Electricity Systems: Difference between revisions

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*'''Energy Policy Simulator''': A tool to simulate the greenhouse gas emissions effects of various climate and energy policies, available [https://us.energypolicy.solutions/docs/ here].
*'''Energy Policy Simulator''': A tool to simulate the greenhouse gas emissions effects of various climate and energy policies, available [https://us.energypolicy.solutions/docs/ here].
*'''Optimal Power Flow (OPF) Sampler Package''': A Julia package to generate power grid data samples via optimal power flow methods, available [https://github.com/invenia/OPFSampler.jl/ here].
*'''Optimal Power Flow (OPF) Sampler Package''': A Julia package to generate power grid data samples via optimal power flow methods, available [https://github.com/invenia/OPFSampler.jl/ here].
*'''Pyiso''': A Python client library for data from power grid balancing authorities in the United States, Canada, and Europe. Documentation [https://pyiso.readthedocs.io/en/latest here].


== Data ==
== Data ==
''See the subpages listed [[Electricity Systems#Machine Learning Application Areas|above]] for application-specific datasets.''


=== Electricity system data ===
=== United States ===


*'''Public Utility Data Liberation (PUDL) Project''': A project integrating a variety of United States federal electricity data sources, available [https://github.com/catalyst-cooperative/pudl here] via GitHub.
*'''Public Utility Data Liberation (PUDL) Project''': A project integrating a variety of United States federal electricity data sources, available [https://github.com/catalyst-cooperative/pudl here] via GitHub.
*'''United States ISO/RTO data:''' Electricity market data (e.g., prices, supply, and demand) are available online for a number of US independent system operator/regional transmission organization regions, namely [http://www.caiso.com/TodaysOutlook/Pages/prices.aspx CAISO], [http://www.ercot.com/gridinfo ERCOT], [https://www.iso-ne.com/markets-operations ISO-NE], [https://www.misoenergy.org/markets-and-operations/ MISO], [https://www.nyiso.com/energy-market-operational-data NYISO], [https://dataminer2.pjm.com/list PJM], and [https://marketplace.spp.org/ SPP].
*'''United States ISO/RTO data:''' Electricity market data (e.g., prices, supply, and demand) are available online for a number of US independent system operator/regional transmission organization regions, namely [http://www.caiso.com/TodaysOutlook/Pages/prices.aspx CAISO], [http://www.ercot.com/gridinfo ERCOT], [https://www.iso-ne.com/markets-operations ISO-NE], [https://www.misoenergy.org/markets-and-operations/ MISO], [https://www.nyiso.com/energy-market-operational-data NYISO], [https://dataminer2.pjm.com/list PJM], and [https://marketplace.spp.org/ SPP]. (These data can also be accessed via the [https://pyiso.readthedocs.io/en/latest pyiso Python library].)
*'''European electricity market data from electricityMap''': Links to (and parsers for) European power system data, available [https://github.com/tmrowco/electricitymap-contrib#data-sources here] via GitHub.
*'''Pecan Street:''' Disaggregated energy and water data, available [https://www.pecanstreet.org/dataport/about/ here] (requires login)
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*'''United States Environmental Protection Agency's Air Markets Program data''': Datasets from the US EPA's emissions trading programs. For instance, the Continuous Emissions Monitoring System dataset (also available via the EPA's [ftp://newftp.epa.gov/DMDnLoad/emissions/ FTP site]) provides hourly emissions and generation for many fossil fuel generators in the United States. Available [https://ampd.epa.gov/ampd/ here].


=== Europe ===
=== Renewables forecasting contest data ===


*'''European electricity market data from electricityMap''': Links to (and parsers for) European power system data, available [https://github.com/tmrowco/electricitymap-contrib#data-sources here] via GitHub.
*'''SubseasonalRodeo''': "A benchmark dataset for training and evaluating ''subseasonal forecasting systems''—systems predicting temperature or precipitation 2-6 weeks in advance—in the western contiguous United States." Available [https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/IHBANG here].
*'''European electricity market data via Pyiso''': The [https://pyiso.readthedocs.io/en/latest pyiso Python library] provides data from European power grid control areas.
*'''American Meteorological Society 2013-2014 Solar Energy Prediction Contest''': Contest data for producing daily forecasts of solar energy, available [https://www.kaggle.com/c/ams-2014-solar-energy-prediction-contest here].


=== Demand data ===
=== India ===


*'''Rural Electricity Demand in India (REDI) Dataset''': "The dataset contains detailed information on electricity demand in rural India. The dataset covers 10,000 households and 2,000 rural enterprises across 200 villages in Bihar, Uttar Pradesh, Odisha, and Rajasthan." Available [https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/1ZNLUY here].
*'''Rural Electricity Demand in India (REDI) Dataset''': "The dataset contains detailed information on electricity demand in rural India. The dataset covers 10,000 households and 2,000 rural enterprises across 200 villages in Bihar, Uttar Pradesh, Odisha, and Rajasthan." Available [https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/1ZNLUY here].

*'''Pecan Street:''' Disaggregated energy and water data, available [https://www.pecanstreet.org/dataport/about/ here] (requires login)

=== GHG emissions data ===

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*'''Copernicus global methane data''': Dataset on global methane emissions from 2002 onwards from the European Space Agency, available [https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-methane?tab=overview here].
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*'''United States Environmental Protection Agency's Air Markets Program data''': Datasets from the US EPA's emissions trading programs. For instance, the Continuous Emissions Monitoring System dataset (also available via the EPA's [ftp://newftp.epa.gov/DMDnLoad/emissions/ FTP site]) provides hourly emissions and generation for many fossil fuel generators in the United States. Available [https://ampd.epa.gov/ampd/ here].
*See also: '''[[Remote Sensing Datasets|Satellite imagery datasets]]'''


=== Other ===
=== Other ===
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* '''[[Remote Sensing Datasets|Satellite imagery datasets]]:''' Datasets that may be useful for applications such as power plant emissions detection, power grid mapping, solar panel mapping, etc.
* '''[[Remote Sensing Datasets|Satellite imagery datasets]]:''' Datasets that may be useful for applications such as power plant emissions detection, power grid mapping, solar panel mapping, etc.
*'''Project Sunroof by Google''': Detailed estimates of rooftop solar potential based on sunlight and roof space, available [https://www.google.com/get/sunroof/data-explorer/ here].
*'''Project Sunroof by Google''': Detailed estimates of rooftop solar potential based on sunlight and roof space, available [https://www.google.com/get/sunroof/data-explorer/ here].
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*'''Copernicus global methane data''': Dataset on global methane emissions from 2002 onwards from the European Space Agency, available [https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-methane?tab=overview here].


== References ==
== References ==
Retrieved from "https://wiki.climatechange.ai/wiki/Electricity_Systems"