100+ datasets found
  1. Electric Power Substations

    • fisheries.noaa.gov
    • datasets.ai
    • +3more
    zip
    Updated Jul 24, 2017
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    Office for Coastal Management (2017). Electric Power Substations [Dataset]. https://www.fisheries.noaa.gov/inport/item/66139
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    zipAvailable download formats
    Dataset updated
    Jul 24, 2017
    Dataset provided by
    Office for Coastal Management
    Area covered
    Description

    This feature class represents known electric power substations within the continental US and Puerto Rico that are located within 20 miles of the coastline. Substations are facilities and equipment that switch, transform, or regulate electric voltage. This data set includes taps, a location where power on a transmission line is tapped by another transmission line. Many large rivers and bays hydr...

  2. US Electric Power Transmission Substations

    • kaggle.com
    zip
    Updated Jan 7, 2023
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    Behrooz Sohrabi (2023). US Electric Power Transmission Substations [Dataset]. https://www.kaggle.com/datasets/behroozsohrabi/us-electric-power-transmission-substations
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    zip(4407908 bytes)Available download formats
    Dataset updated
    Jan 7, 2023
    Authors
    Behrooz Sohrabi
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    United States
    Description

    This feature class/shapefile represents electric power substations primarily associated with electric power transmission. In this layer, substations are considered facilities and equipment that switch, transform, or regulate electric power at voltages equal to, or greater than, 69 kilovolts. Substations with a maximum operating voltage less than 69 kilovolts may be included, depending on the availability of authoritative sources, but coverage of these features should not be considered complete. The Substations feature class/shapefile includes taps, a location where power on a transmission line is tapped by another transmission line.

    Purpose: This feature class/shapefile is for the Homeland Infrastructure Foundation Level Database (HIFLD) https://gii.dhs.gov/HIFLD as well as the Energy modelling and simulation community.

    Last update: 2020-06-23

    Credits: Oak Ridge National Laboratory (ORNL), Los Alamos National Laboratory (LANL), Idaho National Laboratory (INL), National Geospatial-Intelligence Agency (NGA) Homeland Security Infrastructure Program (HSIP) Team

    source: https://gii.dhs.gov/HIFLD image: https://unsplash.com/@publicpowerorg

  3. d

    Electric Substations

    • catalog.data.gov
    Updated Sep 17, 2023
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    HIFLD (2023). Electric Substations [Dataset]. https://catalog.data.gov/dataset/electric-substations
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    Dataset updated
    Sep 17, 2023
    Dataset provided by
    HIFLD
    Description

    Homeland Infrastructure Foundation-Level Data (HIFLD) geospatial data sets containing information on Electric Substations.

  4. p

    Electric Substation Locations Data for United States

    • poidata.io
    csv, json
    Updated Nov 2, 2025
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    Business Data Provider (2025). Electric Substation Locations Data for United States [Dataset]. https://poidata.io/brand-report/electric-substation/united-states
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Nov 2, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    United States
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Brand Affiliation, Geographic Coordinates
    Description

    Comprehensive dataset containing 511 verified Electric Substation locations in United States with complete contact information, ratings, reviews, and location data.

  5. d

    Electric Substations

    • catalog.data.gov
    • opendata.dc.gov
    • +1more
    Updated Feb 4, 2025
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    DC Office of the Chief Technology Officer (OCTO) (2025). Electric Substations [Dataset]. https://catalog.data.gov/dataset/electric-substations-e84fe
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    Dataset updated
    Feb 4, 2025
    Dataset provided by
    DC Office of the Chief Technology Officer (OCTO)
    Description

    Electric sub stations. Contract NCPC 93-02. This document describes the planimetric map production for the 350 tiles located in Washington DC and the surrounding states of MD and VA.

  6. a

    Electricity Transmission Lines

    • digital.atlas.gov.au
    Updated Mar 15, 2023
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    Digital Atlas of Australia (2023). Electricity Transmission Lines [Dataset]. https://digital.atlas.gov.au/datasets/digitalatlas::electricity-transmission-lines/about
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    Dataset updated
    Mar 15, 2023
    Dataset authored and provided by
    Digital Atlas of Australia
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Description

    Abstract The Electrical Infrastructure database presents the spatial locations of Major Power Stations, Electricity Transmission Substations and Electricity Transmission Lines; in point and line format respectively, for known major power stations, transmission substations and transmission lines within Australia.This dataset describes Electricity Transmission Lines; structures in which high voltage electricity supply is converted, controlled or transformed. Currency Date modified: 17 January 2025 Modification frequency: As needed Data extent Spatial extent North: -9.00° South: -44.00° East: 154.00° West: 112.00° Source information In addition to Esri World Imagery, the latest information sources used to identify and attribute the electricity transmission lines were publicly available publications from utility companies, engineering firms and government agencies. Catalog entry: National Electricity Infrastructure Lineage statement The release information for previous and current versions of this dataset is included below: Data download: Mar 2015: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 1 Mar 2017: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 2 Feb 2021: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 3 Nov 2024: Public release of GA’s National Electricity Infrastructure Database – Version 4 Web Service: Feb 2016: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 1 July 2017: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 2 Feb 2021: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 3 Jan 2025: Public release as GA’s National Electricity Infrastructure web service – Version 4 Data dictionary All layers

    Attribute name Description

    OBJECTID* Automatically generated system ID

    SHAPE* Geometry type (Polyline)

    FEATURETYPE A singled feature type “Transmission Line” is the collective name of the different facility subtypes identified in the CLASS field

    DESCRIPTION Brief description of the feature type

    CLASS The feature type subtypes:OverheadUnderground

    GA_GUID A global unique ID

    NAME The name of each individual feature

    OPERATIONALSTATUS A description of the feature’s status:Operational (functioning as an active transmission line)Non-Operational (no longer operational as an active transmission line)

    CAPACITYKV Transmission voltage of the powerline - kilovolts

    STATE The state where this feature is located

    SPATIALCONFIDENCE Confidence rating of the accuracy of the feature’s spatial location (5 high – 1 low)

    REVISED The date the feature was last revised

    COMMENT A free text field for adding general comments about this feature to external users

    LENGTH_M Length of the line in metres measured along the shortest distance with Earth curvature (geodesic line).

    SHAPE_Length Automatically generated length in decimal degrees

    Contact Geoscience Australia, clientservices@ga.gov.au

  7. p

    Electric Substation Locations Data for New York, United States

    • poidata.io
    csv, json
    Updated Oct 31, 2025
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    Business Data Provider (2025). Electric Substation Locations Data for New York, United States [Dataset]. https://poidata.io/brand-report/electric-substation/united-states/new-york
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Oct 31, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    New York
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Brand Affiliation, Geographic Coordinates
    Description

    Comprehensive dataset containing 4 verified Electric Substation locations in New York, United States with complete contact information, ratings, reviews, and location data.

  8. California Electric Substations

    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    Updated Dec 27, 2017
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    California Energy Commission (2017). California Electric Substations [Dataset]. https://arc-gis-hub-home-arcgishub.hub.arcgis.com/datasets/7f37f2535d3144e898a53b9385737ee0
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    Dataset updated
    Dec 27, 2017
    Dataset authored and provided by
    California Energy Commissionhttp://www.energy.ca.gov/
    Area covered
    Description

    The California Energy Commission (CEC) Electric Substation geospatial data layer has been created to display the locations of substations in California. It contains point features representing transmission substations and some distribution substations in California. These substations are fed by electric transmission lines and are used to step-up and step-down the voltage of electricity being carried by the lines, or simply to connect together various lines and maintain reliability of supply. These substations can be located on the surface within fenced enclosures, within special purpose buildings, on rooftops (in urban environments), or underground. A substation feature is also used to represent a location where one transmission line "taps" into another. When used in association with the CEC Power Plant and CEC Electric Transmission Lines geospatial data layers, viewers can analyze the geographic relationships with the substation across utilities, counties and state. The data has been gathered from two sources - internal CEC data and the Department of Homeland Security's - Homeland Infrastructure Foundation-Level Data (HIFLD). The CEC data was created from a project spanning many years and was previously updated in 2016. The data was derived from utility companies and USGS topographic map. Some of the data was rectified from GE and Platts substation geospatial data. The sources for the substation point digitizing are including sub-meter resolution of Digital Globe, Bing, Google, ESRI and NAIP aerial imageries, with scale at least 1:10,000. Occasionally, USGS Topographic map, Google Street View and Bing Bird's Eye are used to verify the precise location of a facility.The substation data, as one of the CEC's California Energy Infrastructure spatial data will be used to: 1. Support the CEC/STEP/Strategic Transmission Planning and Corridor Designation Office in corridor study and transmission line siting; 2. Support the CEC staffs' various analysis by providing general geographic reference information; 3. Enhance communication between and among government agencies on emergency management, resource management, economic development, and environmental study;4. Provide illustration of critical infrastructure spatial data to the public or other agencies in hard copy format.

  9. M

    Electric Transmission Lines and Substations, 60 Kilovolt and Greater,...

    • gisdata.mn.gov
    html
    Updated Nov 22, 2024
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    Geospatial Information Office (2024). Electric Transmission Lines and Substations, 60 Kilovolt and Greater, Minnesota [Dataset]. https://gisdata.mn.gov/dataset/util-elec-trans
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Geospatial Information Office
    Area covered
    Minnesota
    Description

    *** 7/19/22: This dataset and its accompanying map are no longer available since they are inaccurate and outdated. The Minnesota Department of Commerce is no longer maintaining or fielding requests related to this data as it has been unable to consistently obtain accurate, up-to-date information on high voltage transmission lines and substation locations from transmission owners in the state.***

    For alternative sources for transmission line and substation information, see the transmission lines and substations section of MnGeo's information webpage on utilities: https://www.mngeo.state.mn.us/chouse/utilities.html#transmission

    ----------------------------------
    Information describing the previously available dataset is provided in the rest of this metadata record for reference.
    ----------------------------------

    The electric transmission network information consisted of transmission lines, with associated substations, designed to handle 60 Kilovolts or greater.

    The Minnesota Electric Transmission Mapping Project developed two geographic information system datasets: transmission lines and substations. This metadata record describes both datasets.

    In 2002, each electric utility company was mailed a request for their facility information which could be provided in either digital or paper form. The responses varied significantly in quality and quantity. In addition, the companies expressed concerns about providing the information because of security concerns. Data users were strongly encouraged to read the data quality section of this documentation.

    Datasets were published in 2003, 2007, 2014, 2016, and 2021. In 2016 a few changes were made to improve the positional accuracy of lines and substations. The dataset was last updated in July 2021.

    The Minnesota Electric Transmission Mapping Project was a collaborative effort between the Minnesota Department of Commerce and the Minnesota Geospatial Information Office.

  10. p

    Electric Substation Locations Data for Kazakhstan

    • poidata.io
    csv, json
    Updated Nov 18, 2025
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    Business Data Provider (2025). Electric Substation Locations Data for Kazakhstan [Dataset]. https://poidata.io/brand-report/electric-substation/kazakhstan
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Nov 18, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Kazakhstan
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Brand Affiliation, Geographic Coordinates
    Description

    Comprehensive dataset containing 15 verified Electric Substation locations in Kazakhstan with complete contact information, ratings, reviews, and location data.

  11. Electric Substations, Electric substation locations provided to us from...

    • data.wu.ac.at
    Updated Aug 19, 2017
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    NSGIC Local Govt | GIS Inventory (2017). Electric Substations, Electric substation locations provided to us from Kansas City Power and Light and City of Gardner only at this time. AIMS is working on getting other providers in area. Data is limited to CUE (Collaborative Utility Exchange) Participants and subcontracto, Published in 2004, Johnson County Government. [Dataset]. https://data.wu.ac.at/schema/data_gov/MzFjYTU1NGQtMGI4YS00ZjU0LWFjYWQtNjlhNjc0YmYxZjg2
    Explore at:
    Dataset updated
    Aug 19, 2017
    Dataset provided by
    National States Geographic Information Council
    Area covered
    0fde46c6fa1bf1a88ba8f22f97be952f338ed214
    Description

    Electric Substations dataset current as of 2004. Electric substation locations provided to us from Kansas City Power and Light and City of Gardner only at this time. AIMS is working on getting other providers in area. Data is limited to CUE (Collaborative Utility Exchange) Participants and subcontracto.

  12. a

    Electric Substations

    • hub.arcgis.com
    Updated Apr 7, 2018
    + more versions
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    Esri U.S. Federal Datasets (2018). Electric Substations [Dataset]. https://hub.arcgis.com/datasets/fedmaps::electric-substations-3
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    Dataset updated
    Apr 7, 2018
    Dataset authored and provided by
    Esri U.S. Federal Datasets
    Area covered
    Description

    This feature layer depicts wind energy infrastructure including industrial-scale wind turbines, electric substations and electric transmission lines in the State of Texas. The data is derived from the U.S. Geological Survey (USGS) and Homeland Infrastructure Foundation Level Data (HIFLD). A collaboration among USGS scientists related to energy development and environmental consequences began in 2008. This group anticipated finding accurate information on wind energy facilities and turbines in the public sphere, like the type of data available for oil and gas wells. However, turbine information was lacking, and it became apparent that scientists, regulatory agencies, nongovernmental organizations, and other decision-makers all needed spatially accurate wind turbine information. Each of the 8,012 turbine locations includes corresponding facility information and turbine technical specifications.Electric substations are facilities and equipment that switch, transform or regulate electric voltage. The electric substation feature class in this service includes taps, which are locations where power on a transmission line is tapped by another transmission line. Electric substations are part of the electric network system helping to move electricity to where it is needed.Electric power transmission lines are the system of structures, wires, insulators and associated hardware that carry electric power from one point to another in an electric power network. Lines are operated at high voltages varying from 69 kV (Kilo Volts) up to 765 kV and can transmit large quantities of electricity over long distances. The underground transmission lines are included where sources were available.Wind Energy InfrastructureData currency: March 2, 2014 (Turbines) and August 08, 2017 (Electric Substations and Transmission Lines)Data sources: Onshore Industrial Wind Turbine Locations and Electric Substations and Electric Power Transmission LinesFor more information, please visit: Data Series 817 and HIFLDFor feedback: ArcGIScomNationalMaps@esri.comThumbnail source image courtesy of: Thomas KohlerOther Federal User Community federally focused content that may interest youDepartment of the InteriorU.S. Geological SurveyDepartment of Homeland SecurityHomeland Infrastructure Foundation Level Data

  13. E

    Locations and characteristics of electricity substations (33 kV or larger),...

    • catalogue.ceh.ac.uk
    • hosted-metadata.bgs.ac.uk
    • +1more
    zip
    Updated Oct 24, 2022
    + more versions
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    A.A. Lovett; G. Sünnenberg (2022). Locations and characteristics of electricity substations (33 kV or larger), Great Britain, 2018 [Dataset]. http://doi.org/10.5285/0eed5c99-f409-4329-a98e-47f496bb88a2
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    zipAvailable download formats
    Dataset updated
    Oct 24, 2022
    Dataset provided by
    NERC EDS Environmental Information Data Centre
    Authors
    A.A. Lovett; G. Sünnenberg
    License

    https://eidc.ac.uk/licences/ogl/plainhttps://eidc.ac.uk/licences/ogl/plain

    Time period covered
    Jan 1, 2018 - Dec 31, 2018
    Area covered
    Dataset funded by
    Natural Environment Research Council
    Description

    The data consists of names, types, voltages, constraint status and national grid references for 56,865 electricity substations (33 kV or larger) in Great Britain in 2018. It was compiled from information on individual transmission or distribution network operator websites and interpreted to produce a classification of constraint status (where applicable). The data set was compiled from information on individual transmission or distribution network operator websites. The work was funded by the Natural Environment Research Council Award NE/M019713/1.

  14. d

    Electric Substations - California Energy Commission [ds1199].

    • datadiscoverystudio.org
    Updated Mar 8, 2018
    + more versions
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    (2018). Electric Substations - California Energy Commission [ds1199]. [Dataset]. http://datadiscoverystudio.org/geoportal/rest/metadata/item/215e79e076654730b131d06a15de385c/html
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    Dataset updated
    Mar 8, 2018
    Description

    description: The Electric Substation geospatial data layer contains point features representing transmission substations and some distribution substations in California. These substations are fed by electric transmission lines and are used to step-up and step-down the voltage of electricity being carried by the lines, or simply to connect together various lines and maintain reliability of supply. These substations can be located on the surface within fenced enclosures, within special purpose buildings, on rooftops (in urban environments), or underground. A substation feature is also used to represent a location where one transmission line "taps" into another. The transmission line, substation and power plant mapping database were started in 1990 by the CEC GIS staff. The final project was completed in October 2010. The enterprise GIS system on CEC's critical infrastructure database was lead by GIS Unit in November 2014 and was implemented in May 2016. The data was derived from utility companies and USGS topographic map, Some of the data was rectified from GE and Platts substation geospatial data. The sources for the substation point digitizing are including sub-meter resolution of Digital Globe, Bing, Google, ESRI and NAIP aerial imageries, with scale at least 1:10,000. Occasionally, USGS Topographic map, Google Street View and Bing Bird's Eye are used to verify the precise location of a facility.; abstract: The Electric Substation geospatial data layer contains point features representing transmission substations and some distribution substations in California. These substations are fed by electric transmission lines and are used to step-up and step-down the voltage of electricity being carried by the lines, or simply to connect together various lines and maintain reliability of supply. These substations can be located on the surface within fenced enclosures, within special purpose buildings, on rooftops (in urban environments), or underground. A substation feature is also used to represent a location where one transmission line "taps" into another. The transmission line, substation and power plant mapping database were started in 1990 by the CEC GIS staff. The final project was completed in October 2010. The enterprise GIS system on CEC's critical infrastructure database was lead by GIS Unit in November 2014 and was implemented in May 2016. The data was derived from utility companies and USGS topographic map, Some of the data was rectified from GE and Platts substation geospatial data. The sources for the substation point digitizing are including sub-meter resolution of Digital Globe, Bing, Google, ESRI and NAIP aerial imageries, with scale at least 1:10,000. Occasionally, USGS Topographic map, Google Street View and Bing Bird's Eye are used to verify the precise location of a facility.

  15. o

    SP ENW - Substations

    • electricitynorthwest.opendatasoft.com
    Updated Aug 22, 2025
    + more versions
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    (2025). SP ENW - Substations [Dataset]. https://electricitynorthwest.opendatasoft.com/explore/dataset/enwl-substation/
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    Dataset updated
    Aug 22, 2025
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Dataset content available to registered users only

    SP ENW - Substations

    Dataset depicting location of Substations on the SP Electricity North West network. Each Substation has a unique 6 digit identifier and contains information on Infeed and Outfeed Voltages amongst other attribution

    While we use reasonable endeavours to ensure that the data contained within this dataset is accurate, we do not accept any responsibility or liability for the accuracy or the completeness of the content held, or for any loss which may arise from reliance on this dataset and/or its related information.

    If you have any query related to the SP ENW Substations data, please contact us

    HERE

    Actual dataset content is available to registered users only – If you have not already done so, log-in or create new account below

    New User? - Create your new account

    HERE

    Already registered as an SP ENW Portal User? - Log-In

    HERE

    Have you an ODS Portal account created elsewhere? - Log-In

    HERE

  16. a

    Electricity Infrastructure: Baseline: UKPN Primary Substation Locations

    • hub.arcgis.com
    • laep-datahub-alpha-cityhall.hub.arcgis.com
    Updated Dec 11, 2024
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    GREATER LONDON AUTHORITY (2024). Electricity Infrastructure: Baseline: UKPN Primary Substation Locations [Dataset]. https://hub.arcgis.com/datasets/bcfeb42e20fb4b4691393c63c8078226
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    Dataset updated
    Dec 11, 2024
    Dataset authored and provided by
    GREATER LONDON AUTHORITY
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Description

    Author:UK Power NetworksCreation date:October 2021Date of source data harvest:December 2024 Temporal coverage of source data:Up to August 2024 (last modified date, when harvested)Spatial Resolution:Primary substation locationGeometry:PointSource data URL:https://ukpowernetworks.opendatasoft.com/explore/dataset/grid-and-primary-sites/informationData terms of use:CC BY 4.0Data attribution:- UK Power Networks, Key characteristics of active Grid and Primary sites, https://ukpowernetworks.opendatasoft.com/explore/dataset/grid-and-primary-sites/information, August 2024.Workflow Diagram:Not available.Comments:The data and analysis developed for the sub-regional LAEP was undertaken using data available at the time and will need to be refined for a full Phase 2 LAEP. Please check here for more detailed background on the data.Whilst every effort has been made to ensure the quality and accuracy of the data, the Greater London Authority is not responsible for any inaccuracies and/or mistakes in the information provided.Definitions of key terms related to this dataset can be found in the UKPN Open Data Portal Glossary.

  17. a

    GRID3 NGA - Other POI: Energy and Electricity Substations

    • africageoportal.com
    • hub.arcgis.com
    Updated Sep 11, 2020
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    GRID3 (2020). GRID3 NGA - Other POI: Energy and Electricity Substations [Dataset]. https://www.africageoportal.com/datasets/GRID3::grid3-nga-other-poi-energy-and-electricity-substations
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    Dataset updated
    Sep 11, 2020
    Dataset authored and provided by
    GRID3
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Area covered
    Description

    Energy and electricity substation locations and names in Nigeria. Released in September 2020. Dataset is incomplete for the country.

  18. g

    GRID3 Nigeria - Energy and Electricity Substations

    • data.grid3.org
    Updated Sep 11, 2020
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    GRID3 (2020). GRID3 Nigeria - Energy and Electricity Substations [Dataset]. https://data.grid3.org/datasets/grid3-nigeria-energy-and-electricity-substations/api
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    Dataset updated
    Sep 11, 2020
    Dataset authored and provided by
    GRID3
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Area covered
    Description

    Energy and electricity substation locations and names in Nigeria. Released in September 2020. Dataset is incomplete for the country.

  19. A YOLO Annotated 15-class Ground Truth Dataset for Substation Equipment

    • figshare.com
    bin
    Updated Aug 31, 2023
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    Andreas Gomes (2023). A YOLO Annotated 15-class Ground Truth Dataset for Substation Equipment [Dataset]. http://doi.org/10.6084/m9.figshare.24060960.v1
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    binAvailable download formats
    Dataset updated
    Aug 31, 2023
    Dataset provided by
    Figsharehttp://figshare.com/
    figshare
    Authors
    Andreas Gomes
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset contains 7539 images of electric substations with 213566 annotated objects. The images were obtained using different cameras, ranging from cellphone cameras, panoramic aerial cameras, and stereo FLIR cameras, including cameras mounted on an Autonomous Guided Vehicles (AGV). A total of 15 classes of objects were identified in this dataset. These are the classes and their number of instances:Open blade disconnect switch: 1117Closed blade disconnect switch: 26068Open tandem disconnect switch: 4263Closed tandem disconnect switch: 5402Breaker: 4803Fuse disconnect switch: 1925Glass disc insulator: 13803Porcelain pin insulator: 114578Muffle: 8128Lightning arrester: 8788Recloser: 8059Power transformer: 2391Current transformer: 9293Potential transformer: 2904Tripolar disconnect switch: 2044All images in this dataset were collected from a single electrical distribution substation in Brazil over a period of two years. The images were captured at various times of the day and under different weather and seasonal conditions, ensuring a diverse range of lighting conditions for the depicted objects. A team of experts in Electrical Engineering curated all the images to ensure that the angles and distances depicted in the images are suitable for automating inspections in an electrical substation.The file structure of this dataset contains the following directories and files:misc: This directory contains 4030 images collected manually during the morning period, ranging from 8h00 up to 12h00;misc/labels: This subdirectory contains the 4030 YOLO annotated .txt files for the misc directory;agv_day: This directory contains 2270 images collected using an automated guided vehicle during daytime, ranging between 8h00 and 10h00 during morning and in the afternoon between 13h00 and 17h00;agv_day/labels: This subdirectory contains the 2270 YOLO annotated .txt files for the agv_day directory;agv_night_light: This directory contains 899 images collected using an automated guided vehicle during nighttime, where artificial lighting is present, ranging from 20h00 up to 21h00;agv_night_light/labels: This subdirectory contains the 899 YOLO annotated .txt files for the agv_night_light directory;agv_night_dark: This directory contains 340 images collected using an automated guided vehicle during nighttime, without artificial light sources, ranging from 20h00 up to 21h00;agv_night_dark/labels: This subdirectory contains the 340 YOLO annotated .txt files for the agv_night_dark directory;classes.txt: This text file lists the 15 classes indexed in the order used in the annotations.The dataset aims to support the development of computer vision techniques and deep learning algorithms for automating the inspection process of electrical substations. We expect it to be useful for researchers, practitioners, and engineers interested in developing and testing object detection models for automating inspection and maintenance activities in electrical substations.

  20. a

    Transmission Substations

    • digital.atlas.gov.au
    Updated Mar 13, 2025
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    Digital Atlas of Australia (2025). Transmission Substations [Dataset]. https://digital.atlas.gov.au/datasets/digitalatlas::transmission-substations-1/explore?showTable=true
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    Dataset updated
    Mar 13, 2025
    Dataset authored and provided by
    Digital Atlas of Australia
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Description

    AbstractThe Electrical Infrastructure database presents the spatial locations of Major Power Stations, Electricity Transmission Substations and Electricity Transmission Lines; in point and line format respectively, for known major power stations, transmission substations and transmission lines within Australia.This dataset describes Transmission Substations; structures in which high voltage electricity supply is converted, controlled or transformed. Currency Date modified: 17 January 2025 Modification frequency: As needed Data extent Spatial extent North: -9.00° South: -44.00° East: 154.00° West: 112.00° Source information In addition to Esri World Imagery, the latest information sources used to identify and attribute the electricity transmission lines were publicly available publications from utility companies, engineering firms and government agencies. Catalog entry: National Electricity Infrastructure Lineage statement The release information for previous and current versions of this dataset is included below: Data download: Mar 2015: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 1 Mar 2017: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 2 Feb 2021: Public release of GA’s Electricity Infrastructure Database (separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) – Version 3 Nov 2024: Public release of GA’s National Electricity Infrastructure Database – Version 4 Web Service: Feb 2016: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 1 July 2017: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 2 Feb 2021: Public release as a subset of GA’s Electricity Infrastructure separated into 3 parts: Major Power stations, Electricity Transmission line and Electricity Transmission Substations) web service – Version 3 Jan 2025: Public release as GA’s National Electricity Infrastructure web service – Version 4 Data dictionary All layers

    Attribute name Description

    OBJECTID* Automatically generated system ID

    SHAPE* Geometry type (Point)

    FEATURETYPE A singled feature type “Substation” is the collective name of the different facility subtypes identified in the CLASS field

    DESCRIPTION Brief description of the feature type

    CLASS The feature type subtypes:Bulk Supply PointSole UseSubstationSubtransmissionSwitchyardTerminalTransmissionZone

    GA_GUID A global unique id

    NAME The name of this feature

    OPERATIONALSTATUS A description of the feature’s status:Operational (functioning as a substation)Non-Operational (no longer operational as a substation)

    VOLTAGEKV The largest voltage, if multiple, transmission line transmitted to the substation - kilovolts

    LOCALITYThe Location, such as suburb or town, where this feature is located

    STATE The state where this feature is located

    SPATIALCONFIDENCE Confidence rating of the accuracy of the feature’s spatial location (5 high to 1 low)

    REVISED The date the feature was last revised

    COMMENT A free text field for adding general comments about this feature to external users

    X_COORDINATE Degree of longitude

    Y_COORDINATE Degree of latitude

    Contact Geoscience Australia, clientservices@ga.gov.au

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Office for Coastal Management (2017). Electric Power Substations [Dataset]. https://www.fisheries.noaa.gov/inport/item/66139
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Electric Power Substations

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zipAvailable download formats
Dataset updated
Jul 24, 2017
Dataset provided by
Office for Coastal Management
Area covered
Description

This feature class represents known electric power substations within the continental US and Puerto Rico that are located within 20 miles of the coastline. Substations are facilities and equipment that switch, transform, or regulate electric voltage. This data set includes taps, a location where power on a transmission line is tapped by another transmission line. Many large rivers and bays hydr...

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