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| − | = Introduction = | + | = Introduction<br/> = |
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| | Here datasets and modelling issues for the long-distance transport of natural gas are listed. | | Here datasets and modelling issues for the long-distance transport of natural gas are listed. |
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| − | <br/> | + | = Gas network datasets by region<br/> = |
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| − | = Gas network datasets by region = | + | == Germany == |
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| | + | [https://www.bdew.de/internet.nsf/id/8DFFSL-DE_Grafiken BDEW maps] |
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| | + | [http://www.diw.de/sixcms/detail.php?id=diw_01.c.574115.de DIW Data Documentation 92] "Electricity, Heat and Gas Sector Data for Modelling the German System" |
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| | + | [http://www.bundesnetzagentur.de/DE/Sachgebiete/ElektrizitaetundGas/Unternehmen_Institutionen/NetzentwicklungundSmartGrid/Gas/NEP_Gas2016/NEP_Gas2016_node.html German Network Development Plan (NEP) for Gas 2016-2026] |
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| | + | [https://dokumente.ub.tu-clausthal.de/servlets/MCRFileNodeServlet/Document_derivate_00000154/Db112168.pdf PhD Thesis of Jessica Rövekamp] contains German data |
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| | + | [[SciGRID gas|SciGrid_gas Transmission Network Data Model]]<br/> |
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| − | == Germany ==
| + | <br/> |
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| − | [http://www.diw.de/sixcms/detail.php?id=diw_01.c.574115.de DIW Data Documentation 92] "Electricity, Heat and Gas Sector Data for Modelling the German System"
| + | <br/> |
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| − | == Europe == | + | == Europe<br/> == |
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| − | [http://www.gie.eu/ Gas Infrastructure Europe]
| + | === Natural Gas Demand === |
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| − | [http://www.entsog.eu/maps/transmission-capacity-map ENTSO-G capacities and maps] | + | Consumption of EU countries: [https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/Annex C.zip https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/Annex C.zip] |
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| − | [http://www.bundesnetzagentur.de/DE/Sachgebiete/ElektrizitaetundGas/Unternehmen_Institutionen/NetzentwicklungundSmartGrid/Gas/NEP_Gas2016/NEP_Gas2016_node.html German Network Development Plan (NEP) for Gas 2016-2026] | + | SciGRID_gas: Consumption of EU (Nuts1, Nut2 and Nuts3): [https://doi.org/10.5281/zenodo.4922515 https://doi.org/10.5281/zenodo.4922515] |
| | + | |
| | + | === Natural Gas Supply === |
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| | + | Production of EU countries: [https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/Annex C.zip https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/Annex C.zip] |
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| | + | <br/> |
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| | + | === Natural Gas Infrastructure === |
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| | + | [http://www.gie.eu/ Gas Infrastructure Europe]<br/> |
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| | + | [http://www.entsog.eu/maps/transmission-capacity-map ENTSO-G capacities and maps]<br/> |
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| | [http://www.vge.de/wandkarten.aspx VGE European and German gas maps] | | [http://www.vge.de/wandkarten.aspx VGE European and German gas maps] |
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| − | [https://www.bdew.de/internet.nsf/id/8DFFSL-DE_Grafiken BDEW maps] | + | [http://www.topandtail.org.uk/publications/O.Ogunbunmi.pdf Simplification of the European Gas Network] by Cardiff University (Data only on PDF) |
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| − | [https://dokumente.ub.tu-clausthal.de/servlets/MCRFileNodeServlet/Document_derivate_00000154/Db112168.pdf PhD Thesis of Jessica Rövekamp] contains German data | + | [[SciGRID gas|SciGrid_gas Transmission Network Data Model]]<br/> |
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| | + | ==== Pipelines<br/> ==== |
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| | + | Capacities in Europe: [https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx]<br/> |
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| | + | [https://pypi.org/project/osmscigrid/ SciGRID_gas OpenStreetMap pipelines] |
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| | + | [[SciGRID gas|SciGrid_gas transmission data model]] |
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| | + | ==== LNG ==== |
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| | + | Capacities in Europe: [https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx]<br/> |
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| | + | [[SciGRID gas|SciGrid_gas Transmission Network Data Model]] |
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| | + | ==== Storages ==== |
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| | + | [https://agsi.gie.eu/#/ Live data on capacities in Europe] |
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| | + | Capacities in Europe: [https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx https://www.entsog.eu/public/uploads/files/publications/TYNDP/2017/entsog_tyndp_2017_Annex_D_Capacities.xlsx] |
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| | + | [[SciGRID gas|SciGrid_gas Transmission Network Data Model]] |
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| | <br/> | | <br/> |
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| | where sgn(p_m,p_n) =1 if p_m \geq p_n and sgn(p_m,p_n) = -1 if p_m < p_n. | | where sgn(p_m,p_n) =1 if p_m \geq p_n and sgn(p_m,p_n) = -1 if p_m < p_n. |
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| | + | <br/> |
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| − | = Publications<br/> = | + | = List of Gas Models = |
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| | + | *COLUMBUS<ref>COLUMBUS http://www.ewi.research-scenarios.de/de/modelle/columbus/</ref> |
| | + | *EUGAS<ref>EUGAS http://www.ewi.uni-koeln.de/fileadmin/user_upload/Publikationen/Working_Paper/EWI_WP_05-01_Forecasting-European-Gas-Supply.pdf</ref> |
| | + | *[[GAMAMOD|GAMAMOD]] |
| | + | *GAMAMOD-DE |
| | + | *GaMMES<ref>GaMMES http://www.cgemp.dauphine.fr/fileadmin/mediatheque/centres/cgemp/conference%20programmes/Massol_et_al._2013.pdf</ref> |
| | + | *GASMOD<ref>GASMOD http://www.diw.de/sixcms/detail.php?id=diw_02.c.231874.de</ref> |
| | + | *GASTALE<ref>GASTALE https://www.ecn.nl/publications/PdfFetch.aspx?nr=ECN-R--03-001</ref> |
| | + | *GGM (Global Gas Model)<ref>GGM https://www.diw.de/documents/publikationen/73/diw_01.c.417156.de/dp1273.pdf</ref> |
| | + | *MAGELAN |
| | + | *MYNTS-Gas <ref name="https://www.scai.fraunhofer.de/content/dam/scai/de/documents/Mediathek/Produktblaetter/HPA_MYNTS_OptimiertTransportnetzeFuerElektrizitaet_GasUndWasser.pdf">MYTNS Model https://www.scai.fraunhofer.de/content/dam/scai/de/documents/Mediathek/Produktblaetter/HPA_MYNTS_OptimiertTransportnetzeFuerElektrizitaet_GasUndWasser.pdf</ref> |
| | + | *NATGAS |
| | + | *S-GASTALE |
| | + | *[[SciGRID gas|SciGRID_gas]] |
| | + | *TIGER |
| | + | *WGM (The World Gas Model)<ref>WGM https://www.diw.de/sixcms/detail.php?id=diw_01.c.358051.de</ref> |
| | + | *[https://github.com/lanl-ansi/GasModels.jl GasModels.jl] in Julia |
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| | + | <br/> |
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| | + | <br/> |
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| − | == Gas Network Modelling<br/> ==
| + | <br/> |
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| − | Arnold, M. and Andersson, G. [https://www.eeh.ee.ethz.ch/uploads/tx_ethpublications/Arnold_DecomposedElectricityandNaturalGasOPF.pdf Decomposed Electricity and Natural Gas Optimal Power]
| + | = Publications<br/> = |
| − | | + | |
| − | European Climate Foundation [https://europeanclimate.org/energy-union-choices-a-perspective-on-infrastructure-and-energy-security-in-the-transition/ Energy Union Choices: A Perspective on Infrastructure and Energy Security in the Transition], Report, 2016<br/>
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| − | Geidl, M. and Andersson G. [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.164.5417&rep=rep1&type=pdf Optimal Power Flow of Multiple Energy Carriers] IIEEE Transactions on Power Systems, 22(1), 2007
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| − | Kunz, F.; Kendziorski, M.; Schill, W.; Weibezahn, J.; Zepter, J. von Hirschhausen, C.; Hauser, P.; Zech, M.; Möst, D.; Heidari, S.; Felten, J.; Weber, C.: [http://www.diw.de/sixcms/detail.php?id=diw_01.c.574115.de Electricity, Heat and Gas Sector Data for Modelling the German System], Data Documentation, 2017
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| − | Neumann, A., Rosellón, J. & Weigt, H. [http://link.springer.com/article/10.1007/s11067-014-9273-3 Removing Cross-Border Capacity Bottlenecks in the European Natural Gas Market—A Proposed Merchant-Regulatory Mechanism] Networks and Spatial Economics, March 2015, Volume 15, Issue 1, pp 149–181, [https://www.diw.de/documents/publikationen/73/diw_01.c.376700.de/dp1145.pdf DIW Working Paper]
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| − | Rövekamp, J. [https://dokumente.ub.tu-clausthal.de/servlets/MCRFileNodeServlet/Document_derivate_00000154/Db112168.pdf Transportnetzberechnung zur Feststellung der Erdgasversorgungssicherheit in Deutschland unter regulatorischem Einfluss] - PhD Thesis, 2014, TU Clausthal - the references give a good literature overview<br/><br/>
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| | + | == Gas Network Modelling<br/> == |
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| | + | *European Climate Foundation [https://europeanclimate.org/energy-union-choices-a-perspective-on-infrastructure-and-energy-security-in-the-transition/ Energy Union Choices: A Perspective on Infrastructure and Energy Security in the Transition], Report, 2016<br/> |
| | + | *Geidl, M. and Andersson G. [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.164.5417&rep=rep1&type=pdf Optimal Power Flow of Multiple Energy Carriers] IEEE Transactions on Power Systems, 22(1), 2007 |
| | + | *Hauser, P.; Hobbie, H.; Möst, D. [http://ieeexplore.ieee.org/document/7981942/ Resilience in the German Natural Gas Network: Modelling Approach for a High-Resolution Natural Gas System]''',''' 14th International Conference on the European Energy Market, IEEE Xplore |
| | + | *Kunz, F.; Kendziorski, M.; Schill, W.; Weibezahn, J.; Zepter, J. von Hirschhausen, C.; Hauser, P.; Zech, M.; Möst, D.; Heidari, S.; Felten, J.; Weber, C.: [http://www.diw.de/sixcms/detail.php?id=diw_01.c.574115.de Electricity, Heat and Gas Sector Data for Modelling the German System], Data Documentation, 2017 |
| | + | *Neumann, A., Rosellón, J. & Weigt, H. [http://link.springer.com/article/10.1007/s11067-014-9273-3 Removing Cross-Border Capacity Bottlenecks in the European Natural Gas Market—A Proposed Merchant-Regulatory Mechanism] Networks and Spatial Economics, March 2015, Volume 15, Issue 1, pp 149–181, [https://www.diw.de/documents/publikationen/73/diw_01.c.376700.de/dp1145.pdf DIW Working Paper] |
| | + | *Rövekamp, J. [https://dokumente.ub.tu-clausthal.de/servlets/MCRFileNodeServlet/Document_derivate_00000154/Db112168.pdf Transportnetzberechnung zur Feststellung der Erdgasversorgungssicherheit in Deutschland unter regulatorischem Einfluss] - PhD Thesis, 2014, TU Clausthal - the references give a good literature overview<br/><br/> |
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| | == Linearised Weymouth equations == | | == Linearised Weymouth equations == |
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| | *Kjetil T. Midthun, Mette Bjørndal and Asgeir Tomasgard [http://www.jstor.org/stable/41323248 Modeling Optimal Economic Dispatch and System Effects in Natural Gas Networks], The Energy Journal, Vol. 30, No. 4 (2009), pp. 155-180 | | *Kjetil T. Midthun, Mette Bjørndal and Asgeir Tomasgard [http://www.jstor.org/stable/41323248 Modeling Optimal Economic Dispatch and System Effects in Natural Gas Networks], The Energy Journal, Vol. 30, No. 4 (2009), pp. 155-180 |
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| | == Coupling gas-electricity<br/> == | | == Coupling gas-electricity<br/> == |
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| − | *Abrell, J., Gerbaulet, C., Holz, F., Lorenz, C., and Weigt, H. [http://www.diw.de/documents/publikationen/73/diw_01.c.425843.de/dp1317.pdf Combining Energy Networks The Impact of Europe's Natural Gas Network on Electricity Markets until 2050], 2013 DIW Working Paper | + | *Abrell, J., Gerbaulet, C., Holz, F., Lorenz, C., and Weigt, H. [http://www.diw.de/documents/publikationen/73/diw_01.c.425843.de/dp1317.pdf Combining Energy Networks The Impact of Europe's Natural Gas Network on Electricity Markets until 2050], 2013 DIW Working Paper<br/> |
| − | *Abrell, J., Weigt, H. [https://wwz.unibas.ch/uploads/tx_x4epublication/Combined_dynamic_Abrell_Weigt_2014.05.pdf Investments in a Combined Energy Network Model: Substitution between Natural Gas and Electricity] WWZ Discussion Paper 2014/05 | + | *Abrell, J., Weigt, H. [https://wwz.unibas.ch/uploads/tx_x4epublication/Combined_dynamic_Abrell_Weigt_2014.05.pdf Investments in a Combined Energy Network Model: Substitution between Natural Gas and Electricity] WWZ Discussion Paper 2014/05<br/> |
| − | *McCalley, J. (2015) [http://iiesi.org/assets/pdfs/iiesi_102_mccalley1.pdf Integrated Energy System: Co-optimization & Design Issues (Presentation)] | + | *Arnold, M. and Andersson, G. [https://www.eeh.ee.ethz.ch/uploads/tx_ethpublications/Arnold_DecomposedElectricityandNaturalGasOPF.pdf Decomposed Electricity and Natural Gas Optimal Power]<br/> |
| | + | *Hürrenrauch et al. (2017)<br/> |
| | + | *McCalley, J. (2015) [http://iiesi.org/assets/pdfs/iiesi_102_mccalley1.pdf Integrated Energy System: Co-optimization & Design Issues (Presentation)]<br/> |
| | *McCalley, J. (2015) [http://iiesi.org/assets/pdfs/101_mccalley_2.pdf Gas-Electricity Nexus (Presentation)] | | *McCalley, J. (2015) [http://iiesi.org/assets/pdfs/101_mccalley_2.pdf Gas-Electricity Nexus (Presentation)] |
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| | + | = References<br/> = |
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| | + | <references /> |
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| | <br/><br/> | | <br/><br/> |
Here datasets and modelling issues for the long-distance transport of natural gas are listed.
Compressibility, line pack (i.e. storage inside pipes), gas consumption of compressors, daily modelling, Gross Calorific Value (GCV), storage, LNG transport
Compressors are needed to maintain pressure throughout the network. They are typically stationed every 90 km to 150 km in the long-distance network, sometimes up to every 400 km for international routes [Rövekamp]. Onshore long-distance pipelines have a diameter of 0.4 to 1.4 meters and pressures up to 100 bar [Rövekamp]. The compressors can consume up to 5-10% of the transported gas (0.3% per 150 km? citation needed).
It's apparently hard to measure exactly what is flowing at any one time in the network; often only daily flows are modelled or reported.
