metadata
license: cc-by-4.0
The data contains building management data including zone temperature, temperature setpoint, energy consumption and etc.
In summarize, we have 1 Building, 80+ Zones and 17+ action commands.
For more details, please see our paper BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset which has been accepted at ACM BuildSys, 2022. If this is useful for your work, please cite our paper:
@inproceedings{bian2023bear,
title={BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset},
author={Bian, Yuexin and Fu, Xiaohan and Liu, Bo and Rachala, Rohith and Gupta, Rajesh K and Shi, Yuanyuan},
booktitle={Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
pages={240--243},
year={2023}
}
Click to expand/collapse the table - Data Field of the Bear-Data
| Field | Description |
|---|---|
| State Observation | |
| Zone Temperature °F | The temperature of a specific zone |
| Occupied Status | {0, 1} Occupied or not |
| Action Observation | |
| Damper Position % | The position of damper |
| Supply Flow CFM | Actual flow rate of air |
| Supply Vol Press | Air pressure |
| Action Commands | |
| Damper Command % | A command for position of a damper |
| Cooling Setpoint °F | Temperature setpoint for cooling |
| Heating Setpoint °F | Temperature setpoint for heating |
| Warm/Cool Adjust °F | Feature adjusting temperature setpoint |
| Reheat Value Command % | Control the position of a reheat value |
| Supply Flow Setpoint CFM | Flow rate setpoint |
| Common Setpoint °F | Temperature setpoint for multiple zones |
| Cooling Max Flow CFM | Maximum flow rate for cooling |
| Occupied Clg Min CFM | Minimum flow rate for cooling |
| Occupied Htg Flow CFM | Flow rate for heating |
| Cooling Command % | Command of flow rate for cooling |
| Heating Command % | Command of flow rate for heating |
| Energy Consumption | |
| Energy Load (KWh) | Energy utilization of the building |
| Real Power (KW) | Real power of the building |