Countries ===<br />
<br />
[https://www.climatecompatiblegrowth.com/starter-kits/ links to datasets on Zenodo]<br />
<br />
=== PyPSA meets Africa (initiative, no model yet) ===<br />
<br />
[https://max-parzen.github.io/Project_PyPSA_Africa.html PyPSA meets Africa] - initiative started in 2021, looking for volunteers, see [https://www.youtube.com/watch?v=E0V0T4U9nmQ launch video]<br />
<br />
== West African Power Pool (WAPP) Dispa-SET<br/> ==<br />
<br />
[https://zenodo.org/record/2620189#.YETmbtzTVO0 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South African Power Pool (SAPP) Dispa-SET<br/> ==<br />
<br />
[https://doi.org/10.5281/zenodo.4030905 Model inputs and outputs on Zenodo]<br/><br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA<br/> ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br/><br />
<br />
== Kenya<br/> ==<br />
<br />
=== Calliope-Kenya<br/> ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br/><br />
<br />
<br />
<br/><br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
<br/><br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== OSeMBE ===<br />
<br />
EU27+CH+NO+UK OSeMOSYS model, power sector only: [https://github.com/HauHe/OSeMBE https://github.com/HauHe/OSeMBE]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES<br/> ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br/><br />
<br />
=== Dispa-SET "Power System Flexibility in a variable climate"<br/> ===<br />
<br />
[https://zenodo.org/record/3775569#.YEOpXdzTWt8 Input files on Zenodo]<br/><br />
<br />
== France<br/> ==<br />
<br />
=== EOLES_elec<br/> ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
<br/><br />
<br />
=== Open Energy Outlook for the United States ===<br />
<br />
[https://openenergyoutlook.org/ https://openenergyoutlook.org/]<br />
<br />
[https://github.com/TemoaProject/oeo https://github.com/TemoaProject/oeo]<br />
<br />
<br/><br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T14:24:40Z<p>Tom Brown: /* Open Energy Outlook for the United States */</p>
<hr />
<div><br />
= Introduction =<br />
<br />
This page lists open implementations of open frameworks for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br />
<br />
== Kenya ==<br />
<br />
=== Calliope-Kenya ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
<br />
=== Open Energy Outlook for the United States ===<br />
<br />
https://openenergyoutlook.org/<br />
<br />
[https://github.com/TemoaProject/oeo https://github.com/TemoaProject/oeo]<br />
<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T14:24:00Z<p>Tom Brown: </p>
<hr />
<div><br />
= Introduction =<br />
<br />
This page lists open implementations of open frameworks for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br />
<br />
== Kenya ==<br />
<br />
=== Calliope-Kenya ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
=== Open Energy Outlook for the United States ===<br />
<br />
https://github.com/TemoaProject/oeo<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:43:55Z<p>Tom Brown: </p>
<hr />
<div><br />
= Introduction =<br />
<br />
This page lists open implementations of open frameworks for specific regions that include all power/energy system data so that the regions can be modelled.<br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
[https://energyexemplar.com/plexos-world/ https://energyexemplar.com/plexos-world/]<br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br />
<br />
== Kenya ==<br />
<br />
=== Calliope-Kenya ===<br />
<br />
[https://github.com/SESAM-Polimi/Calliope-Kenya https://github.com/SESAM-Polimi/Calliope-Kenya]<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
[https://breakthrough-energy.github.io/docs/index.html https://breakthrough-energy.github.io/docs/index.html]<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:42:53Z<p>Tom Brown: </p>
<hr />
<div><br />
= Open model implementations by region =<br />
<br />
Open implementations of open frameworks for specific regions, including all power/energy system data.<br />
<br />
<br/><br />
<br />
= Global =<br />
<br />
== PLEXOS-World ==<br />
<br />
https://energyexemplar.com/plexos-world/<br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br />
<br />
== Kenya ==<br />
<br />
=== Calliope-Kenya ===<br />
<br />
https://github.com/SESAM-Polimi/Calliope-Kenya<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
[https://arxiv.org/abs/2002.06155 https://arxiv.org/abs/2002.06155]<br />
<br />
[https://github.com/Breakthrough-Energy https://github.com/Breakthrough-Energy]<br />
<br />
https://breakthrough-energy.github.io/docs/index.html<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:34:46Z<p>Tom Brown: </p>
<hr />
<div><br />
= Open model implementations by region =<br />
<br />
Open implementations of open frameworks for specific regions, including all power/energy system data.<br />
<br />
<br/><br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
[https://doi.org/10.1016/j.energy.2015.04.077 https://doi.org/10.1016/j.energy.2015.04.077]<br />
<br />
=== PyPSA-ZA ===<br />
<br />
[https://github.com/PyPSA/pypsa-za https://github.com/PyPSA/pypsa-za]<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: [https://github.com/PyPSA/pypsa-eur https://github.com/PyPSA/pypsa-eur]<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: [https://github.com/PyPSA/pypsa-eur-sec https://github.com/PyPSA/pypsa-eur-sec]<br />
<br />
<br/><br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
[https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies]<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
=== Breakthrough Energy US Model ===<br />
<br />
https://arxiv.org/abs/2002.06155<br />
<br />
https://github.com/Breakthrough-Energy<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:25:54Z<p>Tom Brown: </p>
<hr />
<div><br />
= Open model implementations by region =<br />
<br />
Open implementations of open frameworks for specific regions, including all power/energy system data.<br />
<br />
<br />
= Africa =<br />
<br />
== South Africa ==<br />
<br />
=== SA-Calliope ===<br />
<br />
https://doi.org/10.1016/j.energy.2015.04.077<br />
<br />
=== PyPSA-ZA ===<br />
<br />
https://github.com/PyPSA/pypsa-za<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
=== SWITCH-China ===<br />
<br />
developed at Tsingua University?<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope ===<br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Sec ===<br />
<br />
PyPSA-Eur is electricity only: https://github.com/PyPSA/pypsa-eur<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: https://github.com/PyPSA/pypsa-eur-sec<br />
<br />
<br />
=== JRC-EU-TIMES ===<br />
<br />
https://ec.europa.eu/jrc/en/scientific-tool/jrc-eu-times-model-assessing-long-term-role-energy-technologies<br />
<br />
== France ==<br />
<br />
=== EOLES_elec ===<br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
<br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
[https://github.com/PowerGenome/PowerGenome https://github.com/PowerGenome/PowerGenome]<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:22:31Z<p>Tom Brown: </p>
<hr />
<div><br />
= Open model implementations by region =<br />
<br />
Open implementations of open frameworks for specific regions, including all power/energy system data.<br />
<br />
= Europe =<br />
<br />
== Europe-wide ==<br />
<br />
=== Euro-Calliope === <br />
<br />
[https://github.com/calliope-project/euro-calliope https://github.com/calliope-project/euro-calliope]<br />
<br />
=== PyPSA-Eur and PyPSA-Eur-Se c=== <br />
<br />
PyPSA-Eur is electricity only:<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply:<br />
<br />
== France ==<br />
<br />
=== EOLES_elec === <br />
<br />
[https://github.com/BehrangShirizadeh/EOLES_elec https://github.com/BehrangShirizadeh/EOLES_elec]<br />
<br />
== UK ==<br />
<br />
=== UK-Calliope ===<br />
<br />
[https://github.com/calliope-project/uk-calliope https://github.com/calliope-project/uk-calliope]<br />
<br />
= Asia =<br />
<br />
== China ==<br />
<br />
=== China-Calliope ===<br />
<br />
in development, see [https://www.callio.pe/model-gallery/ https://www.callio.pe/model-gallery/]<br />
<br />
=== PyPSA-China ===<br />
<br />
[https://arxiv.org/abs/1810.10347 https://arxiv.org/abs/1810.10347]<br />
<br />
<br/><br />
<br />
= North America =<br />
<br />
== United States ==<br />
<br />
=== PowerGenome ===<br />
<br />
https://github.com/PowerGenome/PowerGenome<br />
<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_model_implementationsOpen model implementations2021-03-02T12:19:26Z<p>Tom Brown: Created page with "# Open model implementations by region # Europe ## Europe-wide ### Euro-Calliope https://github.com/calliope-project/euro-calliope ### PyPSA-Eur and PyPSA-Eur-Sec PyPSA-..."</p>
<hr />
<div># Open model implementations by region<br />
<br />
# Europe<br />
<br />
## Europe-wide<br />
<br />
### Euro-Calliope<br />
<br />
https://github.com/calliope-project/euro-calliope<br />
<br />
### PyPSA-Eur and PyPSA-Eur-Sec<br />
<br />
PyPSA-Eur is electricity only:<br />
<br />
PyPSA-Eur-Sec includes all other energy demand and supply: <br />
<br />
## France<br />
<br />
### EOLES_elec<br />
<br />
https://github.com/BehrangShirizadeh/EOLES_elec<br />
<br />
## UK<br />
<br />
### UK-Calliope<br />
<br />
https://github.com/calliope-project/uk-calliope<br />
<br />
# Asia<br />
<br />
## China<br />
<br />
### China-Calliope<br />
<br />
in development, see https://www.callio.pe/model-gallery/<br />
<br />
### PyPSA-China<br />
<br />
https://arxiv.org/abs/1810.10347<br />
<br />
<br />
<br />
# North America<br />
<br />
## United States<br />
<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Open_ModelsOpen Models2021-03-02T12:15:56Z<p>Tom Brown: </p>
<hr />
<div><br />
This page lists energy models published under open source licenses. We regard licenses approved by OSI ([https://opensource.org/ opensource.org]) and The Open Definition ([http://opendefinition.org/ opendefinition.org]) as suitable for open source models and open data, respectively. Please contact us if you are using another license and wish to be added. Models which have not yet been made public, but which intend to do so under a suitable license, can also be included here.<br />
<br />
Currently, the models listed classify exclusively as bottom-up, but that is not a restriction we impose. Some models are confined to the electricity sector while others also traverse the heat, gas, end-use, and mobility sectors. Some embed market clearing while others assume single-actor cost minimization. The model attributes shown below should help to clarify the type of model.<br />
<br />
Most models listed here count as frameworks in which any region can be modelled. Region-specific implementations of the frameworks are listed on a separate page by region [[Open model implementations|Open model implementations]].<br />
<br />
There are more advanced factsheets for [https://openenergy-platform.org/factsheets/frameworks/ frameworks], [https://openenergy-platform.org/factsheets/models/ models] and [https://openenergy-platform.org/factsheets/scenarios/ scenarios] on the Open Energy Platform.<br />
<br />
== List of models ==<br />
<br />
{{#ask: [[Category:Model]] | limit=200 | headers=hide | format=ul}}<br />
<br />
'''See also the detailed tables! [[Overview of models|View detailed tables]]'''<br />
<br />
=== Add your own! ===<br />
<br />
After logging in, you can add new entries to the model database by entering the name of the system into the following form field:<br />
<br />
{{#forminput:form=Model}}<br />
<br />
<br/><br />
<br />
== Overview of models by purpose, scope and modelling type ==<br />
<br />
{{#ask: [[Category:Model]] [[open_source_licensed :: true]] | ? sectors | ? model_class |? math_modeltype | ? timeresolution | ? georesolution | ? is_suited_for_many_scenarios| limit=200 | format = broadtable | mainlabel = Model }}<br />
<br />
== Overview of models by type, software, implementation and processing ==<br />
<br />
{{#ask: [[Category:Model]] [[open_source_licensed :: true]] | ? model_class | ? modelling_software |? processing_software| limit=200 | format = broadtable | mainlabel = Model }}<br />
<br />
== Overview of models by open-source license, data availability etc. ==<br />
<br />
{{#ask: [[Category:Model]] [[open_source_licensed :: true]] | ? license | ? modelling_software |? model_source_public |? data_availability |? open_future | format = broadtable | mainlabel = Model }}</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-10-22T08:07:16Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Quantitative Energy Economics] by Anthony Papavasiliou (14 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] collaborative material edited by Lion Hirth and Tarun Khanna of the Hertie School of Governance (20xx, online textbook, under construction, intended CC licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://ocw.tudelft.nl/courses/electricity-gas-market-design-policy-issues/ Electricity and Gas: Market Design and Policy Issues] coordinated by Laurens de Vries at TU Delft (2020, OpenCourseWare, slides and videos under CC-BY-NC-SA)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)<br />
*[https://www.wecc.org/TrainingAndEducation/Pages/default.aspx WECC Training and Education] by Western Electricity Coordinating Council (diverse slides and videos, unknown licence)<br />
*[https://github.com/Irieo/EnergySystemsModelling-course Energy Systems Modelling] by Felix M<span style="font-size: 13.6px;">üsgens and Iegor Riepin, BTU Germany (lecture & turorials slides, GAMS coding examples,&nbsp;<span style="background-color: rgb(255, 255, 255);">CC-BY-SA 4.0)</span></span><br />
*[https://cusp.umn.edu/courses Courses on Power Electronics, Electric Machines and Drives, Power systems & Renewable Energy] from the Consortium of Universities for Sustainable Power (lecture slides and videos, licence unknown)<br />
*[https://pserc.wisc.edu/webinars.aspx PSERC Webinars] (2011-2020, with slides and videos, licence unknown)<br />
*[https://mycourses.aalto.fi/course/view.php?id=3600&section=5 Energy and Environmental Economics] from Aalto University (2016, lecture slides, licence unknown)<br />
*[https://ocw.mit.edu/courses/sloan-school-of-management/15-031j-energy-decisions-markets-and-policies-spring-2012/video-lectures/ Energy Decisions, Markets, and Policies] by Richard Schmalensee at MIT (2012, 22 video lectures, licence unknown)<br />
*[https://www.youtube.com/playlist?list=PL30deB-5iwLKxkJyTvF4Mks9NG1wbATTz Energy Conversion and Renewable Energy] by Fraincois Marechal and Stefano Moret of EPFL (2018, 23 videos, licence unknown)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User_talk:Davide_TonelliUser talk:Davide Tonelli2020-09-25T10:13:28Z<p>Tom Brown: Welcome!</p>
<hr />
<div>'''Welcome to ''wiki.openmod-initiative.org''!'''<br />
We hope you will contribute much and well.<br />
You will probably want to read the [[Help:Contents|help pages]].<br />
Again, welcome and have fun! [[User:Tom Brown|Tom Brown]] ([[User talk:Tom Brown|talk]]) 12:13, 25 September 2020 (CEST)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User:Davide_TonelliUser:Davide Tonelli2020-09-25T10:13:28Z<p>Tom Brown: Creating user page for new user.</p>
<hr />
<div></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-25T09:05:48Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Quantitative Energy Economics] by Anthony Papavasiliou (14 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] collaborative material edited by Lion Hirth and Tarun Khanna of the Hertie School of Governance (20xx, online textbook, under construction, intended CC licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)<br />
*[https://www.wecc.org/TrainingAndEducation/Pages/default.aspx WECC Training and Education] by Western Electricity Coordinating Council (diverse slides and videos, unknown licence)<br />
*[https://github.com/Irieo/EnergySystemsModelling-course Energy Systems Modelling] by Felix M<span style="font-size: 13.6px;">üsgens and Iegor Riepin, BTU Germany (lecture & turorials slides, GAMS coding examples,&nbsp;<span style="background-color: rgb(255, 255, 255);">CC-BY-SA 4.0)</span></span><br />
*[https://cusp.umn.edu/courses Courses on Power Electronics, Electric Machines and Drives, Power systems & Renewable Energy] from the Consortium of Universities for Sustainable Power (lecture slides and videos, licence unknown)<br />
*[https://pserc.wisc.edu/webinars.aspx PSERC Webinars] (2011-2020, with slides and videos, licence unknown)<br />
*[https://mycourses.aalto.fi/course/view.php?id=3600&section=5 Energy and Environmental Economics] from Aalto University (2016, lecture slides, licence unknown)<br />
*[https://ocw.mit.edu/courses/sloan-school-of-management/15-031j-energy-decisions-markets-and-policies-spring-2012/video-lectures/ Energy Decisions, Markets, and Policies] by Richard Schmalensee at MIT (2012, 22 video lectures, licence unknown)<br />
*[https://www.youtube.com/playlist?list=PL30deB-5iwLKxkJyTvF4Mks9NG1wbATTz Energy Conversion and Renewable Energy] by Fraincois Marechal and Stefano Moret of EPFL (2018, 23 videos, licence unknown)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-23T09:57:53Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://ap-rg.eu/courses/operations-research-linma-2491/ Quantitative Energy Economics] by Anthony Papavasiliou (14 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] collaborative material edited by Lion Hirth and Tarun Khanna of the Hertie School of Governance (20xx, online textbook, under construction, intended CC licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)<br />
*[https://www.wecc.org/TrainingAndEducation/Pages/default.aspx WECC Training and Education] by Western Electricity Coordinating Council (diverse slides and videos, unknown licence)<br />
*[https://github.com/Irieo/EnergySystemsModelling-course Energy Systems Modelling] by Felix M<span style="font-size: 13.6px;">üsgens and Iegor Riepin, BTU Germany (lecture & turorials slides, GAMS coding examples,&nbsp;<span style="background-color: rgb(255, 255, 255);">CC-BY-SA 4.0)</span></span><br />
*[https://cusp.umn.edu/courses Courses on Power Electronics, Electric Machines and Drives, Power systems & Renewable Energy] from the Consortium of Universities for Sustainable Power (lecture slides and videos, licence unknown)<br />
*[https://pserc.wisc.edu/webinars.aspx PSERC Webinars] (2011-2020, with slides and videos, licence unknown)<br />
*[https://mycourses.aalto.fi/course/view.php?id=3600&section=5 Energy and Environmental Economics] from Aalto University (2016, lecture slides, licence unknown)<br />
*[https://ocw.mit.edu/courses/sloan-school-of-management/15-031j-energy-decisions-markets-and-policies-spring-2012/video-lectures/ Energy Decisions, Markets, and Policies] by Richard Schmalensee at MIT (2012, 22 video lectures, licence unknown)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/MediaWiki:SidebarMediaWiki:Sidebar2020-09-21T10:31:29Z<p>Tom Brown: </p>
<hr />
<div>*navigation<br />
**mainpage|mainpage-description<br />
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<hr />
<div>*navigation<br />
**mainpage|mainpage-description<br />
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**Data|Data<br />
**Transmission_network_datasets|Grid data<br />
**Learning materials<br />
**Choosing_a_license|Open Licenses<br />
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***Open Energy Modelling Workshop - Berlin 2020|Berlin Workshop<br />
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**recentchanges-url|recentchanges<br />
**randompage-url|randompage<br />
*TOOLBOX<br />
*LANGUAGES</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Main_PageMain Page2020-09-21T10:30:39Z<p>Tom Brown: </p>
<hr />
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== Wiki contents ==<br />
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*[[Events|Past workshops]]<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|Recent workshop: Aarhus, Denmark, May 2019]]<br />
*[[Open Energy Modelling Workshop - NREL 2019|Recent workshop: NREL, Colorado, USA, September 2019]]<br />
*[[Open Energy Modelling Workshop - Berlin 2020|Recent workshop: Berlin, Germany, January 2020]]<br />
*Next workshop: Date (mid-2020) and venue (within Europe) to be decided<br />
<br />
'''See also'''<br />
<br />
*[[Special:RecentChanges|Recent changes]] for the latest activity on the wiki<br />
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__NOTOC____NOEDITSECTION____NOAUTHORLIST__</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-21T09:22:44Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] collaborative material edited by Lion Hirth and Tarun Khanna of the Hertie School of Governance (20xx, online textbook, under construction, intended CC licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)<br />
*[https://www.wecc.org/TrainingAndEducation/Pages/default.aspx WECC Training and Education] by Western Electricity Coordinating Council (diverse slides and videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-21T08:52:22Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)<br />
*[https://www.wecc.org/TrainingAndEducation/Pages/default.aspx WECC Training and Education] by Western Electricity Coordinating Council (diverse slides and videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-21T08:49:34Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)<br />
*[https://users.ece.utexas.edu/~baldick/ Optimization of Engineering Systems] by Ross Baldick of University of Texas at Austin (2018, lecture slides, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen615fa2018/ Methods of Electric Power System Analysis] by Tom Overbye of Texas A&M (2018, 27 lecture slides, PowerWorld examples, unknown licence)<br />
*[https://overbye.engr.tamu.edu/course-2/ecen460fa2017/ Power System Operation & Control] by Tom Overbye of Texas A&M (2017, 25 lecture slides, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-21T08:44:07Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
*[https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/><br />
*[http://www.osemosys.org/understanding-the-energy-system.html Understanding the Energy System] by OSeMOSYS Team (lecture slides, CC-BY 4.0)<br />
*[https://www.youtube.com/watch?v=U9Z4GE_l9mQ&list=PLY5NLA2BTufKU_wDSp-JzP6dhpzwsg1Xx OSeMOSYS Video Lectures] by OSeMOSYS Team (videos, CC-BY 4.0)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-21T08:40:34Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br/><br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)<br />
*[http://switch-model.org/ Switch home page] by Switch authors (2015–18, open-access paper, tutorial and examples for Switch capacity planning model for high-renewable power systems)<br/><br />
*[https://www.youtube.com/channel/UCphLz_BXrOAInHozAlTsigA CO@Work Summer School] on Combinatorial Optimization by TU Berlin, Berlin Mathematical School and MATH+ (Youtube Channel, Sep. 2020, Details see [http://co-at-work.zib.de/ Website], unknown license)<br />
*[https://www.youtube.com/channel/UCkB5IF4MMU7lts-VEQzEFdw Renewables in Electricity Markets] by Pierre Pinson, DTU (youtube lectures)<br />
* [https://github.com/east-winds/power-systems-optimization Power System Optimization] by Jesse Jenkins (Princeton) and Michael Davidson (UC San Diego) (2020, Julia/JuMP notebooks and examples, under construction, CC-BY 4.0)<br/></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T19:36:55Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
* [https://energy-markets-school.dk/ DTU Summer Schools on Energy Markets and Optimization] by many different lecturers (2016-2019, many lecture slides online from previous schools)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Main_PageMain Page2020-09-20T19:07:18Z<p>Tom Brown: </p>
<hr />
<div><br />
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<span style="font-size: 1.2em">[http://www.openmod-initiative.org/ Homepage] &#124; [https://twitter.com/openmod Twitter] &#124; [https://en.wikipedia.org/wiki/Open_Energy_Modelling_Initiative Wikipedia] &#124; [https://github.com/openmod-initiative GitHub] &#124; [https://groups.google.com/d/forum/openmod-initiative Mailing list] &#124; [https://forum.openmod-initiative.org/ Forum]</span><br />
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== Welcome to the openmod initiative's Wiki ==<br />
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This is the Wiki Workspace of the openmod initiative. We are an initiative fostering Open Source and Open Data in energy modelling. You can create new articles in this wiki by entering the name of the prospective page into the search box on the top and then follow the link to create the according article. This is a wiki, so everybody can register to edit and create pages!<br />
</div><div class="box"><div class="trans_head"><br />
== Wiki contents ==<br />
</div><br />
*[[Open Models|Models]]<br />
*[[Data|Data]]<br />
*[[Learning materials]]<br />
*[[Choosing a license|Choosing a license]]<br />
*[[Events|Past workshops]]<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|Recent workshop: Aarhus, Denmark, May 2019]]<br />
*[[Open Energy Modelling Workshop - NREL 2019|Recent workshop: NREL, Colorado, USA, September 2019]]<br />
*[[Open Energy Modelling Workshop - Berlin 2020|Recent workshop: Berlin, Germany, January 2020]]<br />
*Next workshop: Date (mid-2020) and venue (within Europe) to be decided<br />
<br />
'''See also'''<br />
<br />
*[[Special:RecentChanges|Recent changes]] for the latest activity on the wiki<br />
<br />
'''Maintenance'''<br />
<br />
*[https://wiki.openmod-initiative.org/index.php?title=Main_Page&action=edit&mode=wysiwyg URL] for editing this page<br />
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__NOTOC____NOEDITSECTION____NOAUTHORLIST__</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User_talk:Saleh_AlhjjiUser talk:Saleh Alhjji2020-09-20T19:06:42Z<p>Tom Brown: Welcome!</p>
<hr />
<div>'''Welcome to ''wiki.openmod-initiative.org''!'''<br />
We hope you will contribute much and well.<br />
You will probably want to read the [[Help:Contents|help pages]].<br />
Again, welcome and have fun! [[User:Tom Brown|Tom Brown]] ([[User talk:Tom Brown|talk]]) 21:06, 20 September 2020 (CEST)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User:Saleh_AlhjjiUser:Saleh Alhjji2020-09-20T19:06:41Z<p>Tom Brown: Creating user page for new user.</p>
<hr />
<div></div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T18:48:48Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Los Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by&nbsp;??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T18:44:59Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Low Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
* [http://www.open-electricity-economics.org/book/text/OEE.html Open Electricity Economics] by ??? (20xx, online textbook, unknown licence)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T18:39:55Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
*[https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Low Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Rudi Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T18:39:03Z<p>Tom Brown: </p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials. Please add information on the materials and licence.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
* [https://labs.ece.uw.edu/real/videos.html Operations Research] by Anthony Papavasiliou (2020, 18 lectures with slides and videos, unknown licence)<br/><br />
* [https://www.youtube.com/watch?v=gB43TmcoUpA Convex Relaxations in Power System Optimization] by Carleton Coffrin and Line Roald at Low Alamos National Laboratory (2018, 8 lectures with videos, unknown licence)<br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Ruki Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
*[https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Learning_materialsLearning materials2020-09-20T18:32:00Z<p>Tom Brown: Created page with " A list of openly-available, preferably openly-licensed learning materials. *[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at I..."</p>
<hr />
<div><br />
A list of openly-available, preferably openly-licensed learning materials.<br />
<br />
*[https://data.ene.iiasa.ac.at/teaching/ Open Energy System Modeling]&nbsp;by Daniel Huppmann at IIASA for TU Wien (2020, 7 lectures with slides and videos, CC-BY 4.0)<br/><br />
*[https://online-learning.tudelft.nl/courses/energy-markets-of-today/ Energy Markets of Today]&nbsp;by Ruki Hakvoort and Laurens de Vries at TU Delft (2020, edX, material available on enrollment under CC-BY-NC-SA?)<br/><br />
*[https://nworbmot.org/courses/esm-2020/ Energy System Modelling]&nbsp;by Tom Brown at KIT (2020, 15 lectures with slides, videos and Python coding examples, CC-BY 4.0)<br/><br />
*[https://zhangbaosen.github.io/teaching/EE553 Power System Economics]&nbsp;by&nbsp;Baosen Zhang at the University of Washington (2017, 11 lectures with slides and Julia coding examples, unknown licence)<br/><br />
* [https://labs.ece.uw.edu/real/videos.html Power System Economics] by Daniel Kirschen (2013, dozens of videos, unknown licence)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Transmission_network_datasetsTransmission network datasets2020-01-24T14:04:39Z<p>Tom Brown: </p>
<hr />
<div><br />
= Network datasets by region<br/> =<br />
<br />
== Europe<br/> ==<br />
<br />
{| style="width:100%" class="wikitable sortable" cellspacing="1" cellpadding="1" border="1"<br />
|-<br />
! Name<br />
! Version<br />
! <br />
Year<br/><br />
<br />
Published<br />
<br />
! Represented year<br />
! Region<br />
! Num. Substations or Buses<br />
! Num. Lines<br />
! Contains<br />
! Direct download?<br />
! Licence<br />
! Format<br />
|-<br />
| [http://scigrid.de/ SciGRID]<br />
| 0.2<br />
| 2015<br />
| 2015<br/><br />
| Germany, but in principle whole world<br />
| 495<br />
| 825<br />
| Topology, Impedances<br />
| Yes<br />
| Apache Licence, Version 2.0 (code, documentation). ODBL (data)<br/><br />
| CSV (csvdata)<br />
|-<br />
| [http://www.powerworld.com/knowledge-base/updated-and-validated-power-flow-model-of-the-main-continental-european-transmission-network Bialek European Model]<br />
| 2<br />
| 2013<br />
| 2009<br />
| Continental Europe<br />
| 1494 buses<br />
| 2322<br />
| Topology, Impedances, Loads, Generators<br />
| Yes<br />
| Public Domain Dedication<br />
| PowerWorld, Excel<br />
|-<br />
| [http://www2.nationalgrid.com/UK/Industry-information/Future-of-Energy/Electricity-Ten-Year-Statement/ National Grid ETYS 2014 Model]<br />
| <br/><br />
| 2014<br />
| 2014<br />
| Great Britain<br />
| 365<br />
| 316<br />
| Topology, Impedances, Loads, Generators<br/><br />
| Yes<br />
| Unclear<br />
| <br/><br />
|-<br />
| [https://www.apg.at/en/Stromnetz/APG-Netz Austrian Power Network Grid]<br/><br />
| <br/><br />
| 2015<br />
| 2015<br />
| Austria<br />
| <br/><br />
| ~100<br />
| Topology, Impedances<br />
| Yes<br />
| Unclear<br />
| PDF<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 1<br />
| 2015 and before<br />
| 2020?<br />
| Continental Europe?<br />
| 1000s<br />
| 1000s<br />
| Topology, Impedances<br />
| Requires registration<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| CIM<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 2<br />
| 2015<br />
| 2030<br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| Excel<br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 3<br />
| 2016<br />
| 2030<br/><br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| Restrictive<br/><br />
| Excel<br/><br />
|-<br />
| [https://www.entsoe.eu/stum/ ENTSO-E STUM]<br />
| 2<br />
| 2015<br />
| 2030<br />
| GB, Ireland, Baltics, Finland, Continental Europe<br />
| 1000s<br />
| 1000s<br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Requires registration</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Restrictive</span><br />
| Excel<br />
|-<br />
| [https://doi.org/10.5281/zenodo.3601881 PyPSA-Eur]<br />
| 0.1.0<br />
| 2020<br/><br />
| 2020<br/><br />
| GB, Ireland, Baltics, Scandinavia, Continental Europe<br/><br />
| 5000<br/><br />
| 6000<br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Topology, Impedances, Loads, Generators, Renewable Availability Time Series</span><br/><br />
| <span style="font-size: 13.6px; background-color: rgb(255, 255, 255)">Yes</span><br/><br />
| CC BY 4.0 (Dataset), GNU GPL v3.0 (Code)<br />
| NetCDF, CSV (alternative)<br />
|}<br />
<br />
<br/><br />
<br />
=== SciGRID ===<br />
<br />
[http://scigrid.de/ SciGRID] is a project which started in 2014 and will be running for three years. The aim of SciGRID is to develop an open and free model of the European transmission network based on data from the [http://www.openstreetmap.org/ OpenStreetMap]. It is carried out by [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], an independent non-profit institute at the University of Oldenburg, Germany, and funded by the [https://www.bmbf.de/ German Ministry of Education and Research],&nbsp; and the initiative [http://forschung-stromnetze.info/ Zukunftsfähige Stromnetze].<br />
<br />
An unofficial, post-processed version of SciGRID version 0.2 for Germany with attached load, generation and transformers is available as a [https://github.com/FRESNA/PyPSA/tree/master/examples/scigrid-de PyPSA example], see also [http://pypsa.org/index.html#screenshots-and-example-jupyter-ipython-notebooks screenshots].<br/><br />
<br />
=== GridKit European Dataset ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
=== osmTGmod Model<br/> ===<br />
<br />
[https://github.com/maltesc/osmTGmod osmTGmod] is a load-flow model of the German transmission-gird, based on the free geo-database [http://www.openstreetmap.org/ OpenStreetMap] (OSM). The model, respectively the heuristic abstraction process employs a PostgreSQL-database extended by PostGIS. The key part of the abstraction process is implemented in SQL and ProstgreSQL's procedural language pl/pgSQL. The abstraction and all additional modules are controlled by a Python-environment.<br />
<br />
=== Bialek European Model<br/> ===<br />
<br />
The 2nd version of the [http://www.powerworld.com/knowledge-base/updated-and-validated-power-flow-model-of-the-main-continental-european-transmission-network Bialek European Model] is downloadable as an Excel file and in the format of the proprietary modelling software [http://www.powerworld.com/ PowerWorld]. The model covers voltages from 110 kV (a single line in the Balkans) up to 380 kV. It is released under a Public Domain Dedication.<br/><br />
<br />
The 1st version was released in 2002-2004 and is no longer available (see [http://web.archive.org/web/20100525115039/http://www.see.ed.ac.uk/~jbialek/Europe_load_flow/ Archive mirror]). The 1st version did not contain the Balkans region.<br />
<br />
The methodology and validation for the 1st version of the model can be found in the paper [http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1425573 Approximate model of European interconnected system as a benchmark system to study effects of cross-border trades] by Zhou and Bialek, 2005.<br />
<br />
The model contains the impedances and number of circuits of each line, but not the length (which can in principle be determined from the impedance and number of circuits, given standard line parameters). Only cross-border lines are assigned thermal capacities.<br />
<br />
There is currently no coordinate dataset for the buses. The PowerWorld file contains spatial data, but in an unknown projection. The [https://github.com/nworbmot/georef-bialek/ georef-bialek github project] is an attempt to fix this; there is also a [https://zenodo.org/record/35177 geo-referenced version] from Tue Vissing Jensen.<br />
<br />
=== DIW ELMOD-DE open model of Germany ===<br />
<br />
[http://www.diw.de/de/diw_01.c.528493.de/forschung_beratung/nachhaltigkeit/umwelt/verkehr/energie/modelle/elmod.html#ELMOD-DE ELMOD-DE] is an open model of the German electricity system developed at DIW and TU Berlin, which includes both a model of the high voltage transmission network, power plants, hourly load and weather data for the year 2012 and GAMS code to run linear optimisation simulations. It contains 438 geo-referenced network nodes and 697 transmission lines at 380 kV and 220 kV. Transformers are not modelled but per unit line series impedances are adjusted to the voltage level.<br />
<br />
The model includes 47 pages of documentation.<br />
<br />
The transmission data was, according to the documentation, derived from the VDE and TSO maps and from [http://www.openstreetmap.org/ OpenStreetMap]. The data is provided as-is without the code that generated it.<br />
<br />
=== National Grid Model ===<br />
<br />
[http://www2.nationalgrid.com/UK/Industry-information/Future-of-Energy/Electricity-Ten-Year-Statement/ National Grid Electricity Ten Year Statement 2014 Model]<br />
<br />
Shapefiles and maps of tower, lines, cables and substations [https://www.nationalgridet.com/network-and-assets/network-route-maps here].<br/><br />
<br />
=== Austrian Power Network Grid Model<br/> ===<br />
<br />
[https://www.apg.at/en/Stromnetz/APG-Netz Austrian Power Network Grid]<br/><br />
<br />
<br/><br />
<br />
=== Danish Power Network Grid Model<br/> ===<br />
<br />
[https://en.energinet.dk/Electricity/Energy-data/System-data Danish Transmission network data]<br />
<br />
The data are not directly available, but rather a [https://en.energinet.dk/About-us/Registrations/Formular056 registration form] is required before obtaining access.<br />
<br />
It has features not present in the ENTSO-E STUM (see below):<br />
<br />
*It's a full non-linear model with all the reactive power demand, P and Q capabilities of gens and shunt reactive power compensation.<br />
*It lists the power capabilities of the generators and their fuel type (wind/solar/gas etc), not just the dispatch.<br />
*They seem to have separated RE feed-in from the load, which wasn't the case for STUM where wind and solar are lumped with the load as residual load.<br />
<br />
What's missing are geocoordinates for the substations (which can be read off roughly from the JPG map) and time-dependence of the loads and/or variable generators. For Denmark, which has many CHP units, it would also be useful to know the heat demand and how the CHP units are operated.<br />
<br />
<br/><br />
<br />
=== RTE Network Dataset for France<br/> ===<br />
<br />
[https://clients.rte-france.com/lang/an/visiteurs/vie/indispos_caracteristiques_statiques.jsp RTE network dataset]<br />
<br />
=== Elia Network Dataset for Belgium ===<br />
<br />
[http://www.elia.be/en/grid-data/Grid-Technical-Data Elia network dataset]<br />
<br />
=== TenneT NL Network Dataset for the Netherlands<br/> ===<br />
<br />
[http://www.tennet.org/english/operational_management/transmission_services/Calculated_crossborder_cap/explanatory_documents.aspx TenneT NL]<br />
<br />
=== TenneT DE Network Dataset for Central Germany<br/> ===<br />
<br />
[http://www.tennettso.de/site/Transparenz/veroeffentlichungen/statisches-netzmodell/statisches-netzmodell Tennet DE]<br/><br />
<br />
=== Amprion Network Dataset for Western Germany<br/> ===<br />
<br />
[https://www.amprion.net/Energy-Market/Congestion-Management/Static-Grid-Model/ Amprion], [https://www.amprion.net/Netzausbau/Interaktive-Karte/ interactive map] of the grid extension projects<br/><br />
<br />
=== TransnetBW Network Dataset for Southwest Germany<br/> ===<br />
<br />
[https://www.transnetbw.de/de/strommarkt/engpassmanagement/standards-zukunft TransnetBW]<br/><br />
<br />
=== 50 Hertz Network Dataset for Eastern Germany<br/> ===<br />
<br />
[https://www.50hertz.com/de/Transparenz/Kennzahlen/StatischesNetzmodell 50 Hertz statistisches Netz]<br/><br />
<br />
<br/><br />
<br />
=== Ceps Network Dataset for <span lang="EN-GB">Czec</span>h Republic<br/> ===<br />
<br />
[https://www.ceps.cz/ENG/Cinnosti/Technicka-infrastruktura/Pages/Udaje-o-PS.aspx CEPS]<br/><br />
<br />
=== ENTSO-E Interactive Grid Map ===<br />
<br />
ENTSO-E announced its [https://www.entsoe.eu/map/Pages/default.aspx Interactive ENTSO-E Transmission Network Map] in March 2016.<br />
<br />
The map uses [http://www.openstreetmap.org/ OpenStreetMap] as a background and [https://www.mapbox.com/about/maps/ Mapbox] for displaying the map data.<br />
<br />
The map is based on the ENTSO-E static grid map, which is based on the TSOs' own maps. It is known to be an approximate artistic representation rather than an accurate geographical map. Some power plants may be incorrectly labelled (e.g. fuel type may not be accurate).<br />
<br />
The map includes information on the number of circuits and the voltage levels of transmission lines.<br />
<br />
Information, including all geographical coordinates, can be extracted from the web API, but requires further topological processing to be turned into an electrical network model. Lines need to be connected, etc. The [https://github.com/bdw/GridKit GridKit] project provides code for this purpose and has released an [https://zenodo.org/record/55853 unofficial dataset], which forms an electrical network model complete with buses, links, generators and transformers, full geographic coordinates, as well as all electrical metadata contained in the ENTSO-E map.<br />
<br />
=== ENTSO-E Static Grid Map ===<br />
<br />
ENTSO-E releases [https://www.entsoe.eu/publications/order-maps-and-publications/electronic-grid-maps/Pages/default.aspx maps of the European transmission grid], both electronically and in paper form.<br />
<br />
The maps for the whole ENTSO-E system are in the projection [http://prj2epsg.org/epsg/3034 EPSG 3034], which is a [https://en.wikipedia.org/wiki/Lambert_conformal_conic_projection Lambert Conformal Conic projection]. The lower left corner is approximately at (lon,lat) = (-9.5,28) and the upper left corner is at (75.5,58.5). This was checked in the [https://github.com/nworbmot/georef-bialek/ georef-bialek github project].<br />
<br />
=== ENTSO-E STUM ===<br />
<br />
ENTSO-E makes available a model of the European transmission system. Registration is required to download it on the [https://www.entsoe.eu/stum/ ENTSO-E STUM] page. It is not totally clear what one may and may not do with it (e.g. whether it is possible to publish results derived from it or an aggregation of the nodes, etc.).<br />
<br />
The first version of the model was released in the CIM XML-based format for the old UCTE area. The model was a winter snapshot for 2020, including TYNDP projects. The node names were obscured so that the model was unusable. Line capacities were missing.<br />
<br />
The second version, published in June 2015 as Excel spreadsheets, is more useful. It contains the whole ENTSO-E area with the exception of Norway, Sweden, Cyrus and Iceland. The node names are the same as those used by the TSOs. Quoting from the documentation: "It represents the power system of the ENTSO-E members for 2030 in Vision I of the TYNDP 2014", i.e. it includes planned TYNDP projects. It includes all nodes, lines, transformers and aggregated loads and generators at each node for one snapshot. Line data includes series reactance and resistance, but not line length or capacity or number of circuits or wires per circuit bundle. Geolocation data for the nodes is missing. Node names are recognisable from the substation names on the ENTSO-E map. The model is intended for a linear load flow only. It is not clear which wind/solar/load snapshot the model represents (it is an "exemplary scenario"). Generators are not distinguished by generation source.<br />
<br />
The third version, published in February 2016 as Excel spreadsheets has in addition thermal ratings for most transformers and most transmission lines, along with reactive power feed-in, consumption and compensation, so that a full non-linear power flow can be run on the grid.<br />
<br />
=== ENTSO-E Initial Dynamic Model of Continental Europe ===<br />
<br />
[https://www.entsoe.eu/publications/system-operations-reports/continental-europe/Initial-Dynamic-Model/Pages/default.aspx ENTSO-E Initial Dynamic Model of Continental Europe]<br />
<br />
Requires registration. Can model "the main frequency response of the system as well as the main inter-area oscillation modes".<br />
<br />
=== Flow-based market coupling data by Joint Allocation Office ===<br />
<br />
The joint allocation office hosts various official data (including [http://utilitytool.jao.eu/CascUtilityWebService.asmx?op=GetPTDFEarlyPublicationForAPeriod PTDFs]) around the Flow-based market coupling algorithm in use in Europe.<br />
<br />
[http://utilitytool.jao.eu/ http://utilitytool.jao.eu/]<br />
<br />
[http://utilitytool.jao.eu/CascUtilityWebService.asmx http://utilitytool.jao.eu/CascUtilityWebService.asmx]<br />
<br />
=== PyPSA-Eur: An Open Optimisation Model of the European Transmission System ===<br />
<br />
PyPSA-Eur is a model/dataset of the European power system at the transmission network level.<br />
<br />
The transmission network data is based on a cleaned up extraction of the [https://www.entsoe.eu/map/Pages/default.aspx Interactive ENTSO-E Transmission Network Map], extracted using [https://github.com/bdw/GridKit GridKit].<br />
<br />
The model covers the ENTSO-E area and contains all alternating current lines at and above 220 kV voltage level and all high voltage direct current lines, substations, an open database of conventional power plants, time series for electrical demand and variable renewable generator availability, and geographic potentials for the expansion of wind and solar power.<br />
<br />
The model only includes freely available and open data. It provides a fully automated free software pipeline to assemble the load-flow-ready model from the original datasets. The model is suitable both for operational studies and generation and transmission expansion planning studies.<br />
<br />
Current versions of the code and dataset can be found on zenodo:<br />
<br />
*[https://zenodo.org/record/3603127#.Xhcvdtl7m0I https://zenodo.org/record/3603127#.Xhcvdtl7m0I] (Code)<br />
*[https://zenodo.org/record/3601882#.XhcvqNl7m0J https://zenodo.org/record/3601882#.XhcvqNl7m0J] (Dataset)<br />
<br />
Documentation is available at [https://pypsa-eur.readthedocs.io https://pypsa-eur.readthedocs.io]<br />
<br />
Development takes place on Github at [https://github.com/pypsa/pypsa-eur https://github.com/pypsa/pypsa-eur]<br />
<br />
The netcdf files (.nc) can be imported with PyPSA. Documentation for this is available at [https://pypsa.readthedocs.io/en/latest/import_export.html#import-from-netcdf https://pypsa.readthedocs.io/en/latest/import_export.html#import-from-netcdf].<br />
<br />
Some basic validation is provided in a paper describing the dataset:<br />
<br />
Jonas Hörsch, Fabian Hofmann, David Schlachtberger, and Tom Brown. PyPSA-Eur: An open optimisation model of the European transmission system. Energy Strategy Reviews, 22:207-215, 2018. [https://arxiv.org/abs/1806.01613 https://arxiv.org/abs/1806.01613], [https://doi.org/10.1016/j.esr.2018.08.012 https://doi.org/10.1016/j.esr.2018.08.012].<br />
<br />
<br/><br />
<br />
== Australia<br/> ==<br />
<br />
[https://data.gov.au/dataset/ds-ga-1185c97c-c042-be90-e053-12a3070a969b/details?q=national Lines] and [https://data.gov.au/dataset/ds-ga-13be62a4-4fe3-f812-e053-12a3070a22be/details?q=national substations]<br />
<br />
<br/><br />
<br />
== United States ==<br />
<br />
There is raster graphic of the US transmission grid at [https://www.e-education.psu.edu/geog469/book/export/html/111 https://www.e-education.psu.edu/geog469/book/export/html/111].<br />
<br />
=== Western Electricity Coordinating Council ===<br />
<br />
Apparently there is a a WECC Transmission Expansion Planning Policy Committee (TEPPC) 2024 Common Case GridView dataset, but the exact link seems elusive.<br />
<br />
The WECC [https://www.wecc.biz/TransmissionExpansionPlanning/Pages/Datasets.aspx Transmission Expansion Planning] has links to Excel files.<br />
<br />
=== Western US Power Grid ===<br />
<br />
The [http://nexus.igraph.org/api/dataset_info?id=15&format=html Western US Power Grid dataset] has 4941 nodes and 6594 lines, but apparently these are not well enough labelled to distinguish where and what the nodes/lines are.<br/><br />
<br />
=== GridKit North American Dataset ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
== Global ==<br />
<br />
=== OpenStreetMap ===<br />
<br />
The global OpenStreetMap (OSM) power grid data is visible at [http://www.itoworld.com/map/4 ITO World Electricity Distribution] and [http://enipedia.tudelft.nl/ Enipedia] has [http://enipedia.tudelft.nl/OpenStreetMap/ nightly extracts of the power grid from OSM].<br />
<br />
=== GridKit Datasets ===<br />
<br />
[https://github.com/bdw/GridKit GridKit] uses spatial and topological analysis to transform map objects from [http://www.openstreetmap.org/ OpenStreetMap] into a network model of the electric power system. It has been developed in the context of the [http://scigrid.de/ SciGRID] project at the [http://www.next-energy.de/ NEXT ENERGY - EWE Research Centre for Energy Technology], to investigate the possibility of 'heuristic' analysis to augment the route-based analysis used in [http://scigrid.de/ SciGRID]. This has been implemented as a series of scripts for the PostgreSQL database using the PostGIS spatial extensions.<br />
<br />
[https://zenodo.org/record/47317 Data extracts] are provided for Europe and North America in a similar CSV format to [http://scigrid.de/ SciGRID].<br />
<br />
=== IRENA OpenStreetMap Extract ===<br />
<br />
See [http://globalatlas.irena.org/NewsDetailPublic.aspx?id=2278 IRENA News Announcement]<br/><br />
<br />
== Non-Region Specific ==<br />
<br />
=== University of Washington Power Systems Test Case Archive ===<br />
<br />
[http://www.ee.washington.edu/research/pstca/ Power Systems Test Case Archive]<br />
<br />
=== IEEE PES Power Grid Library ===<br />
<br />
[https://power-grid-lib.github.io/ Overview]<br />
<br />
[https://github.com/power-grid-lib/pglib-opf Optimal Power Flow Cases]<br />
<br />
=== RWTH Aachen Transmission Expansion Problem Benchmark Case ===<br />
<br />
RWTH Aachen has published [http://www.ifht.rwth-aachen.de/en/tep A Benchmark Case for Network Expansion], which is "derived from the IEEE 118 bus network and modified in accordance with European standards such as a nominal frequency of 50Hz, the use of conventional voltage levels, and conductor dimensions."<br />
<br />
Registration is required to download the model.<br />
<br />
The paper describing the model is [http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7232601 A benchmark case for network expansion methods], 2015.<br />
<br />
= Other lists of network datasets =<br />
<br />
*[http://enipedia.tudelft.nl/wiki/Electricity_Transmission_Network Enipedia list]<br />
<br />
*[http://enipedia.tudelft.nl/OpenStreetMap/ Nightly extracts of the power grid from OpenStreetMap]<br />
**See the maps at [http://www.itoworld.com/map/106 ITO World Electricity Generation] and [http://www.itoworld.com/map/4 ITO World Electricity Distribution] for a visual overview of what this covers.<br />
**This data is fed into the [http://enipedia.tudelft.nl/Elasticsearch.html search page here] where you locate data on individual power plants.<br />
<br />
*[http://www.maths.ed.ac.uk/optenergy/data/Summary.pdf Edinburgh University list]<br />
<br />
*[https://github.com/ComplexNetTSP/ComplexNetWiki/wiki/2.2.3-PowerGrid- Github repository] of several transmission network models<br/><br />
<br />
*[https://github.com/caesar0301/awesome-public-datasets#complex-networks Github list of complex network datasets]<br />
<br />
<br/><br />
<br />
= Free software for power system analysis =<br />
<br />
[https://github.com/rwl/PYPOWER PyPower] in Python<br/><br />
<br />
[https://github.com/FRESNA/PyPSA PyPSA]: Python for Power System Analysis<br />
<br />
[https://bitbucket.org/harald_g_svendsen/powergama/wiki/Home PowerGAMA] in Python<br />
<br />
[http://www.pserc.cornell.edu/matpower/ MATPOWER] in Matlab or Octave<br />
<br />
[http://sourceforge.net/projects/electricdss/ OpenDSS] in Delphi<br />
<br />
[http://faraday1.ucd.ie/psat.html PSAT] in Matlab or Octave<br />
<br />
[https://github.com/lanl-ansi/PowerModels.jl PowerModels.jl] in Julia<br />
<br />
[https://github.com/wheitkoetter/AutoGridComp AutoGridComp] in Python for the comparison of power grid models<br />
<br />
'''Other lists of power system analysis software'''<br />
<br />
[https://wiki.openelectrical.org/index.php?title=Power_Systems_Analysis_Software https://wiki.openelectrical.org/index.php?title=Power_Systems_Analysis_Software]<br />
<br />
[https://nkloc.wordpress.com/2011/11/11/power-system-simulation-software-list/ https://nkloc.wordpress.com/2011/11/11/power-system-simulation-software-list/]<br />
<br />
[http://www2.econ.iastate.edu/tesfatsi/ElectricOSS.htm http://www2.econ.iastate.edu/tesfatsi/ElectricOSS.htm]<br />
<br />
<br/><br />
<br />
= Typical electrical parameters for transmission infrastructure =<br />
<br />
== Calculating cable impedances ==<br />
<br />
See [http://www.openelectrical.org/wiki/index.php?title=Cable_Impedance_Calculations http://www.openelectrical.org/wiki/index.php?title=Cable_Impedance_Calculations] and electrical engineering textbooks.<br />
<br />
== Generalities on overhead alternating current transmission lines ==<br />
<br />
=== Three-phase power ===<br />
<br />
In almost all of the world electrical power is transmitted using alternating current with three phases separated by 120 degrees, see [https://en.wikipedia.org/wiki/Three-phase_electric_power Wikipedia: Three-phase electric power].<br />
<br />
For this reason the cables on power lines are bundled in groups of three.<br />
<br />
(Exceptions include: direct current power lines and some [https://en.wikipedia.org/wiki/Railway_electrification_system transmission systems for supplying trains], which are e.g. in Germany two-phase and at 16.7 Hz.)<br />
<br />
Current I and current limits are almost always quoted per phase.<br />
<br />
Voltage in the transmission system is almost always quoted as the phase-to-phase potential difference, often called line-to-line voltage V_{LL}, since this is the easiest value to measure. It is related to the line-to-ground or line-to-neutral potential difference V_{LN} by V_{LL} = \sqrt{3} V_{LN}.<br />
<br />
The apparent power transported in each phase is give by I*V_{LN}, so that for a complete transmission circuit the power is three times this value:<br />
<br />
S = 3*I*V_{LN} = \sqrt(3)*I*V_{LL}<br />
<br />
Often it is assumed that the voltage and current magnitudes are the same in each phase, i.e. that the system is balanced and symmetric. This should be the case in the normal operation of the transmission system. The impedances and limits below are quoted assuming that the system is balanced, so that only positive sequence impedances are given. See [https://en.wikipedia.org/wiki/Symmetrical_components Wikipedia: Symmetrical components].<br />
<br />
In an unbalanced system, the three phases can be described using the positive-, negative- and zero-sequence components, where the impedances are different for each sequence.<br />
<br />
=== Bundled conductors ===<br />
<br />
See [https://en.wikipedia.org/wiki/Overhead_power_line#Bundle_conductors Wikipedia: Overhead power line: Bundle conductors].<br />
<br />
Often the conducting wires for each phase are separated into bundles of several parallel wires, connected at intervals by spacers. This has several advantages: the higher surface area increases the current-carrying capacity, which is limited by the [https://en.wikipedia.org/wiki/Skin_effect skin effect], it reduces inductance and it helps to cool the wires.<br />
<br />
=== Circuits ===<br />
<br />
Each group of three phases is called a circuit. Power-carrying capability can be increased by having several circuits on a single pylon, so that wire bundles always appear in multiples of 3 in power lines.<br />
<br />
== European 50 Hz transmission lines ==<br />
<br />
The main European alternating current (AC) electricity system is operated at 50 Hz. (Other networks, such as those for electrified trains, operate at other frequencies and some transmission lines use direct current.)<br />
<br />
On the continent AC transmission voltages are typically 220 kV or 380 kV (sometimes quoted as 400 kV, since network operators often run their grid above nominal voltage to reduce network losses).<br />
<br />
220 kV overhead lines are typically configured with a bundle of 2 wires per phase with wires of cross-section Al/St 240/40.<br />
<br />
380 kV overhead lines are typically configured with a bundle of 4 wires per phase with wires of cross-section Al/St 240/40.<br />
<br />
We now list the impedances of the transmission lines, which can be used for example in the [http://www.electrical4u.com/medium-transmission-line/ lumped pi model].<br />
<br />
{| style="width:100%" class="wikitable sortable" cellspacing="1" cellpadding="1" border="1"<br />
|+ Electrical properties for single circuits<br />
|-<br />
! scope="col" | Voltage level (kV)<br />
! scope="col" | Type<br />
! scope="col" | Conductors<br />
! scope="col" | Series resistance (Ohm/km)<br />
! scope="col" | Series inductive reactance (Ohm/km)<br />
! scope="col" | Shunt capacitance (nF/km)<br />
! scope="col" | Current thermal limit (A)<br />
! scope="col" | Apparent power thermal limit (MVA)<br />
|-<br />
| 220<br />
| Overhead line<br />
| 2-wire-bundle Al/St 240/40<br />
| 0.06<br />
| 0.301<br />
| 12.5<br />
| 1290<br />
| 492<br />
|-<br />
| 380<br />
| Overhead line<br />
| 4-wire-bundle Al/St 240/40<br />
| 0.03<br />
| 0.246<br />
| 13.8<br />
| 2580<br />
| 1698<br />
|}<br />
<br />
In the table the thermal limit for the current is calculated as 645 A per wire at an outside temperature of 20 degrees Celsius.<br />
<br />
The thermal limit for the apparent power S is derived from the per-phase current limit I and the line-to-line voltage V by S = \sqrt{3}VI.<br />
<br />
Sources for the electrical parameters:<br />
<br />
Oeding and Oswald [http://www.springer.com/us/book/9783642192456 Elektrische Kraftwerke und Netze], 2011, Chapter 9<br />
<br />
See also comparable parameters in:<br />
<br />
*[http://www.dena.de/fileadmin/user_upload/Projekte/Energiesysteme/Dokumente/denaVNS_Abschlussbericht.pdf DENA Distribution Network Study], 2012, Table 5.6<br />
*[https://www.diw.de/documents/publikationen/73/diw_01.c.440963.de/diw_datadoc_2014-072.pdf DIW Data Documentation 72], 2014, Table 15, taken from Kießling, F., Nefzger, P., Kaintzyk, U., "Freileitungen: Planung, Berechnung, Ausführung", 2001, Springer<br />
*[https://www.zml.kit.edu/downloads/Elektrische_Energieuebertragung_Leseprobe_Kapitel_2.pdf KIT Electrical Parameters Reading Sample], 2013<br />
<br />
== European 50 Hz high voltage transformers ==<br />
<br />
Typical 380/220 kV transformers have a nominal power of around 400-500 MVA and a per unit series reactance of around 0.08-0.1.<br />
<br />
#TODO: references<br />
<br />
== Combining electrical parameters for multiple circuits ==<br />
<br />
In the table above, the impedances are quoted for a single circuit. The resistance and inductive reactance decrease proportional to the number of parallel circuits (with small modifications to the inductance due to the different geometry of the parallel circuits). Similarly the capacitance increases proportional to the number of parallel circuits (again, roughly because of changing geometry).<br />
<br />
<br/><br />
<br />
== Standard Test Test Networks ==<br />
<br />
[http://sites.ieee.org/pes-testfeeders/resources/ http://sites.ieee.org/pes-testfeeders/resources/]<br />
<br />
[https://github.com/e2nIEE/pandapower/tree/develop/pandapower/networks https://github.com/e2nIEE/pandapower/tree/develop/pandapower/networks]</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/MediaWiki:SidebarMediaWiki:Sidebar2019-12-03T20:36:16Z<p>Tom Brown: </p>
<hr />
<div>*navigation<br />
**mainpage|mainpage-description<br />
**Open Models|Models<br />
**Data|Data<br />
**Transmission_network_datasets|Grid data<br />
**Choosing_a_license|Open Licenses<br />
**Open Journals|Journals<br />
**Eprints|Eprints<br />
**Events|Events<br />
***Open Energy Modelling Workshop - Berlin 2020|Berlin Workshop<br />
**Category:Glossary|Glossary<br />
**Special:ListUsers|Openmod user list<br />
*Search<br />
**Special:Usergallery|User<br />
**Special:Filegallery|Uploads/ Filegallery<br />
**Special:Categories|Categories<br />
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*Interaction<br />
**recentchanges-url|recentchanges<br />
**randompage-url|randompage<br />
*TOOLBOX<br />
*LANGUAGES</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Distribution_network_datasetsDistribution network datasets2019-09-13T17:42:49Z<p>Tom Brown: </p>
<hr />
<div><br />
== Network Models ==<br />
<br />
=== REDS: REpository of Distribution Systems ===<br />
<br />
[http://www.dejazzer.com/reds.html http://www.dejazzer.com/reds.html]<br />
<br />
Lists 8 radial distribution system datasets, focus seems to be on US.<br />
<br />
=== IEEE PES Distribution Test Feeders ===<br />
<br />
[http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html]<br />
<br />
<br/><br />
<br />
=== ENEXIS Gas and Electricity Network Open Data<br/> ===<br />
<br />
Power and gas grid data from an energy network operator in the Netherlands:<br />
<br />
[https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data]<br />
<br />
The asset files are published as shapefiles with attributes. The spatial reference system used seems to be the 'Amersfoort / RD New' (EPSG 28992) coordinate system, which is standard in the Netherlands.<br />
<br />
<br/><br />
<br />
A small subset of the electric network data is available for viewing online as a CIM ([https://en.wikipedia.org/wiki/Common_Information_Model_(electricity) Common Information Model]) file by navigating to [http://derrickoswald.github.io/CIMSpace/ CIMSpace] and clicking the '''Enexis''' item in the Preset dropdown of the Load dialog. Loading the 500MB file takes about 2 minutes. Instructions for CIMSpace usage are found on [https://github.com/derrickoswald/CIMSpace GitHub].<br/><br />
<br />
<br/><br />
<br />
=== Atlantide - Archive of Distribution Grid Models ===<br />
<br />
Grid Models gained from Italian Distribution Grids. Registration required.<br />
<br />
[http://www.progettoatlantide.it/Atlantide/jsp/index.jsp http://www.progettoatlantide.it/Atlantide/jsp/index.jsp]<br />
<br />
From the Website:<br />
<br />
"[...] archive of models to be used as a reference for future research and development initiatives on MV and LV electrical distribution networks (passive and active). [...]&nbsp;:<br/><br />
<br />
*Models of reference network configurations typical of the Italian territory;<br />
*Models of generating units and loads;<br />
*Models of components supported by a database containing their typical characteristics;<br />
*Evolutionary scenarios of distribution systems in the next future."<br />
<br />
<br/><br />
<br />
=== Simbench ===<br />
<br />
[https://simbench.de/ Simbench] has [http://141.51.193.167/simbench/gui/usecase/download/?Simbench_Code=1-complete_data-mixed-all-0-sw datasets] in CSV format that appear to be a complete model of an over 100,000 node medium and low voltage network with electrical parameters.<br />
<br />
=== Pandapower ===<br />
<br />
[http://www.pandapower.org Pandapower] has included various [https://pandapower.readthedocs.io/en/v2.0.1/networks.html sample networks] in the pandapower.networks python module.<br />
<br />
=== Ding0 ===<br />
<br />
[https://github.com/openego/ding0 Ding0/openEGO] will generate [https://dingo.readthedocs.io/en/dev/usage_details.html#examples synthetic networks]. There is a desire to expand this to cover an entire region.<br />
<br />
== Time Series ==<br />
<br />
=== Low Carbon London ===<br />
<br />
[https://data.london.gov.uk/dataset/smartmeter-energy-use-data-in-london-households Detailed load data] is available for 100 of the set of 5,567 housholds of the Low Carbon London project. This data has been used in two pending papers ([https://doi.org/10.1016/j.apenergy.2018.08.004 https://doi.org/10.1016/j.apenergy.2018.08.004] & [https://doi.org/10.1016/j.enbuild.2018.12.003 https://doi.org/10.1016/j.enbuild.2018.12.003]) related to local electricity markets, such as [http://quartier-strom.ch/index.php/en/homepage/ Quartierstrom] and [https://cityxchange.eu/ CityXchange].<br />
<br />
=== RAMP ===<br />
<br />
Stocastic load profiles can be generated using [https://github.com/SESAM-Polimi/RAMP RAMP].<br />
<br />
=== Sector Coupling - Load Shape Generator ===<br />
<br />
The [https://github.com/Pyosch/Sectorcoupling-Loadshapegenerator Loadshapegenerator] adds load shapes of heat pumps, electric vehicles, photovoltaic and electric home storage to a base load.<br />
<br />
=== Load Profile Generator ===<br />
<br />
The [https://www.loadprofilegenerator.de/ LoadProfileGenerator] can generate load profiles based on appliances and activities.<br />
<br />
== Distribution Network Studies ==<br />
<br />
=== For distributed renewables ===<br />
<br />
[https://www.dena.de/themen-projekte/projekte/energiesysteme/dena-verteilnetzstudie/ DENA Verteilnetzstudie], German Energy Agency (DENA), 2012, considers up to 82% renewable electricity in 2030<br />
<br />
[https://www.bundesregierung.de/breg-de/service/publikationen/-moderne-verteilernetze-fuer-deutschland-verteilernetzstudie--727438 BMWi Verteilernetzstudie], German Ministry for Economic Affairs and Energy, 2014<br />
<br />
=== For electrified transport and building heating ===<br />
<br />
[https://www.agora-energiewende.de/veroeffentlichungen/verteilnetzausbau-fuer-die-energiewende-1/ Verteilnetzausbau für die Energiewende: Elektromobilität im Fokus], Agora Verkehrswende, 2019, focus on full electrification of passenger cars<br />
<br />
[https://www.dena.de/themen-projekte/projekte/energiesysteme/dena-leitstudie-integrierte-energiewende/ DENA Leitstudie Integrierte Energiewende], German Energy Agency (DENA), 2018</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Distribution_network_datasetsDistribution network datasets2019-09-13T16:45:46Z<p>Tom Brown: </p>
<hr />
<div><br />
== Network Models ==<br />
<br />
=== REDS: REpository of Distribution Systems ===<br />
<br />
[http://www.dejazzer.com/reds.html http://www.dejazzer.com/reds.html]<br />
<br />
Lists 8 radial distribution system datasets, focus seems to be on US.<br />
<br />
=== IEEE PES Distribution Test Feeders ===<br />
<br />
[http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html]<br />
<br />
<br/><br />
<br />
=== ENEXIS Gas and Electricity Network Open Data<br/> ===<br />
<br />
Power and gas grid data from an energy network operator in the Netherlands:<br />
<br />
[https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data]<br />
<br />
The asset files are published as shapefiles with attributes. The spatial reference system used seems to be the 'Amersfoort / RD New' (EPSG 28992) coordinate system, which is standard in the Netherlands.<br />
<br />
<br/><br />
<br />
A small subset of the electric network data is available for viewing online as a CIM ([https://en.wikipedia.org/wiki/Common_Information_Model_(electricity) Common Information Model]) file by navigating to [http://derrickoswald.github.io/CIMSpace/ CIMSpace] and clicking the '''Enexis''' item in the Preset dropdown of the Load dialog. Loading the 500MB file takes about 2 minutes. Instructions for CIMSpace usage are found on [https://github.com/derrickoswald/CIMSpace GitHub].<br/><br />
<br />
<br/><br />
<br />
=== Atlantide - Archive of Distribution Grid Models ===<br />
<br />
Grid Models gained from Italian Distribution Grids. Registration required.<br />
<br />
[http://www.progettoatlantide.it/Atlantide/jsp/index.jsp http://www.progettoatlantide.it/Atlantide/jsp/index.jsp]<br />
<br />
From the Website:<br />
<br />
"[...] archive of models to be used as a reference for future research and development initiatives on MV and LV electrical distribution networks (passive and active). [...]&nbsp;:<br/><br />
<br />
*Models of reference network configurations typical of the Italian territory;<br />
*Models of generating units and loads;<br />
*Models of components supported by a database containing their typical characteristics;<br />
*Evolutionary scenarios of distribution systems in the next future."<br />
<br />
<br/><br />
<br />
=== Simbench ===<br />
<br />
[https://simbench.de/ Simbench] has [http://141.51.193.167/simbench/gui/usecase/download/?Simbench_Code=1-complete_data-mixed-all-0-sw datasets] in CSV format that appear to be a complete model of an over 100,000 node medium and low voltage network with electrical parameters.<br />
<br />
=== Pandapower ===<br />
<br />
[http://www.pandapower.org Pandapower] has included various [https://pandapower.readthedocs.io/en/v2.0.1/networks.html sample networks] in the pandapower.networks python module.<br />
<br />
=== Ding0 ===<br />
<br />
[https://github.com/openego/ding0 Ding0/openEGO] will generate [https://dingo.readthedocs.io/en/dev/usage_details.html#examples synthetic networks]. There is a desire to expand this to cover an entire region.<br />
<br />
== Time Series ==<br />
<br />
=== Low Carbon London ===<br />
<br />
[https://data.london.gov.uk/dataset/smartmeter-energy-use-data-in-london-households Detailed load data] is available for 100 of the set of 5,567 housholds of the Low Carbon London project. This data has been used in two pending papers ([https://doi.org/10.1016/j.apenergy.2018.08.004 https://doi.org/10.1016/j.apenergy.2018.08.004] & [https://doi.org/10.1016/j.enbuild.2018.12.003 https://doi.org/10.1016/j.enbuild.2018.12.003]) related to local electricity markets, such as [http://quartier-strom.ch/index.php/en/homepage/ Quartierstrom] and [https://cityxchange.eu/ CityXchange].<br />
<br />
=== RAMP ===<br />
<br />
Stocastic load profiles can be generated using [https://github.com/SESAM-Polimi/RAMP RAMP].<br />
<br />
=== Sector Coupling - Load Shape Generator ===<br />
<br />
The [https://github.com/Pyosch/Sectorcoupling-Loadshapegenerator Loadshapegenerator] adds load shapes of heat pumps, electric vehicles, photovoltaic and electric home storage to a base load.<br />
<br />
=== Load Profile Generator ===<br />
<br />
The [https://www.loadprofilegenerator.de/ LoadProfileGenerator] can generate load profiles based on appliances and activities.<br />
<br />
== Distribution Network Studies ==<br />
<br />
=== For distributed renewables ===<br />
<br />
[https://www.dena.de/themen-projekte/projekte/energiesysteme/dena-verteilnetzstudie/ DENA Verteilnetzstudie], German Energy Agency (DENA), 2012, considers up to 82% renewable electricity in 2030<br />
<br />
=== For electrified transport and building heating ===<br />
<br />
[https://www.agora-energiewende.de/veroeffentlichungen/verteilnetzausbau-fuer-die-energiewende-1/ Verteilnetzausbau für die Energiewende: Elektromobilität im Fokus], Agora Verkehrswende, 2019, focus on full electrification of passenger cars<br />
<br />
[https://www.dena.de/themen-projekte/projekte/energiesysteme/dena-leitstudie-integrierte-energiewende/ DENA Leitstudie Integrierte Energiewende], German Energy Agency (DENA), 2018</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Distribution_network_datasetsDistribution network datasets2019-09-13T16:28:40Z<p>Tom Brown: </p>
<hr />
<div><br />
== Network Models ==<br />
<br />
=== REDS: REpository of Distribution Systems ===<br />
<br />
[http://www.dejazzer.com/reds.html http://www.dejazzer.com/reds.html]<br />
<br />
Lists 8 radial distribution system datasets, focus seems to be on US.<br />
<br />
=== IEEE PES Distribution Test Feeders ===<br />
<br />
[http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html http://www.ewh.ieee.org/soc/pes/dsacom/testfeeders/index.html]<br />
<br />
<br/><br />
<br />
=== ENEXIS Gas and Electricity Network Open Data<br/> ===<br />
<br />
Power and gas grid data from an energy network operator in the Netherlands:<br />
<br />
[https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data https://www.enexis.nl/over-ons/wat-bieden-we/andere-diensten/open-data]<br />
<br />
The asset files are published as shapefiles with attributes. The spatial reference system used seems to be the 'Amersfoort / RD New' (EPSG 28992) coordinate system, which is standard in the Netherlands.<br />
<br />
<br/><br />
<br />
A small subset of the electric network data is available for viewing online as a CIM ([https://en.wikipedia.org/wiki/Common_Information_Model_(electricity) Common Information Model]) file by navigating to [http://derrickoswald.github.io/CIMSpace/ CIMSpace] and clicking the '''Enexis''' item in the Preset dropdown of the Load dialog. Loading the 500MB file takes about 2 minutes. Instructions for CIMSpace usage are found on [https://github.com/derrickoswald/CIMSpace GitHub].<br/><br />
<br />
<br/><br />
<br />
=== Atlantide - Archive of Distribution Grid Models ===<br />
<br />
Grid Models gained from Italian Distribution Grids. Registration required.<br />
<br />
[http://www.progettoatlantide.it/Atlantide/jsp/index.jsp http://www.progettoatlantide.it/Atlantide/jsp/index.jsp]<br />
<br />
From the Website:<br />
<br />
"[...] archive of models to be used as a reference for future research and development initiatives on MV and LV electrical distribution networks (passive and active). [...]&nbsp;:<br/><br />
<br />
*Models of reference network configurations typical of the Italian territory;<br />
*Models of generating units and loads;<br />
*Models of components supported by a database containing their typical characteristics;<br />
*Evolutionary scenarios of distribution systems in the next future."<br />
<br />
<br/><br />
<br />
=== Simbench ===<br />
<br />
[https://simbench.de/ Simbench] has [http://141.51.193.167/simbench/gui/usecase/download/?Simbench_Code=1-complete_data-mixed-all-0-sw datasets] in CSV format that appear to be a complete model of an over 100,000 node medium and low voltage network with electrical parameters.<br />
<br />
=== Pandapower ===<br />
<br />
[http://www.pandapower.org Pandapower] has included various [https://pandapower.readthedocs.io/en/v2.0.1/networks.html sample networks] in the pandapower.networks python module.<br />
<br />
=== Ding0 ===<br />
<br />
[https://github.com/openego/ding0 Ding0/openEGO] will generate [https://dingo.readthedocs.io/en/dev/usage_details.html#examples synthetic networks]. There is a desire to expand this to cover an entire region.<br />
<br />
== Time Series ==<br />
<br />
=== Low Carbon London ===<br />
<br />
[https://data.london.gov.uk/dataset/smartmeter-energy-use-data-in-london-households Detailed load data] is available for 100 of the set of 5,567 housholds of the Low Carbon London project. This data has been used in two pending papers ([https://doi.org/10.1016/j.apenergy.2018.08.004 https://doi.org/10.1016/j.apenergy.2018.08.004] & [https://doi.org/10.1016/j.enbuild.2018.12.003 https://doi.org/10.1016/j.enbuild.2018.12.003]) related to local electricity markets, such as [http://quartier-strom.ch/index.php/en/homepage/ Quartierstrom] and [https://cityxchange.eu/ CityXchange].<br />
<br />
=== RAMP ===<br />
<br />
Stocastic load profiles can be generated using [https://github.com/SESAM-Polimi/RAMP RAMP].<br />
<br />
=== Sector Coupling - Load Shape Generator ===<br />
<br />
The [https://github.com/Pyosch/Sectorcoupling-Loadshapegenerator Loadshapegenerator] adds load shapes of heat pumps, electric vehicles, photovoltaic and electric home storage to a base load.<br />
<br />
=== Load Profile Generator ===<br />
<br />
The [https://www.loadprofilegenerator.de/ LoadProfileGenerator] can generate load profiles based on appliances and activities.<br />
<br />
== Distribution Network Studies ==<br />
<br />
=== For distributed renewables ====<br />
<br />
[https://www.dena.de/themen-projekte/projekte/energiesysteme/dena-verteilnetzstudie/ DENA Verteilnetzstudie], German Energy Agency (DENA), 2012, considers up to 82% renewable electricity in 2030<br />
<br />
=== For electrified transport and building heating ===<br />
<br />
[https://www.agora-energiewende.de/veroeffentlichungen/verteilnetzausbau-fuer-die-energiewende-1/ Verteilnetzausbau für die Energiewende: Elektromobilität im Fokus], Agora Verkehrswende, 2019, focus on full electrification of passenger cars</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/Main_PageMain Page2019-09-06T15:47:39Z<p>Tom Brown: </p>
<hr />
<div><br />
{| class="FCK__ShowTableBorders" cellspacing="1" cellpadding="1" border="0"<br />
|-<br />
| <div class="box"><div class="trans_head"><br />
<span style="font-size: 1.2em">[http://www.openmod-initiative.org/ Homepage] &#124; [https://twitter.com/openmod Twitter] &#124; [https://en.wikipedia.org/wiki/Open_Energy_Modelling_Initiative Wikipedia] &#124; [https://github.com/openmod-initiative GitHub] &#124; [https://groups.google.com/d/forum/openmod-initiative Mailing list] &#124; [https://forum.openmod-initiative.org/ Forum]</span><br />
</div></div><div class="box"><div class="trans_head"><br />
== Welcome to the openmod initiative's Wiki ==<br />
</div><br />
This is the Wiki Workspace of the openmod initiative. We are an initiative fostering Open Source and Open Data in energy modelling. You can create new articles in this wiki by entering the name of the prospective page into the search box on the top and then follow the link to create the according article. This is a wiki, so everybody can register to edit and create pages!<br />
</div><div class="box"><div class="trans_head"><br />
== Wiki contents ==<br />
</div><br />
*[[Open Models|Models]]<br />
*[[Data|Data]]<br />
*[[Choosing a license|Choosing a license]]<br />
*[[Events|Past workshops]]<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|Recent workshop: Aarhus, Denmark, May 2019]]<br />
*[[Open Energy Modelling Workshop - NREL 2019|Upcoming workshop: NREL, Colorado, USA, September 2019]]<br />
*[[Open Energy Modelling Workshop - Berlin 2020|Upcoming workshop: Berlin, Germany, January 2020]]<br />
<br />
'''See also'''<br />
<br />
*[[Special:RecentChanges|Recent changes]] for the latest activity on the wiki<br />
</div><br />
| <div style="width: 0.6em"></div><br />
| style="width: 25%" | <div style="width: 100%" id="tagcloud_front" class="box"><br />
== Largest Categories ==<br />
<div class="box_content"><br />
<tagcloud style="position: relative"><br />
min_size=80<br />
increase_factor=60<br />
exclude=Systemfile,Systempage,License_Template<br />
min_count=5<br />
</tagcloud><br />
</div></div><div style="width: 100%" id="latestarticles_front" class="box"><br />
== Latest Articles ==<br />
<div class="box_content"><dpl><br />
notcategory=users<br />
notcategory=systempage<br />
addcategories = true<br />
namespace=<br />
count=5<br />
ordermethod=firstedit<br />
order=descending<br />
addeditdate=true<br />
addlasteditor=true<br />
userdateformat=d M Y<br />
format = {| ¶!,¶|-¶ | %DATE% <br>[[%PAGE%]] ,,¶|}<br />
</dpl></div></div><br />
|}<br />
<br />
__NOTOC____NOEDITSECTION____NOAUTHORLIST__</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/EventsEvents2019-09-06T09:33:09Z<p>Tom Brown: </p>
<hr />
<div><br />
You can find details of events and workshops organized by the openmod initiative.<br />
<br />
<br/><br />
<br />
== Openmod Workshops ==<br />
<br />
There are usually one or two openmod workshops per year.<br />
<br />
*[[Open Energy Modelling Workshop - Berlin 2020|10th European Open Energy Modelling Workshop]], Berlin, 15-17 January 2020<br />
*[[Open Energy Modelling Workshop - NREL 2019|1st North American Open Energy Modelling Workshop]], NREL, Golden, Colorado, United States, 18-19 September 2019<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|9th Open Energy Modelling Workshop]], Aarhus, 22-24 May 2019<br />
*[[Open Energy Modelling Workshop - Zurich 2018|8th Open Energy Modelling Workshop]], Zurich, 6-8 June 2018<br />
*[[Open Energy Modelling Workshop - Munich 2017|7th Open Energy Modelling Workshop]], Munich, 11-13 October 2017<br />
*[[Open Energy Modelling Workshop - Frankfurt 2017|6th Open Energy Modelling Workshop]], Frankfurt, 20-21 April 2017<br />
*[[Open Energy Modelling Workshop - Milano 2016|5th Open Energy Modelling Workshop]], Milan, 27-28 October 2016<br />
*[[Open Energy Modelling Workshop - Stockholm 2016|4th Open Energy Modelling Workshop]], Stockholm, 28-29 April 2016<br />
*[[Open Energy Modelling Workshop - London 2015|3rd Open Energy Modelling Workshop]], London, Imperial College, 10-11 September 2015<br />
*[[2nd Open Energy Modelling Workshop|2nd Open Energy Modelling Workshop]], Berlin, 13-14 April 2015<br />
*[[Founding workshop|Founding workshop]], Berlin, 18-19 September 2014</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/EventsEvents2019-09-06T09:26:06Z<p>Tom Brown: /* Openmod Workshops */</p>
<hr />
<div><br />
You can find details of events and workshops organized by the openmod initiative.<br />
<br />
<br />
== Openmod Workshops ==<br />
<br />
There are usually one or two openmod workshops per year.<br />
<br />
*[[Open Energy Modelling Workshop - Berlin 2019|10th European Open Energy Modelling Workshop]], Berlin, 15-17 January 2020<br />
*[[Open Energy Modelling Workshop - NREL 2019|1st North American Open Energy Modelling Workshop]], NREL, Golden, Colorado, United States, 18-19 September 2019<br />
*[[Open Energy Modelling Workshop - Aarhus 2019|9th Open Energy Modelling Workshop]], Aarhus, 22-24 May 2019<br />
*[[Open Energy Modelling Workshop - Zurich 2018|8th Open Energy Modelling Workshop]], Zurich, 6-8 June 2018<br />
*[[Open Energy Modelling Workshop - Munich 2017|7th Open Energy Modelling Workshop]], Munich, 11-13 October 2017<br />
*[[Open Energy Modelling Workshop - Frankfurt 2017|6th Open Energy Modelling Workshop]], Frankfurt, 20-21 April 2017<br />
*[[Open Energy Modelling Workshop - Milano 2016|5th Open Energy Modelling Workshop]], Milan, 27-28 October 2016<br />
*[[Open Energy Modelling Workshop - Stockholm 2016|4th Open Energy Modelling Workshop]], Stockholm, 28-29 April 2016<br />
*[[Open Energy Modelling Workshop - London 2015|3rd Open Energy Modelling Workshop]], London, Imperial College, 10-11 September 2015<br />
*[[2nd Open Energy Modelling Workshop|2nd Open Energy Modelling Workshop]], Berlin, 13-14 April 2015<br />
*[[Founding workshop|Founding workshop]], Berlin, 18-19 September 2014</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/DataData2019-09-06T09:19:21Z<p>Tom Brown: /* Interactive data visualizations */</p>
<hr />
<div><br />
This is work in progress and supposed to become a link list to sources of open energy related data. We focus on collecting links to data relevant for the modelling of energy and electricity systems and markets. You are welcome to fill in the missing spots and non-existing pages. Also, you are welcome to extend the list of relevant data (e.g. for a European energy system model) that we should collect links to in the future:<br />
<br />
[[Data requirements for a European energy system model|Data requirements for a European energy system model]]<br />
<br />
= Open data sources for energy modelling =<br />
<br />
Open datasets related to energy are listed here by type.<br />
<br />
*Demand<br />
**[[Electricity demand|Electricity demand]]<br />
**[[Thermal demand|Thermal demand]]<br />
**[[Transport demand|Transport demand]]<br />
**[[Industrial demand|Industrial demand]]<br />
<br />
*Resources and Potentials<br />
**[[Weather data|Weather data and availability of renewable energy]]<br />
**[[Wind geographical potentials|Wind geographical potentials]]<br />
**[[Biomass potentials|Biomass potentials]]<br />
**[[Hydroelectricity data|Hydroelectricity potentials]]<br />
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*Networks<br />
**[[Transmission network datasets|Electricity transmission network datasets]]<br />
**[[Distribution network datasets|Electricity distribution network datasets]]<br />
**[[Gas network datasets|Gas network datasets]]<br />
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*Technologies<br />
**[[Power plant portfolios|Power plants]]<br />
**[[Technology assumptions|Generation technology assumptions and projections]]<br />
**[[Storage technology assumptions and projections|Storage technology assumptions and projections]]<br />
**[[End-use technology assumptions and projections|End-use technology assumptions and projections]]<br />
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*[[Demographic and socio-economic data|Demographic and socio-economic data]]<br />
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*[[Environmental data and regulations|Environmental data and regulations]]<br />
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*[[Historical data and profiles|Historical data and profiles]]<br />
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*[[Energy Scenarios|Energy scenarios]]<br />
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*[[Country-specific targets and policies|Country-specific targets and policies]]<br />
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= Other lists of energy-related open datasets =<br />
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*The Wikipedia article [https://en.wikipedia.org/wiki/Open_energy_system_databases open energy system databases] lists some of the portals serving open energy system datasets.<br />
*[http://datahub.io/dataset?q=energy datahub.io category "Energy"] has more datasets.<br />
*[http://energypedia.info/ Energypedia] is a wiki platform for collaborative knowledge exchange on renewable energy and energy access issues in the context of development cooperation. *[http://enipedia.tudelft.nl/ Enipedia (TU Delft)] is an active exploration into the applications of wikis and the semantic web for energy and industry issues. An extensive compilation of links to other data sources can be found at [http://enipedia.tudelft.nl/wiki/Energy_and_Industry_Data_Sets Energy and Industry Data Sets] and [http://enipedia.tudelft.nl/wiki/Electricity_Transmission_Network Electricity_Transmission Network].<br />
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*[https://www.europeandataportal.eu/ European Data Portal]<br />
*[http://www.iea-etsap.org/web/E-techDS.asp IEA ETSAP energy technology data source (E-Tech-DS)] is a series of four-page technology briefs similar to the [https://www.iea.org/publications/freepublications/ IEA Energy Technology Essentials (filter for "essentials")]. The page contains short technical descriptions of 29 energy related technologies from power production, synthesised fuels, and fossil fuel production.<br />
*[http://www.iaee.org/en/EnergyDataLinks/ International Association of Energy Economists (IAEE) Energy Data Links (EDL)] provides a searchable database of energy-related resources<br />
*[http://en.openei.org/ OpenEI] features a wiki of crowd-sourced energy information and a database of single source data on buildings, energy, efficiency, consumption, demand, potential.<br />
*[https://oep.iks.cs.ovgu.de/dataedit/ OpenEnergy Database] was started with the requirements gathered in the first openmod meetings and was developed completely open with support of the openmod community. Input and result data from research of energy system studies are available via an API. The OEDB provides some automated visualisations of the available data.<br />
*[http://open-power-system-data.org/data-sources Open Power System Data] has an extensive collection of links to data sources (Electricity consumption, Capacity and generation by fuel, Power plant data, Hydro power data, Prices and related data, Weather data, Wind and solar power time series, Country-specific data portals).<br />
*[http://www.ourenergypolicy.org/resource-library/ OurEnergyPolicy.org Resource Library]&nbsp;is a free online energy resource library updated weekly.<br />
*[http://www.pfbach.dk/ PFBach.dk], a collection of wind and solar in-feed profiles<br />
*[http://data.reegle.info/ reegle] is a data provider of country energy profiles, energy statistics and a directory of relevant stakeholders. It also offers the clean energy search and an extensive glossary. There is also an insightful clean energy blog with interesting and up-to-date background information.<br />
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= Data sharing techniques =<br />
<br />
The Open Knowledge foundation promotes the use of its '''[http://data.okfn.org/ data package]''' standard. It consists of using CSV for payload (data) and a file package.json to attach machine-readable metadata. The page links to many examples of existing, curated and maintained datasets that adhere to this standard. Additionally, they drive the creation of a software ecosystem that can create and digest this format. Due to its simplicity, using data packages does not depend on this ecosystem.<br />
<br />
'''GitHub repositories''' are another pragmatic way of sharing "small" (up to about 10 MB) datasets. A fun example is the [http://bundestag.github.io/gesetze/ Bundesgit], a collection of all German federal laws under version control. New laws or modfications are tracked as commits, allowing to "see" how a dataset -- laws, in that case -- evolve over time. The repository [https://github.com/openmundi/world.db openmundi/world.db] shows a more data-focused way of using Git, or GitHub, for collaborative collection of data. However, it clearly shows the limitations of using a version control system for code on data.<br />
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An upcoming and (technically) promising project is '''[http://dat-data.com/ dat]''', which "is a version-controlled, decentralized data tool for collaboration between data people and data systems." Or, simply: Git for data. It is currently in public beta test, but has come a long way already.<br />
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= Help finding energy data =<br />
<br />
You can find a list of the latest questions on energy data sources on StackExchange: [http://opendata.stackexchange.com/questions/tagged/energy http://opendata.stackexchange.com/questions/tagged/energy]<br />
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= Data extraction scripts =<br />
<br />
Feel free to add scripts here, by creating a new wiki page, or place them on [https://gist.github.com/ Github Gists].<br />
<br />
*[https://gitlab.tubit.tu-berlin.de/electricity-modeling/crossborder-skript ENTSOE Cross-border Trading Flows Extraction Script by TU Berlin]<br />
*[http://www.open-power-system-data.org Open Power System Data] developed a data platform with open source scripts (based on Python and Jupyter Notebooks) for data on generation capacities, power plants, load timeseries and weather data. Project running until 07/2017. The public version of the data platform was released 10/2016.<br />
*[https://www.electricitymap.org/ electricitymap.org] has parser scrips for various online data sources in its [https://github.com/tmrowco/electricitymap-contrib#real-time-electricity-data-sources GitHub/parsers page] under GPLv3 license.<br />
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= Interactive data visualizations =<br />
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*[https://www.energy-charts.de/index.htm Energy Charts] by Fraunhofer ISE<br />
*[https://www.entsoe.eu/data/map/ Interactive Power Transmission Grid Map] by ENTSO-E<br />
*[https://transparency.entsog.eu/ Interactive Gas Transmission Grid Map] by ENTSO-G<br />
*[https://www.electricitymap.org/?page=map&solar=false&remote=true&wind=false Electricity Map] shows the current carbon intensity of electricity consumed/produced.<br />
*[https://www.agora-energiewende.de/en/service/recent-electricity-data/chart/matrix/19.09.2017/19.09.2018/ Recent Electricity Data] by Agora Energiewende (English and German)<br />
*[https://globalwindatlas.info/ Global Wind Atlas] by Technical University of Denmark<br />
*[https://globalsolaratlas.info/ Global Solar Atlas] by the World Bank Group<br />
*[https://www.epexspot.com/en/market-data/dayaheadauction/chart/auction-chart/ EPEX Spot Day Ahead Auction]<br />
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= Data organization ideas =<br />
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A scheme similar to [http://us-city.census.okfn.org/ http://us-city.census.okfn.org/] might be useful for mapping out what types of data are available where.</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User_talk:Brikkho.netUser talk:Brikkho.net2019-04-12T12:58:27Z<p>Tom Brown: Welcome!</p>
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<div>'''Welcome to ''wiki.openmod-initiative.org''!'''<br />
We hope you will contribute much and well.<br />
You will probably want to read the [[Help:Contents|help pages]].<br />
Again, welcome and have fun! [[User:Tom Brown|Tom Brown]] ([[User talk:Tom Brown|talk]]) 14:58, 12 April 2019 (CEST)</div>Tom Brownhttps://wiki.openmod-initiative.org/wiki/User:Brikkho.netUser:Brikkho.net2019-04-12T12:58:27Z<p>Tom Brown: Creating user page for new user.</p>
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<div></div>Tom Brown