Energy datasets

Consumption data, grid analytics, renewable resources

  • 140 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 140 cover1 square = 1 dataset
  • Grid & network assets38
  • Meters & demand31
  • Buildings & carbon28
  • Renewables & EV16
  • Fuels & markets13
  • Weather & climate9
  • Everything else5
Grouped by dataset title and tags.

140 datasets · page 6 of 6

Showing all 20 on this page

Grid & network assets

Smart Grid Power Outage Events

Smart grid power outage events, detailing event timing, location

This dataset provides granular records of smart grid power outage events, detailing event timing, location, user impact, causes, restoration efforts, and severity. It enables reliability analysis, operational response evaluation, and infrastructure risk assessment for energy providers and researchers. The comprehensive structure supports outage pattern identification, cost estimation, and critical infrastructure protection.

21 cols

  • event_start_datetime
  • event_end_datetime
  • outage_severity
  • duration_minutes
  • +17
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outage_severity
major
duration_minutes
85
cause
weather

Energy

Real-Time Environmental Sensor Readings

Temperature, humidity, and particulate matter—across diverse geographic locations

This dataset provides granular, real-time environmental sensor readings—including temperature, humidity, and particulate matter—across diverse geographic locations. It enables environmental monitoring, anomaly detection, and supports advanced analytics for air quality assessment and public health research.

13 cols

  • sensor_status
  • location_name
  • latitude
  • longitude
  • +9
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sensor_status
active
location_name
East Office Level 2
latitude
40.7128

Renewables & EV

Urban EV Charging Station Logs

Session timing, energy delivered, user types, and payment details

This dataset provides granular logs of electric vehicle charging sessions across urban stations, including session timing, energy delivered, user types, and payment details. It enables analysis of charging patterns, infrastructure utilization, and user segmentation for effective urban mobility planning and energy management.

20 cols

  • station_name
  • connector_type
  • user_type
  • vehicle_type
  • +16
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station_name
GreenLeaf Charging Plaza
connector_type
CCS
user_type
resident

Grid & network assets

Smart Grid Energy Consumption

Household-level smart grid energy consumption records with detailed temporal

This dataset provides synthetic, household-level smart grid energy consumption records with detailed temporal, environmental, and demographic attributes. It is ideal for testing and benchmarking demand response algorithms, energy-saving models, and utility sector analytics, offering rich context for both time-series and cross-sectional analysis.

16 cols

  • energy_consumption_kwh
  • smart_appliances_count
  • peak_usage
  • temperature_celsius
  • +12
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energy_consumption_kwh
8.7
smart_appliances_count
1
peak_usage
true

Meters & demand

IoT Smart Streetlight Power Logs

Device status, environmental conditions, and precise location data

This dataset contains detailed, time-stamped power consumption logs from IoT-enabled streetlights, including device status, environmental conditions, and precise location data. It enables smart city stakeholders to analyze energy usage, monitor infrastructure health, and optimize sustainability initiatives across urban environments.

16 cols

  • power_consumption_watts
  • street_name
  • voltage_volts
  • current_amperes
  • +12
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power_consumption_watts
145.8
street_name
Broadway Ave
voltage_volts
232.4

Buildings & carbon

IoT-Enabled Office Energy Logs

Energy usage logs from IoT sensors deployed throughout office buildings

This dataset provides detailed, time-stamped energy usage logs from IoT sensors deployed throughout office buildings, capturing electricity consumption, power demand, occupancy, and environmental conditions at a granular level. It enables comprehensive analysis for optimizing energy efficiency, monitoring building performance, and supporting sustainability initiatives in smart office environments.

16 cols

  • energy_consumption_kwh
  • sensor_type
  • zone_name
  • floor
  • +12
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energy_consumption_kwh
0.15
sensor_type
electricity
zone_name
Reception Area

Renewables & EV

Energy Wind Farm Output Logs

Measured and forecasted power generation, weather conditions

This dataset provides detailed, time-stamped output logs from wind farms, including measured and forecasted power generation, weather conditions, and operational status. It enables robust analysis for clean energy forecasting, trading strategies, and grid integration optimization, supporting both research and industry applications.

16 cols

  • farm_name
  • farm_location_latitude
  • farm_location_longitude
  • output_power_mw
  • +12
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farm_name
North Ridge Wind
farm_location_latitude
41.8236
farm_location_longitude
-71.4222

Renewables & EV

Energy Solar Output Time Series

Power generation, environmental conditions, and site metadata

This dataset provides detailed synthetic time series readings of solar panel output, including power generation, environmental conditions, and site metadata. It enables robust modeling of renewable energy production, supports forecasting, and allows for analysis of the impact of weather and site characteristics on solar performance. Ideal for researchers, energy analysts, and clean tech developers.

13 cols

  • output_power_kw
  • ambient_temperature_c
  • irradiance_w_m2
  • panel_orientation_deg
  • +9
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output_power_kw
4.85
ambient_temperature_c
22.5
irradiance_w_m2
990

Grid & network assets

Energy Grid Outage Events

Event timing, affected regions, customer counts, causes, severity

This dataset contains detailed records of synthetic energy grid outage events, including event timing, affected regions, customer counts, causes, severity, and restoration methods. It is ideal for analyzing grid reliability, simulating smart grid product performance, and supporting outage response planning across diverse geographic and operational contexts.

20 cols

  • event_start_datetime
  • event_end_datetime
  • grid_type
  • duration_minutes
  • +16
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grid_type
distribution
duration_minutes
110
affected_customers_count
245

Fuels & markets

Energy Market Price Forecasting

Hourly and daily records of wholesale energy market prices, demand

This dataset provides granular hourly and daily records of wholesale energy market prices, demand and supply signals, and contextual factors such as weather and holidays across multiple market regions. It is designed for advanced price forecasting, market analysis, and the development of predictive models for energy trading and grid management.

16 cols

  • market_name
  • price
  • forecasted_price
  • forecasted_demand_mw
  • +12
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market_name
PJM Interconnection
price
172.34
forecasted_price
169.6

Meters & demand

Energy Smart Meter Fault Reports

Meter and customer identifiers, fault codes, severity, status

This dataset provides detailed logs of smart meter faults and diagnostic events for residential and commercial installations, including meter and customer identifiers, fault codes, severity, status, and contextual technical data. It enables utilities and service providers to perform predictive maintenance, improve customer experience, and analyze patterns in meter performance and reliability.

25 cols

  • fault_datetime
  • fault_code
  • reported_by
  • reported_datetime
  • +21
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fault_code
E101
reported_by
automated_system
meter_model
SM-Prime100

Energy

Energy Asset Maintenance Scheduling

Maintenance activities for energy assets in plants and field locations

This dataset provides detailed logs of maintenance activities for energy assets in plants and field locations, capturing preventive and corrective schedules, work orders, downtime, costs, and safety incidents. It enables comprehensive analysis of asset reliability, maintenance efficiency, and operational impacts, supporting optimization of utility maintenance strategies and regulatory compliance.

25 cols

  • asset_name
  • asset_type
  • maintenance_type
  • scheduled_start_datetime
  • +21
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asset_name
North Plant Generator 1
asset_type
generator
maintenance_type
corrective

Grid & network assetsTop 10 most opened

Smart Grid Fault Detection Dataset

Sensor readings, outage events

This dataset provides detailed synthetic logs of sensor readings, outage events, and fault detections across smart grid substations. It enables comprehensive analysis of grid reliability, fault diagnosis, and response strategies, supporting research and development in smart grid resilience and automation. The flat schema ensures compatibility with a wide range of analytics and machine learning applications.

21 cols

  • fault_detected
  • fault_type
  • fault_severity
  • substation_name
  • +17
Open in factory
fault_detected
false
fault_type
none
substation_name
Grand Oak North

Grid & network assets

IoT Home Energy Patterns

Household-level IoT sensor readings of energy consumption, power, voltage

This dataset provides high-frequency, household-level IoT sensor readings of energy consumption, power, voltage, and current, along with contextual information such as appliance type, room location, occupancy, and environmental conditions. It enables detailed analysis of residential energy patterns for smart grid optimization, demand forecasting, and personalized energy-saving recommendations.

16 cols

  • energy_consumed_kwh
  • sensor_type
  • power_watts
  • voltage_volts
  • +12
Open in factory
energy_consumed_kwh
3.45
sensor_type
smart_meter
power_watts
1380

Meters & demand

Energy Consumption Time Series

Hourly electricity consumption records for both commercial

This dataset provides detailed, hourly electricity consumption records for both commercial and residential consumers, enriched with contextual information such as region, temperature, and holiday indicators. It is ideal for utility companies and researchers seeking to perform load forecasting, demand analysis, and anomaly detection at a granular level.

10 cols

  • consumer_type
  • energy_consumed_kwh
  • peak_demand_kw
  • temperature_celsius
  • +6
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consumer_type
residential
energy_consumed_kwh
2.6
peak_demand_kw
2.2

Meters & demand

Daily Power Consumption Records

Total and segmented usage, peak demand, solar generation

This dataset provides detailed daily electricity consumption records for individual households, including total and segmented usage, peak demand, solar generation, and basic household demographics and location. It enables in-depth analysis for energy efficiency programs, demand forecasting, and targeted sustainability initiatives.

17 cols

  • total_consumption_kwh
  • peak_consumption_kwh
  • offpeak_consumption_kwh
  • average_power_kw
  • +13
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total_consumption_kwh
27.3
peak_consumption_kwh
18.5
offpeak_consumption_kwh
8.3

Meters & demand

Energy Consumption Peak Demand Intervals

Site identifiers, interval timing, energy usage, peak demand

This dataset provides detailed records of household and commercial energy consumption during peak demand intervals, including site identifiers, interval timing, energy usage, peak demand, and contextual factors such as demand response events, location, tariff rates, and temperature. It is ideal for grid operators, utilities, and researchers seeking to optimize grid management, design targeted energy-saving campaigns, and analyze consumption patterns under high-demand conditions.

15 cols

  • interval_start
  • interval_end
  • energy_consumed_kwh
  • peak_demand_kw
  • +11
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interval_start
2023-07-17T15:00:00Z
interval_end
2023-07-17T16:00:00Z
energy_consumed_kwh
5.4

Renewables & EV

Solar Panel Maintenance Scheduling

Scheduling, technician assignments, maintenance types

This dataset provides detailed records of solar panel maintenance activities, including scheduling, technician assignments, maintenance types, and before-and-after energy output measurements. It enables organizations to optimize maintenance schedules, monitor panel performance, and maximize energy efficiency and panel lifespan through data-driven insights.

19 cols

  • panel_location_latitude
  • panel_location_longitude
  • panel_model
  • panel_capacity_kw
  • +15
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panel_location_latitude
34.0522
panel_location_longitude
-118.2437
panel_model
SunPower X22-360

Renewables & EV

Renewable Energy Output Patterns

Solar, wind, hydro, and more, across multiple generation sites

This dataset provides granular, hourly records of energy output from diverse renewable sources, including solar, wind, hydro, and more, across multiple generation sites. It includes site location, capacity, environmental conditions, and whether the data is measured or estimated, enabling robust forecasting, operational optimization, and grid load balancing analyses.

14 cols

  • energy_source_type
  • energy_output_mwh
  • site_name
  • latitude
  • +10
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energy_source_type
solar
energy_output_mwh
88.2
site_name
Atacama Desert Solar

Meters & demand

Energy Consumption Forecasting

Energy consumption records for both household and industrial entities

This dataset provides detailed, time-stamped energy consumption records for both household and industrial entities, enriched with contextual information such as location, weather, occupancy, and demand metrics. It is ideal for utilities and researchers aiming to forecast energy demand, optimize grid operations, and analyze usage patterns across different segments and regions.

18 cols

  • consumption_kwh
  • entity_type
  • peak_demand_kw
  • temperature_c
  • +14
Open in factory
consumption_kwh
27.2
entity_type
household
peak_demand_kw
3.1

What’s inside. Column by column.

Columns and codes found in the sample rows of all 140 energy datasets.

Most common columnsDatasets, of 140
  1. log_id21
  2. record_id21
  3. sensor_id18
  4. building_id16
  5. temperature_celsius16
  6. building_name15
  7. humidity_percent14
  8. sensor_type14
  9. energy_consumed_kwh13
A customer from the Residential Smart Meter Enrollment and Device Inventory datasetGenerated
customer_first_name
Susan
customer_last_name
Morrison
service_address_city
Dallas

Generated

Standard codes in the sample rowsDatasets, of 140
  1. ISO 3166 countries75
  2. ISO 4217 currencies6

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Heat pumps use 2×
  • Real tariff types
  • 2% missing reads
Preview 20 rows freeNo signup. No card.
Average daily use (kWh) by heating
010208Gas9Oil17Heat pump114Storage
Sample rows for: Smart meter reads for 2,000 homes, where homes with heat pumps use twice the electricity of gas-heated homes, with real tariff types and 2% of reads missing.
heatingtariffkwhmeter_id
Heat pumpEconomy 717.8MTR10231
GasFlat rate7.9MTR10232
Heat pumpEV tariff—MTR10233
OilFlat rate9.2MTR10234

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