HVAC Energy Consumption Data
收藏arXiv2025-09-30 收录
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https://github.com/iSeND-Clemson/DRL-BEMS
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资源简介:
该数据集包含了开放式和封闭式办公环境中暖通空调系统的能源消耗和温度数据。该数据集被用于评估深度Q网络(DQN)模型在暖通空调能源优化方面的性能,并将其与基于规则的控制系统策略进行比较。数据收集的规模为年度数据,任务旨在实现能源优化和热舒适度控制。
This dataset contains energy consumption and temperature data of Heating, Ventilation, and Air Conditioning (HVAC) systems in both open-plan and enclosed office environments. It is used to evaluate the performance of Deep Q-Network (DQN) models for HVAC energy optimization, and to compare these models against rule-based control system strategies. The data was collected on an annual basis, and the task aims to achieve both energy optimization and thermal comfort control.
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