https://wiki.openmod-initiative.org/api.php?action=feedcontributions&feedformat=atom&user=Sebastian+Dirk+Lumpp 2026-05-28T00:30:34Z User contributions MediaWiki 1.19.7 https://wiki.openmod-initiative.org/wiki/Lemlab 2022-01-26T18:18:37Z

<p>Sebastian Dirk Lumpp: </p> <hr /> <div>{{Model<br /> |Full_Model_Name=local energy market laboratory<br /> |Acronym=lemlab<br /> |author_institution=Technical University of Munich<br /> |authors=Sebastian Dirk Lumpp, Markus Doepfert, Michel Zade<br /> |contact_persons=Sebastian Dirk Lumpp<br /> |contact_email=sebastian.lumpp@tum.de<br /> |website=https://github.com/tum-ewk/lemlab<br /> |source_download=https://github.com/tum-ewk/lemlab<br /> |logo=Lemlab logo.png<br /> |text_description=An open-source tool for the agent-based development and testing of local energy market applications. lemlab allows the user to simulate a LEM using a full agent-based modelling (ABM) in either simulation (SIM) or real-time (RTS) modes. This allows the rapid testing of algorithms as well as the real-time integration of hardware and software components.<br /> |User documentation=https://lemlab.readthedocs.io<br /> |Code documentation=https://lemlab.readthedocs.io<br /> |open_source_licensed=Yes<br /> |license=GNU General Public License version 3.0 (GPL-3.0)<br /> |model_source_public=Yes<br /> |Link to source=https://github.com/tum-ewk/lemlab<br /> |data_availability=all<br /> |open_future=No<br /> |modelling_software=Python, Pyomo<br /> |processing_software=PostgreSQL, Ethereum<br /> |External optimizer=Gurobi, CPLEX, GLPK<br /> |Additional software=PyCharm, PostgreSQL, Ethereum<br /> |GUI=No<br /> |model_class=agent-based simulation<br /> |sectors=local energy markets<br /> |technologies=Renewables, Conventional Generation, CHP<br /> |Demand sectors=Households, Other<br /> |Energy carriers (Renewable)=Sun, Wind<br /> |Storage (Gas)=No<br /> |Storage (Heat)=No<br /> |math_modeltype=Simulation, Agent-based<br /> |math_modeltype_shortdesc=Agents: intertemporal convex optimization<br /> Markets: (iterative) double-sided auctions, p2p clearing<br /> Forecasting: naive, deterministic forecasting, neural networks<br /> |deterministic=perfect forecast, deterministic, stochastic<br /> |is_suited_for_many_scenarios=No<br /> |montecarlo=Yes<br /> |computation_time_minutes=20<br /> |computation_time_hardware=CPU: Intel Core i7-8550U, SSD: Samsung 3000MB/s read, 1800 MB/s write<br /> |computation_time_comments=50 prosumers, one day<br /> |Model input file format=No<br /> |Model file format=No<br /> |Model output file format=No<br /> }}</div>

Sebastian Dirk Lumpp https://wiki.openmod-initiative.org/wiki/Lemlab 2022-01-26T18:08:08Z

<p>Sebastian Dirk Lumpp: </p> <hr /> <div>{{Model<br /> |Full_Model_Name=local energy market laboratory<br /> |Acronym=lemlab<br /> |author_institution=Technical University of Munich<br /> |authors=Sebastian Dirk Lumpp, Markus Doepfert, Michel Zade<br /> |contact_persons=Sebastian Dirk Lumpp<br /> |contact_email=sebastian.lumpp@tum.de<br /> |website=https://github.com/tum-ewk/lemlab<br /> |source_download=https://github.com/tum-ewk/lemlab<br /> |logo=Lemlab logo.png<br /> |text_description=An open-source tool for the agent-based development and testing of local energy market applications. lemlab allows the user to simulate a LEM using a full agent-based modelling (ABM) in either simulation (SIM) or real-time (RTS) modes. This allows the rapid testing of algorithms as well as the real-time integration of hardware and software components.<br /> |User documentation=https://lemlab.readthedocs.io<br /> |Code documentation=https://lemlab.readthedocs.io<br /> |open_source_licensed=Yes<br /> |license=GNU General Public License version 3.0 (GPL-3.0)<br /> |model_source_public=Yes<br /> |Link to source=https://github.com/tum-ewk/lemlab<br /> |data_availability=all<br /> |open_future=No<br /> |modelling_software=Python, Pyomo<br /> |processing_software=PostgreSQL, Ethereum<br /> |External optimizer=Gurobi, CPLEX, GLPK<br /> |Additional software=PyCharm, PostgreSQL, Ethereum<br /> |GUI=No<br /> |model_class=agent-based simulation<br /> |sectors=local energy markets<br /> |technologies=Renewables, Conventional Generation, CHP<br /> |Demand sectors=Households, Other<br /> |Energy carriers (Renewable)=Sun, Wind<br /> |Storage (Gas)=No<br /> |Storage (Heat)=No<br /> |math_modeltype=Simulation, Agent-based<br /> |math_modeltype_shortdesc=Agents: intertemporal convex optimization<br /> Markets: (iterative) double-sided auctions, p2p clearing<br /> Forecasting: naive, deterministic forecasting, neural networks<br /> |deterministic=perfect forecast, deterministic, stochastic<br /> |is_suited_for_many_scenarios=No<br /> |montecarlo=Yes<br /> |computation_time_minutes=10<br /> |computation_time_hardware=CPU: Intel Core i7-8550U, SSD: Samsung 3000MB/s read, 1800 MB/s write<br /> |computation_time_comments=50 prosumers, one day<br /> |Model input file format=No<br /> |Model file format=No<br /> |Model output file format=No<br /> }}</div>

Sebastian Dirk Lumpp https://wiki.openmod-initiative.org/wiki/Lemlab 2022-01-26T17:59:35Z

<p>Sebastian Dirk Lumpp: Initial edit</p> <hr /> <div>{{Model<br /> |Full_Model_Name=local energy market laboratory<br /> |Acronym=lemlab<br /> |author_institution=Technical University of Munich<br /> |authors=Sebastian Dirk Lumpp, Markus Doepfert, Michel Zade<br /> |contact_persons=Sebastian Dirk Lumpp<br /> |contact_email=sebastian.lumpp@tum.de<br /> |website=https://github.com/tum-ewk/lemlab<br /> |source_download=https://github.com/tum-ewk/lemlab<br /> |logo=Lemlab logo.png<br /> |text_description=An open-source tool for the agent-based development and testing of local energy market applications. lemlab allows the user to simulate a LEM using a full agent-based modelling (ABM) in either simulation (SIM) or real-time (RTS) modes. This allows the rapid testing of algorithms as well as the real-time integration of hardware and software components.<br /> |User documentation=https://lemlab.readthedocs.io<br /> |Code documentation=https://lemlab.readthedocs.io<br /> |open_source_licensed=Yes<br /> |license=GNU General Public License version 3.0 (GPL-3.0)<br /> |model_source_public=Yes<br /> |Link to source=https://github.com/tum-ewk/lemlab<br /> |data_availability=all<br /> |open_future=No<br /> |modelling_software=Python, Pyomo<br /> |processing_software=PostgreSQL, Ethereum<br /> |External optimizer=Gurobi, CPLEX, GLPK<br /> |Additional software=PostgreSQL, Ethereum<br /> |GUI=No<br /> |model_class=agent-based simulation<br /> |sectors=local energy markets<br /> |technologies=Renewables, Conventional Generation, CHP<br /> |Demand sectors=Households, Other<br /> |Energy carriers (Renewable)=Sun, Wind<br /> |Storage (Gas)=No<br /> |Storage (Heat)=No<br /> |math_modeltype=Simulation, Agent-based<br /> |math_modeltype_shortdesc=Agents: intertemporal convex optimization<br /> Markets: (iterative) double-sided auctions, p2p clearing<br /> Forecasting: naive, deterministic forecasting, neural networks<br /> |deterministic=perfect forecast, deterministic, stochastic<br /> |is_suited_for_many_scenarios=No<br /> |montecarlo=Yes<br /> |Model input file format=No<br /> |Model file format=No<br /> |Model output file format=No<br /> }}</div>

Sebastian Dirk Lumpp https://wiki.openmod-initiative.org/wiki/File:Lemlab_logo.png 2022-01-26T17:43:25Z

<p>Sebastian Dirk Lumpp: </p> <hr /> <div>== Summary ==<br /> <br /> <br /> == Licensing ==<br /> {{license_ownwork_default}}</div>

Sebastian Dirk Lumpp