This page lists energy models published under open source licenses. We regard licenses approved by OSI (opensource.org) and The Open Definition (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.
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.
List of models
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Overview of models by purpose, scope and modelling type
| Model |
Sectors |
Model class |
Math modeltype |
Timeresolution |
Georesolution |
Is suited for many scenarios |
|---|
| Balmorel |
electricity
district heating |
GAMS |
Optimization |
Hour |
something between NUTS 3 and country |
false |
| Calliope |
User-dependent |
Framework |
Optimization |
Hour |
User-dependent |
true |
| DESSTinEE |
All / Electricity |
Simulation |
Simulation |
Hour |
National |
true |
| DIETER |
electricity plus sector coupling (EVs
P2Heat) |
Optimization |
Optimization |
Hour |
In most applications so far, Germany as one node; version with additional central European country nodes available |
true |
| Dispa-SET |
Power system |
EU power system |
Optimization |
Hour |
NUTS1 |
true |
| ELMOD |
Electricity
Heat |
German and European Electricity Market |
Optimization |
Hour |
power plant block, transmission network node |
false |
| EMLab-Generation |
Electricity Market
Carbon Market |
Agent-based Simulation |
Simulation |
Year |
Zones |
true |
| EMMA |
Electricity |
Power market model |
Optimization |
Hour |
Bidding areas (countries) |
false |
| ESO-X |
Electricity |
|
Optimization |
Hour |
single-node (ESONE: 29 nodes) |
true |
| Energy Transition Model |
Households
Buildings
Agriculture
Transport
Industry
Energy |
Demand driven energy model |
Simulation |
Year |
Country |
true |
| EnergyNumbers-Balancing |
Electricity |
Simulating storage and exogenously-variable renewables |
Simulation |
Hour |
National |
true |
| EnergyRt |
|
Reference Energy System |
Optimization |
|
|
true |
| Ficus |
electricity
heating
... |
energy system optimization model |
Optimization |
15 Minute |
|
true |
| Genesys |
Electricity |
Electricity System Model |
Optimization
Simulation |
Hour |
EUMENA, 21 regions |
false |
| NEMO |
|
|
Optimization
Simulation |
Hour |
NEM regions |
true |
| OSeMOSYS |
all |
|
Optimization |
Day |
Country |
false |
| Oemof |
Electricity
Heat
Mobility |
Energy Modelling Framework |
Optimization
Simulation |
Hour |
Depends on user |
false |
| OnSSET |
|
|
Optimization |
Multi year |
1 km to 10 km |
false |
| PowerMatcher |
|
|
|
|
|
false |
| PyPSA |
Electricity
Heat
Transport
User-defined |
Energy System Model |
Optimization
Simulation |
Hour |
User dependent |
true |
| Renpass |
Electricity |
Electricity System Model / Regional Dispatch Model / Transshipment Model |
Optimization
Simulation |
Hour |
Germany: 21 regions / other countries: country |
true |
| SIREN |
Electricity |
Electricity System Model |
Simulation
Other |
Hour |
|
false |
| SciGRID |
Electricity Sector
Mathematical models of networks
network |
Transmission Network Model and Data (input and output) |
Simulation |
|
nodal resolution (all nodes are included) |
false |
| SimSES |
Electricity |
Electrical energy storage system |
Simulation |
Minute |
|
true |
| StELMOD |
Electricity |
Optimization |
Optimization |
Hour |
Nodal resolution |
false |
| Temoa |
all |
energy system optimization model |
Optimization |
Multi year |
single region |
true |
| TransiEnt |
electricity
district heating
Gas |
Dynamic system simulation model library |
Simulation |
Second |
Metropolregion Hamburg |
false |
| URBS |
User-dependent
Electricity |
Energy Modelling Framework |
Optimization |
Hour |
User-dependent |
true |
Overview of models by type, software, implementation and processing
| Model |
Model class |
Modelling software |
Processing software |
|---|
| Balmorel |
GAMS |
GAMS |
|
| Calliope |
Framework |
Python (Pyomo) |
Python (pandas et al) |
| DESSTinEE |
Simulation |
Excel / VBA |
Excel / VBA |
| DIETER |
Optimization |
GAMS; CPLEX |
MS Excel |
| Dispa-SET |
EU power system |
Python (Pyomo), GAMS |
Python |
| ELMOD |
German and European Electricity Market |
GAMS |
|
| EMLab-Generation |
Agent-based Simulation |
Java |
R |
| EMMA |
Power market model |
GAMS |
|
| ESO-X |
|
GAMS; CPLEX |
R |
| Energy Transition Model |
Demand driven energy model |
Developed in-house written in Ruby (on Rails) |
Excel / VBA |
| EnergyNumbers-Balancing |
Simulating storage and exogenously-variable renewables |
Fortran, PHP, Javascript, HTML, CSS |
Matlab, Python |
| EnergyRt |
Reference Energy System |
GAMS; GLPK |
R |
| Ficus |
energy system optimization model |
Python (Pyomo) |
Python (pandas et al) |
| Genesys |
Electricity System Model |
C++, boost library, MySQL and QT4, (optional CPLEX solver implementation) |
Excel/Matlab and a Visualisation tool programmed in QT4 (c++) |
| NEMO |
|
Python |
|
| OSeMOSYS |
|
GNU MathProg |
|
| Oemof |
Energy Modelling Framework |
Python, Pyomo, Coin-OR |
Python, PostgreSQL, PostGIS |
| OnSSET |
|
Python |
Python |
| PowerMatcher |
|
Java |
|
| PyPSA |
Energy System Model |
Python, Pyomo |
Pandas |
| Renpass |
Electricity System Model / Regional Dispatch Model / Transshipment Model |
R |
MySQL / R / RMySQL |
| SIREN |
Electricity System Model |
Python, NREL SAM |
Python |
| SciGRID |
Transmission Network Model and Data (input and output) |
Python, PostgreSQL |
Python, PostgreSQL, Osmosis, osm2pgsql |
| SimSES |
Electrical energy storage system |
Matlab |
Matlab |
| StELMOD |
Optimization |
GAMS |
MS Excel |
| Temoa |
energy system optimization model |
Python (Pyomo) |
SQLite |
| TransiEnt |
Dynamic system simulation model library |
Modelica |
Dymola |
| URBS |
Energy Modelling Framework |
Python (Pyomo) |
Python (pandas et al) |
Overview of models by open-source license, data availability etc.
| Model |
License |
Modelling software |
Model source public |
Data availability |
Open future |
|---|
| Balmorel |
ISC License (ISC) |
GAMS |
true |
all |
true |
| Calliope |
Apache License 2.0 (Apache-2.0) |
Python (Pyomo) |
true |
some |
true |
| DESSTinEE |
Creative Commons Attribution Share-Alike 3.0 (CC-BY-SA-3.0) |
Excel / VBA |
true |
all |
true |
| DIETER |
MIT license (MIT) |
GAMS; CPLEX |
true |
all |
false |
| Dispa-SET |
European Union Public Licence Version 1.1 (EUPL-1.1) |
Python (Pyomo), GAMS |
true |
all |
false |
| ELMOD |
MIT license (MIT) |
GAMS |
true |
some |
true |
| EMLab-Generation |
Apache License 2.0 (Apache-2.0) |
Java |
true |
some |
true |
| EMMA |
Creative Commons Attribution 3.0 (CC-BY-3.0) |
GAMS |
true |
all |
true |
| ESO-X |
MIT license (MIT) |
GAMS; CPLEX |
true |
all |
false |
| Energy Transition Model |
MIT license (MIT) |
Developed in-house written in Ruby (on Rails) |
true |
all |
true |
| EnergyNumbers-Balancing |
GNU General Public License version 3.0 (GPL-3.0) |
Fortran, PHP, Javascript, HTML, CSS |
false |
some |
true |
| EnergyRt |
Affero General Public License v3 (AGPL-3.0) |
GAMS; GLPK |
true |
|
true |
| Ficus |
GNU General Public License version 3.0 (GPL-3.0) |
Python (Pyomo) |
true |
some |
true |
| Genesys |
GNU Library or "Lesser" General Public License version 2.1 (LGPL-2.1) |
C++, boost library, MySQL and QT4, (optional CPLEX solver implementation) |
false |
all |
false |
| NEMO |
GNU General Public License version 3.0 (GPL-3.0) |
Python |
true |
all |
true |
| OSeMOSYS |
Apache License 2.0 (Apache-2.0) |
GNU MathProg |
true |
all |
true |
| Oemof |
GNU General Public License version 3.0 (GPL-3.0) |
Python, Pyomo, Coin-OR |
true |
some |
true |
| OnSSET |
MIT license (MIT) |
Python |
true |
|
false |
| PowerMatcher |
Apache License 2.0 (Apache-2.0) |
Java |
true |
|
false |
| PyPSA |
GNU General Public License version 3.0 (GPL-3.0) |
Python, Pyomo |
true |
all |
false |
| Renpass |
GNU General Public License version 3.0 (GPL-3.0) |
R |
true |
all |
true |
| SIREN |
Affero General Public License v3 (AGPL-3.0) |
Python, NREL SAM |
true |
some |
false |
| SciGRID |
Apache License 2.0 (Apache-2.0) |
Python, PostgreSQL |
true |
all |
true |
| SimSES |
BSD 3-Clause "New" or "Revised" License (BSD-3-Clause) |
Matlab |
true |
all |
false |
| StELMOD |
MIT license (MIT) |
GAMS |
true |
|
false |
| Temoa |
GNU General Public License version 2.0 (GPL-2.0) |
Python (Pyomo) |
true |
all |
false |
| TransiEnt |
|
Modelica |
true |
some |
false |
| URBS |
GNU General Public License version 3.0 (GPL-3.0) |
Python (Pyomo) |
true |
some |
true |
