Smart control of indoor thermal environment based on online learned thermal comfort model using infrared thermal imaging

Fulin Wang, Binruo Zhu, Rui Li, Dianshan Han, Zeyun Sun, Saejin Moon, Ziyang Gong, Wenhong Yu
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引用次数: 11

Abstract

The present indoor environment control is conducted according to the set-points given by room occupants or building managers. This control method might exist improper temperature set-points so that result in discomfort of overheating/overcooling and corresponding energy waste. For the purpose of solving these problems, a smart solution for indoor environment control, which is based on online learned thermal comfort model using infrared thermal imaging, is proposed to take place of the set-points based control. Experiments were conducted to study the feasibility, user acceptance, and energy performance of the proposed smart control method. The experiment results show that shows that the users are satisfactory with this control system, which means the proposed indoor thermal environment control method based on thermal sensation prediction is feasible for actual application and effective for achieve more satisfactory indoor thermal environment using a smarter way.
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基于红外热成像在线学习热舒适模型的室内热环境智能控制
目前的室内环境控制是根据房间使用者或建筑物管理员给出的设定值进行的。这种控制方式可能存在温度设定值不合理的问题,从而造成过热/过冷的不适,造成能源浪费。为了解决这些问题,提出了一种基于红外热成像在线学习热舒适模型的室内环境智能控制方案来取代基于设定点的控制。实验研究了所提出的智能控制方法的可行性、用户接受度和节能性能。实验结果表明,用户对该控制系统较为满意,说明本文提出的基于热感觉预测的室内热环境控制方法在实际应用中是可行的,对于以更智能的方式实现更满意的室内热环境是有效的。
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