Categories - Energy Systems - Load and Demand Forecasting
Topics
flexibility-modeling, energy-forecasting, arima, electric-load-forecasting, gru, lstm, rnn, ses, sma, wma, electricity-load, energy-demand, energy-demand-forecasting,
Projects
OpenSTEF
A Python package which is used to make short term forecasts for the energy sector.
data-science energy energy-forecasting forecasting machine-learning python time-series
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 17.3
CityLearn
Official reinforcement learning environment for demand response and load shaping.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 16.0
demandlib
With the demandlib you can create power and heat profiles for various sectors by scaling them to your desired demand.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 15.1
tell
An open-source Python package to model future hourly total electricity loads.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 11.2
load_forecasting
Load forecasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models.
arima electric-load-forecasting gru lstm machine-learning rnn ses sma time-series-forecasting wma
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 7.7
dsgrid
Enables the compilation of high-resolution load datasets suitable for forward-looking power system and other analyses.
apache-spark electricity-load energy-data energy-demand energy-demand-forecasting python
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 6.2
disaggregator
A set of tools for processing of spatial and temporal disaggregations of demands of electricity, heat and natural gas.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 5.6
draf
Analysis and decision support framework for local multi-energy hubs focusing on demand response.
decarbonization decision-support demand-response energy-system-modeling flexibility-modeling optimization
Energy Systems - Load and Demand Forecasting - Last synced: 30 Apr 2025 - Ranking: 3.5
MAED
An open-source tool for forecasting annual useful and final energy demands, featuring a module for intra-annual modelling of hourly electricity load profiles.
Energy Systems - Load and Demand Forecasting - Last synced: 01 May 2025 - Ranking: 2.7
Contributors
Fabian Neumann fabian.neumann@outlook.de
OST Projects: 11
Categories: Energy Systems, Sustainable Development
Sub Categories: Education, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Global and Regional Energy System Models, Load and Demand Forecasting, Regional Energy System Models, Renewable Energy Integration
Topics:
capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-system, energy-systems, loadflow, optimal-power-flow, optimisation, power-flow and 53 more
uvchik uvchik.git@posteo.eu
OST Projects: 8
Categories: Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Load and Demand Forecasting, Wind Energy
Topics:
power, wind, cooling, energy-system, exergy, heating, powerplant, process-engineering, refrigeration, thermodynamic-cycles and 7 more
Florian Maurer maurer@fh-aachen.de
OST Projects: 8
Categories: Energy Systems, Renewable Energy
Sub Categories: Energy Data Accessibility and Integration, Energy Markets, Energy Modeling and Optimization, Energy System Data Access, Load and Demand Forecasting, Wind Energy
Topics:
power, wind, anaconda, anaconda-distribution, ide, language-server-protocol, qt, spyder, winpython, entsoe and 11 more
Daniel Thom daniel.thom@nrel.gov
OST Projects: 7
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Grid Management and Microgrid, Load and Demand Forecasting, Sustainable Investment
Topics:
nrel, powersystems, simulations, electrical, energy-system, energy-data, matpower, power-systems, power-systems-analysis, rts and 15 more
MaGering marie-claire.gering@rl-institut.de
OST Projects: 7
Categories: Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting, Photovoltaics and Solar Energy
Topics:
oemof, energy-system, modelling-framework, datapackage, tabular-data, datapackages, energy-system-modeling, flexibility-options, sector-coupling, brandenburg and 1 more
Chris Vernon chrisrvernon@gmail.com
OST Projects: 7
Categories: Climate Change, Energy Systems, Hydrosphere, Natural Resources
Sub Categories: Air Quality, Earth and Climate Modeling, Energy Modeling and Optimization, Freshwater and Hydrology, Load and Demand Forecasting, Soil and Land, Water Supply, Water Supply and Quality
Topics:
climate, hydrology, climate-change, climate-model, hector, global-change, groundwater, water, human-earth-system, multi-scale and 5 more
Birgit Schachler birgit.schachler@rl-institut.de
OST Projects: 6
Categories: Energy Systems, Renewable Energy
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Load and Demand Forecasting, Photovoltaics and Solar Energy, Wind Energy
Topics:
photovoltaic, renewable-energy, renewables, solar-energy, power, wind, energy-system, modelling-framework, dingo, elect and 4 more
gplessm guido.plessmann@rl-institut.de
OST Projects: 6
Categories: Energy Systems, Renewable Energy
Sub Categories: Energy Data Accessibility and Integration, Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Grid Analysis and Planning, Load and Demand Forecasting, Photovoltaics and Solar Energy
Topics:
energy-system, modelling-framework, energy-data, marktstammdatenregister, oep, open-energy-family, solar, dingo, elect, grids and 2 more
Francesco Witte francesco.witte@dlr.de
OST Projects: 5
Categories: Energy Systems, Sustainable Development
Sub Categories: Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
energy-system, modelling-framework, datapackage, tabular-data
Patrik Schönfeldt patrik.schoenfeldt@dlr.de
OST Projects: 5
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting, Photovoltaics and Solar Energy
Topics:
energy-system, modelling-framework
ehale elaine.hale@nrel.gov
OST Projects: 4
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting, gams, gdx, gdx-files, pandas-dataframes, read-write, energyplus and 6 more
Caroline Moeller caroline.moeller@rl-institut.de
OST Projects: 4
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
energy-system, modelling-framework, gui-application, oemof, brandenburg, energy-system-model
Stephen Bosch stephen.bosch@gmail.com
OST Projects: 3
Categories: Energy Systems, Renewable Energy
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting, Photovoltaics and Solar Energy, Wind Energy
Topics:
power, wind
Patrik Schönfeldt patrik@salacia.snft.de
OST Projects: 3
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
energy-system, modelling-framework
Amedeo Ceruti amedeo.ceruti@tum.de
OST Projects: 3
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
aggregation, energy-system, typical-periods, building-energy, ubem, urban-analytics, urban-building-energy-model, urban-design
Krien ukrien@ifam.fraunhofer.de
OST Projects: 3
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
energy-system, modelling-framework
Joris Nettelstroth joris.nettelstroth@stw.de
OST Projects: 3
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Load and Demand Forecasting
Topics:
buildings, modelica, modelica-library
RL-INSTITUT\hendrik.huyskens hendrik.huyskens@rl-institut.de
OST Projects: 3
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
oep, open-energy-family, energy-system, modelling-framework, datapackage, tabular-data, database-migrations, oemetadata, sqlalchemy-engine, oemof and 6 more
Kyle Niemeyer kyleniemeyer@fastmail.com
OST Projects: 3
Categories: Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Geothermal Energy, Load and Demand Forecasting
Topics:
borefields, geothermal, geothermal-energy, sizing, computational-fluid-dynamics, finite-element-methods, bycatch, fisheries-management, marine-mammals, shiny and 38 more
Martino Mensio martinomensio@outlook.it
OST Projects: 2
Categories: Consumption, Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting, Mobility and Transportation
Topics:
bike-sharing, bycycle, cities, cycling, shared-mobility, data-mining, document-similarity, fasttext, gensim, information-retrieval and 24 more
Jonas van den Bogaard jonasvdbo@gmail.com
OST Projects: 2
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Grid Management and Microgrid, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef, cucumber-tests, distribution-automation, dlms, iec61850, oslp, public-lighting, smartmetering and 1 more
Amedeo Paolo Ceruti ge38yoz@mytum.de
OST Projects: 2
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Load and Demand Forecasting
Topics:
aggregation, energy-system, typical-periods
Serhii jshmitz@me.com
OST Projects: 2
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Load and Demand Forecasting
Topics:
energy-data, energy-flexibility, energy-forecasting
Frank Kreuwel fpmkreuwel@gmail.com
OST Projects: 2
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Grid Analysis and Planning, Load and Demand Forecasting
Topics:
energy-forecasting, eigen3, powerflow, powersystem, shortcircuit, stateestimation, lfenergy, openstef
flma0001 markus.fleschutz@hs-karlsruhe.de
OST Projects: 2
Categories: Emissions, Energy Systems
Sub Categories: Carbon Offsets and Trading, Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
decarbonization, decision-support, demand-response, energy-system-modeling, flexibility-modeling, carbon-emissions, electricity-market, electricity-prices, marginal-emissions
thurber travis.thurber@pnnl.gov
OST Projects: 2
Categories: Energy Systems, Natural Resources
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting, Water Supply, Water Supply and Quality
Topics:
Fabian Gotzens f.gotzens@fz-juelich.de
OST Projects: 2
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access, Load and Demand Forecasting
Topics:
Rahman, Aowabin aowabin.rahman@pnnl.gov
OST Projects: 2
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
hvac
Callum Tilbury c.tilbury@instadeep.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
buffers, jax, off-policy, reinforcement-learning, rl
BernardoCabral24 bernardocabral2405@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
MentReeze ment.reeze@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
FynnK fynn.kiley@centreforglobalequality.org
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
VedranKapor vedran.kapor@hotmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
Daniel Thom daniel.thom@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
Paul Verwiebe verwiebe@tu-berlin.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
Charlotte Cambier van Nooten charlotte.cambier.van.nooten@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Becker gb611137@fh-muenster.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Markus Fleschutz markus.fleschut@entelios.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
decarbonization, decision-support, demand-response, energy-system-modeling, flexibility-modeling
Martijn Cazemier martijn.cazemier@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
gfsdekoning gfsdekoning@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Augustin Touron augustin.touron@rte-france.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Florian Oppermann florian.oppermann@eonerc.rwth-aachen.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
canteli jose.vazquezcanteli@utexas.edu
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Allen Wu allenwuhoo@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Majid Khoshrou majid.khoshrou@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Thijs Meeuwisse thijs@meeuwis.se
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Wehkamp swehkamp@offis.uni-oldenburg.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
dipanjan dipanjan@qnulabs.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
David Swinkels david.swinkels@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Alexis Mignon alexis.mignon@proabyes.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, distributed, hyperparameter-optimization, parallel
user jupyter jupyter@reserver.acs-lab.eonerc.rwth-aachen.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Fabian Gotzens fabian.gotzens@frontier-economics.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
FRONTIER\anna.lane anna.lane@frontier-economics.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
Casey Burleyson casey.burleyson@pnnl.gov
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Ubuntu ubuntu@ip-172-31-18-80.ap-south-1.compute.internal
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
arima, electric-load-forecasting, gru, lstm, rnn, ses, sma, wma
Casey McGrath mcgrathc@hawaii.edu
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Rishabh Agrahari rishabh.agrahari.eee15@iitbhu.ac.in
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
arima, electric-load-forecasting, gru, lstm, rnn, ses, sma, wma, correspondence, dense-3d-data and 56 more
Kingsley Nweye etonwana@yahoo.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
austin, covid19, ut-austin, co2, iaq, pm, tvoc, building-control, citylearn, decision-transformer and 5 more
Dipam Chakraborty dipamc77@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
building-control, citylearn, decision-transformer, energy-efficiency, energy-management, green-tech, reinforcement-learning, transformers
roliveir ricardo.oliveira@nrel.gov
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
Frank Kreuwel frank.kreuwel@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Bram Harmsen bram.harmsen@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
bhardier benoit.hardier@probayes.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Maria Manoli maria.manoli.mm@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Denise denise.meerkerk@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Mike Heinen mbheinen@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, amazon-web-services, cim, maven, rdd, xml-parser
Gonca Gürses-Tran gonca.guerses@rwth-aachen.de
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Bart Pleiter a.t.pleiter@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
fortinmax maxime.fortin@rte-france.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Rishabh Agrahari rishabh.agrahari@tvarit.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
chatgpt-api, meeting-summarization, meetings, arima, electric-load-forecasting, gru, lstm, rnn, ses, sma and 1 more
Bart Pleiter bart.pleiter@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Majid Khoshrou majid.khoshrou@alliander.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
mooneyme meghan.mooney@nrel.gov
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
zack jensen zjensen@nrel.gov
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
Egor Dmitriev egordmitriev2@gmail.com
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, data-wrangling, datacleaning, datacleansing, datajournalism, datamining, journalism, opendata, reconciliation, wikidata and 16 more