Categories - Energy Systems - Load and Demand Forecasting

Topics

electricity-load, energy-demand, energy-demand-forecasting, arima, electric-load-forecasting, gru, lstm, rnn, ses, sma, wma, energy-forecasting, flexibility-modeling,

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: 07 Jun 2025 - Ranking: 15.9

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: 07 Jun 2025 - Ranking: 15.2

CityLearn

Official reinforcement learning environment for demand response and load shaping.

Energy Systems - Load and Demand Forecasting - Last synced: 07 Jun 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: 07 Jun 2025 - Ranking: 9.6

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: 07 Jun 2025 - Ranking: 7.7

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: 07 Jun 2025 - Ranking: 5.6

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: 07 Jun 2025 - Ranking: 3.0

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: 07 Jun 2025 - Ranking: -Infinity

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: 07 Jun 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

uwe [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

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

Marie Gering [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

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

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

birgits [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

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

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

Elaine Hale [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

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

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

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, maintained

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

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

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

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

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

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

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:

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

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:

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

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

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

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

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

Allen Wu [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:

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

Maria Manoli [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

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

Bram Harmsen [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting

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

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

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

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

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

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:

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

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

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

Casey McGrath [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:

dipanjan [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:

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:

MentReeze [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics: energy-forecasting

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

FRONTIER\anna.lane [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:

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

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

Fabian Gotzens [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Load and Demand Forecasting
Topics:

user jupyter [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting

FynnK [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:

VedranKapor [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: 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:

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

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

Augustin Touron [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics: energy-forecasting

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

Florian Oppermann [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

canteli [email protected]

OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Load and Demand Forecasting
Topics:

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