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Datasets:
ai-iot
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EnergyBench

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
energy
smart-meter
electricity
buildings
datasets
croissant
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
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metadata
license: cc-by-sa-4.0
task_categories:
  - time-series-forecasting
language:
  - en
tags:
  - energy
  - smart-meter
  - electricity
  - buildings
  - datasets
  - croissant
size_categories:
  - 10B<n<100B
config:
  - config_name: Commercial-BDG-2-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/BDG-2/*.parquet
  - config_name: Commercial-Berkely-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/Berkely/*.parquet
  - config_name: Commercial-CLEMD-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/CLEMD/*.parquet
  - config_name: Commercial-CU-BEMS-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/CU-BEMS/*.parquet
  - config_name: Commercial-DGS-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/DGS/*.parquet
  - config_name: Commercial-ECRG-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/ECRG-Commercial/*.parquet
  - config_name: Commercial-Enernoc-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/Enernoc/*.parquet
  - config_name: Commercial-EWELD-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/EWELD/*.parquet
  - config_name: Commercial-HB-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/HB/*.parquet
  - config_name: Commercial-IBlend-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/IBlend/*.parquet
  - config_name: Commercial-IOT-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/IOT/*.parquet
  - config_name: Commercial-IPC-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/IPC-Commercial/*.parquet
  - config_name: Commercial-NEST-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/NEST-Commercial/*.parquet
  - config_name: Commercial-PSS-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/PSS/*.parquet
  - config_name: Commercial-RKP-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/RKP/*.parquet
  - config_name: Commercial-SEWA-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/SEWA/*.parquet
  - config_name: Commercial-SKC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/SKC/*.parquet
  - config_name: Commercial-UCIE-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/UCIE/*.parquet
  - config_name: Commercial-ULE-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/ULE/*.parquet
  - config_name: Commercial-UNICON-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Commercial/UNICON/*.parquet
  - config_name: PV-DLEP-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/PV/DLEP/*.parquet
  - config_name: PV-HSG-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/PV/HSG/*.parquet
  - config_name: PV-MYMG-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/PV/MYMG/*.parquet
  - config_name: PV-SPV-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/PV/SPV/*.parquet
  - config_name: PV-SWC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/PV/SWC/*.parquet
  - config_name: Wind-SDWPF-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Wind/SDWPF/*.parquet
  - config_name: Wind-SWC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Wind/SWC/*.parquet
  - config_name: Residential-AMPD-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/AMPD/*.parquet
  - config_name: Residential-BTS-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/BTS/*.parquet
  - config_name: Residential-CEEW-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/CEEW/*.parquet
  - config_name: Residential-DCB-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/DCB/*.parquet
  - config_name: Residential-DEDDIAG-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/DEDDIAG/*.parquet
  - config_name: Residential-DESM-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/DESM/*.parquet
  - config_name: Residential-DTH-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/DTH/*.parquet
  - config_name: Residential-ECCC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/ECCC/*.parquet
  - config_name: Residential-ECRG-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/ECRG-Residential/*.parquet
  - config_name: Residential-ECWM-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/ECWM/*.parquet
  - config_name: Residential-ENERTALK-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/ENERTALK/*.parquet
  - config_name: Residential-fIEECe-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/fIEECe/*.parquet
  - config_name: Residential-GoiEner-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/GoiEner/*.parquet
  - config_name: Residential-GREEND-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/GREEND/*.parquet
  - config_name: Residential-HES-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/HES/*.parquet
  - config_name: Residential-HONDA-Smart-Home-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/HONDA-Smart-Home/*.parquet
  - config_name: Residential-HSG-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/HSG/*.parquet
  - config_name: Residential-HUE-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/HUE/*.parquet
  - config_name: Residential-iFlex-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/iFlex/*.parquet
  - config_name: Residential-IHEPC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/IHEPC/*.parquet
  - config_name: Residential-IPC-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/IPC-Residential/*.parquet
  - config_name: Residential-IRH-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/IRH/*.parquet
  - config_name: Residential-LCL-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/LCL/*.parquet
  - config_name: Residential-LEC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/LEC/*.parquet
  - config_name: Residential-METER-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/METER/*.parquet
  - config_name: Residential-MFRED-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/MFRED/*.parquet
  - config_name: Residential-MIHEC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/MIHEC/*.parquet
  - config_name: Residential-NDB-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/NDB/*.parquet
  - config_name: Residential-NEEA-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/NEEA/*.parquet
  - config_name: Residential-NESEMP-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/NESEMP/*.parquet
  - config_name: Residential-NEST-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/NEST/*.parquet
  - config_name: Residential-Norwegian-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/Norwegian/*.parquet
  - config_name: Residential-PES-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/PES/*.parquet
  - config_name: Residential-Plegma-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/Plegma/*.parquet
  - config_name: Residential-Prayas-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/Prayas/*.parquet
  - config_name: Residential-REED-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/REED/*.parquet
  - config_name: Residential-REFIT-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/REFIT/*.parquet
  - config_name: Residential-RHC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/RHC/*.parquet
  - config_name: Residential-RSL-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/RSL/*.parquet
  - config_name: Residential-SAVE-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/SAVE/*.parquet
  - config_name: Residential-SFAC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/SFAC/*.parquet
  - config_name: Residential-SGSC-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/SGSC/*.parquet
  - config_name: Residential-SMART-Star-Hourly
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/SMART-Star/*.parquet
  - config_name: Residential-SRSA-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/SRSA/*.parquet
  - config_name: Residential-UKST-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/UKST/*.parquet
  - config_name: Residential-WED-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/Hourly/Residential/WED/*.parquet
  - config_name: Commercial-PSS-30min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/30min/Commercial/PSS/*.parquet
  - config_name: Residential-LCL-30min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/30min/Residential/LCL/*.parquet
  - config_name: Residential-METER-30min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/30min/Residential/METER/*.parquet
  - config_name: Residential-SGSC-30min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/30min/Residential/SGSC/*.parquet
  - config_name: Residential-UKST-30min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/30min/Residential/UKST/*.parquet
  - config_name: Commercial-Berkely-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/Berkely/*.parquet
  - config_name: Commercial-CLEMD-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/CLEMD/*.parquet
  - config_name: Commercial-CU-BEMS-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/CU-BEMS/*.parquet
  - config_name: Commercial-DGS-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/DGS/*.parquet
  - config_name: Commercial-ECRG-15min
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/ECRG-Commercial/*.parquet
  - config_name: Commercial-Enernoc-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/Enernoc/*.parquet
  - config_name: Commercial-EWELD-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/EWELD/*.parquet
  - config_name: Commercial-IBlend-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/IBlend/*.parquet
  - config_name: Commercial-NEST-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/NEST/*.parquet
  - config_name: Commercial-RKP-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/RKP/*.parquet
  - config_name: Commercial-SKC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/SKC/*.parquet
  - config_name: Commercial-UCIE-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/UCIE/*.parquet
  - config_name: Commercial-UNICON-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Commercial/UNICON/*.parquet
  - config_name: PV-HSG-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/PV/HSG/*.parquet
  - config_name: PV-SDWPF-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/PV/SDWPF/*.parquet
  - config_name: PV-SPV-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/PV/SPV/*.parquet
  - config_name: PV-SWC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/PV/SWC/*.parquet
  - config_name: Wind-SWC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Wind/SWC/*.parquet
  - config_name: Residential-AMPD-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/AMPD/*.parquet
  - config_name: Residential-BTS-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/BTS/*.parquet
  - config_name: Residential-CEEW-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/CEEW/*.parquet
  - config_name: Residential-DEDDIAG-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/DEDDIAG/*.parquet
  - config_name: Residential-DESM-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/DESM/*.parquet
  - config_name: Residential-DTH-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/DTH/*.parquet
  - config_name: Residential-ECCC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/ECCC/*.parquet
  - config_name: Residential-ECRG-15min
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/15min/Residential/ECRG-Residential/*.parquet
  - config_name: Residential-ENERTALK-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/ENERTALK/*.parquet
  - config_name: Residential-GREEND-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/GREEND/*.parquet
  - config_name: Residential-HONDA-Smart-Home-15min
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/15min/Residential/HONDA-Smart-Home/*.parquet
  - config_name: Residential-HSG-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/HSG/*.parquet
  - config_name: Residential-IHEPC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/IHEPC/*.parquet
  - config_name: Residential-IRH-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/IRH/*.parquet
  - config_name: Residential-LEC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/LEC/*.parquet
  - config_name: Residential-MFRED-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/MFRED/*.parquet
  - config_name: Residential-NDB-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/NDB/*.parquet
  - config_name: Residential-NEEA-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/NEEA/*.parquet
  - config_name: Residential-NESEMP-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/NESEMP/*.parquet
  - config_name: Residential-NEST-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/NEST/*.parquet
  - config_name: Residential-PES-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/PES/*.parquet
  - config_name: Residential-PLEGMA-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/PLEGMA/*.parquet
  - config_name: Residential-Parayas-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/Prayas/*.parquet
  - config_name: Residential-REED-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/REED/*.parquet
  - config_name: Residential-REFIT-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/REFIT/*.parquet
  - config_name: Residential-RHC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/RHC/*.parquet
  - config_name: Residential-RSL-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/RSL/*.parquet
  - config_name: Residential-SAVE-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/SAVE/*.parquet
  - config_name: Residential-SFAC-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/SFAC/*.parquet
  - config_name: Residential-SMART-Start-15min
    data_files:
      - split: train
        path: >-
          Dataset_V0.0/Energy-Load-Profiles/15min/Residential/SMART-Start/*.parquet
  - config_name: Residential-WED-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Energy-Load-Profiles/15min/Residential/WED/*.parquet
  - config_name: metadata
    data_files:
      - split: train
        path:
          - Dataset_V0.0/metadata/Metadata-datasets.csv
          - Dataset_V0.0/metadata/missing/*.csv
  - config_name: Synthetic-SynD-15min
    data_files:
      - split: train
        path: Dataset_V0.0/Synthetic-Energy-Load-Profiles/15min/SynD/*.parquet
  - config_name: Synthetic-SDG-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Synthetic-Energy-Load-Profiles/Hourly/SDG/*.parquet
  - config_name: Synthetic-SynD-Hourly
    data_files:
      - split: train
        path: Dataset_V0.0/Synthetic-Energy-Load-Profiles/Hourly/SynD/*.parquet

EnergyBench Dataset

A open-source large-scale energy meter dataset designed to support a variety of energy analytics applications, including load profile analysis, and load forecasting. It compiles over 60 detailed electricity consumption datasets encompassing approximately 78,000 real buildings representing the global building stock, offering insights into the temporal and spatial variations in energy consumption. The buildings are classified into two categories: Commercial, which includes 2,900 buildings, and Residential, which includes 75,100 buildings, with a total of 65,000 building-days of time-series data. These buildings span diverse geographies, climatic zones, and operational profiles, providing a broad spectrum of usage patterns.

All processed datasets contain hourly data, with some offering additional 15-minute and 30-minute resolution. To ensure efficient storage, we saved the datasets in Parquet format rather than CSV. For datasets involving a large number of buildings, we partitioned the data into multiple Parquet files.

Metadata of each datasets are provided in metadata.

Table 1: Summary of EnergBench dataset

Category # Datasets # Buildings # Days # Hourly Obs
Commercial 20 2,916 16,706 62M
Residential 47 75,121 43,852 1.2B