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| license: cc-by-4.0 |
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| The data contains building management data including zone temperature, temperature setpoint, energy consumption and etc. |
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| In summarize, we have **1 Building, 80+ Zones and 17+ action commands**. |
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| 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} |
| } |
| ``` |
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| <details> |
| <summary>Click to expand/collapse the table - Data Field of the Bear-Data </summary> |
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|
| | 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 |
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| </details> |
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