Predictive smart thermostat controller for heating, ventilation, and air-conditioning systems

被引:8
|
作者
Soudari, Mallikarjun [1 ]
Kaparin, Vadim [2 ]
Srinivasan, Seshadhri [1 ]
Seshadhri, Subathra [1 ]
Kotta, Ulle [2 ]
机构
[1] Kalasalingam Univ, Srivilliputhur, India
[2] Tallinn Univ Technol, Dept Software Sci, Akad Tee 21, EE-12618 Tallinn, Estonia
关键词
pulse-width modulation; on/off controller; HVAC; model predictive control; HVAC CONTROL;
D O I
10.3176/proc.2018.3.11
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The paper suggests a simple energy saving controller for heating, ventilation, and air-conditioning (HVAC) systems that combines information on occupancy and weather with predictive control to save energy in buildings. The controller uses a pulse width modulation strategy and turns on/off the HVAC system based on the optimal decisions of the model predictive controller. The suggested controller is simple yet optimal (in a certain sense), and therefore suitable for residential and small commercial buildings where the cost of the controller is a key factor. The effectiveness of the proposed scheme is illustrated using simulations, whereas the model of the building thermal dynamics was identified based on data from experiments.
引用
收藏
页码:291 / 299
页数:9
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