Abstract
"IoT sensor data from smart building systems for energy management. Contains real-time power consumption, HVAC operations, lighting control, and appliance-level energy disaggregation data."
Description
Dataset Purpose
Comprehensive dataset for smart building energy optimization and consumption analysis. Supports development of energy disaggregation algorithms and intelligent building management systems.
Energy Measurements
- Total Power Consumption: Building-level energy usage (kWh)
- Appliance-Level Data: Individual device consumption patterns
- HVAC Energy: Heating, ventilation, air conditioning consumption
- Lighting Systems: Illumination energy usage by zone
- Plug Loads: Office equipment and miscellaneous devices
Environmental Controls
- Indoor Temperature: Zone-specific temperature readings (°C)
- Occupancy Data: Room utilization sensors
- Outdoor Weather: External temperature, humidity correlations
- Time-of-Use: Peak/off-peak consumption patterns
Smart Controls
- Automated Scheduling: HVAC and lighting automation states
- Demand Response: Grid interaction and load shedding events
- Energy Storage: Battery system charge/discharge cycles
- Renewable Integration: Solar panel generation data
Data Characteristics
- Sampling Rate: 1-minute intervals
- Duration: Multiple months continuous monitoring
- Coverage: Commercial office building with 20+ zones
Applications
Energy disaggregation algorithm development, building automation optimization, demand forecasting, occupancy-based control systems, and sustainability reporting.
Data Preview
| Timestamp | Building_Zone | Total_Power_kWh | HVAC_Power_kWh | Lighting_Power_kWh | Indoor_Temp_C | Occupancy | Automation_Status |
|---|---|---|---|---|---|---|---|
| 2024-01-10 08:00 | Zone_A | 12.5 | 7.2 | 2.3 | 22.5 | 15 | Auto |
| 2024-01-10 08:01 | Zone_B | 8.7 | 4.5 | 1.8 | 21.8 | 8 | Auto |
| 2024-01-10 08:02 | Zone_C | 15.3 | 9.1 | 3.2 | 23.1 | 22 | Manual |
Showing first few rows for preview
Cite This Dataset
Academic (2026). Smart Building Energy Management IoT Dataset. [Dataset]. Academic. https://data.open-power-system-data.org/household_data/
Source: Academic (2026)
Indexed by IoTDataset.com on Jan 14, 2026
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