alwaysbyx/Bear-Data

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