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Case study of an advanced integrated comfort control algorithm with cooling, ventilation, and humidiflcation systems based on occupancy status

机译：基于占用状态的带有制冷，通风和加湿系统的高级集成舒适控制算法的案例研究

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摘要

In this study, we propose a new control algorithm based on occupancy status for indoor environmental devices to maintain thermal comfort while saving energy of residential buildings. The algorithm consists of two parts: an environmental data driven model for the occupancy status detection and an integrated comfort algorithm for operating the indoor devices. To detect the occupancy status, a multinomial logistic regression model is developed based on the data obtained from passive infrared (PIR) sensors, a door sensor, CO2 concentrations, and lighting electricity consumption. The occupancy status is categorized into three classes: away, active, and inactive (sleep).
机译：在这项研究中，我们提出了一种基于占用状态的室内环境设备新的控制算法，以在保持住宅建筑节能的同时保持热舒适性。该算法由两部分组成：用于占用状态检测的环境数据驱动模型和用于操作室内设备的集成舒适性算法。为了检测占用状态，基于从被动红外（PIR）传感器，门传感器，CO2浓度和照明用电量获得的数据，开发了多项逻辑回归模型。占用状态分为三类：离开，活动和不活动（睡眠）。

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