---
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](https://dl.acm.org/doi/pdf/10.1145/3600100.3623740) 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}
  }
```

<details>
<summary>Click to expand/collapse the table - Data Field of the Bear-Data </summary>

| 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

</details>