Categories - Energy Systems - Load and Demand Forecasting
Topics
arima, electric-load-forecasting, gru, lstm, rnn, ses, sma, wma, flexibility-modeling, energy-forecasting, 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: 27 Apr 2025 - Ranking: 17.3
CityLearn
Official reinforcement learning environment for demand response and load shaping.
Energy Systems - Load and Demand Forecasting - Last synced: 27 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: 27 Apr 2025 - Ranking: 15.0
tell
An open-source Python package to model future hourly total electricity loads.
Energy Systems - Load and Demand Forecasting - Last synced: 27 Apr 2025 - Ranking: 11.4
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: 27 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: 27 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: 27 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: 27 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: 27 Apr 2025 - Ranking: -Infinity
Contributors
Fabian Neumann [email protected]
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 [email protected]
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 [email protected]
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
MaGering [email protected]
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 [email protected]
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
Daniel Thom [email protected]
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
Birgit Schachler [email protected]
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 [email protected]
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
Patrik Schönfeldt [email protected]
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
Francesco Witte [email protected]
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
Caroline Moeller [email protected]
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
ehale [email protected]
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
Kyle Niemeyer [email protected]
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
Stephen Bosch [email protected]
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
RL-INSTITUT\hendrik.huyskens [email protected]
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
Patrik Schönfeldt [email protected]
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 [email protected]
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
Joris Nettelstroth [email protected]
OST Projects: 3
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Load and Demand Forecasting
Topics:
buildings, modelica, modelica-library
Krien [email protected]
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
Serhii [email protected]
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
Amedeo Paolo Ceruti [email protected]
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
Frank Kreuwel [email protected]
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 [email protected]
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
Rahman, Aowabin [email protected]
OST Projects: 2
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
hvac
Fabian Gotzens [email protected]
OST Projects: 2
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access, Load and Demand Forecasting
Topics:
Jonas van den Bogaard [email protected]
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
Martino Mensio [email protected]
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
thurber [email protected]
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:
Ubuntu [email protected]
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
Wehkamp [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Casey Burleyson [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Casey McGrath [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Rishabh Agrahari [email protected]
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
Frank Kreuwel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Kingsley Nweye [email protected]
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 [email protected]
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
Bram Harmsen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
bhardier [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Maria Manoli [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Denise [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Mike Heinen [email protected]
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 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Bart Pleiter [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
fortinmax [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
roliveir [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
dipanjan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
Bart Pleiter [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Majid Khoshrou [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
mooneyme [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
zack jensen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
Egor Dmitriev [email protected]
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
Callum Tilbury [email protected]
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 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
MentReeze [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Daniel Thom [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
canteli [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Becker [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
Markus Fleschutz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
decarbonization, decision-support, demand-response, energy-system-modeling, flexibility-modeling
Paul Verwiebe [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
Charlotte Cambier van Nooten [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Martijn Cazemier [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
gfsdekoning [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Augustin Touron [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Florian Oppermann [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting
Allen Wu [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
David Swinkels [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting, lfenergy, openstef
Majid Khoshrou [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Thijs Meeuwisse [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Fabian Gotzens [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
FRONTIER\anna.lane [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:
Rishabh Agrahari [email protected]
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
Alexis Mignon [email protected]
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 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:
energy-forecasting