DocumentCode :
3046821
Title :
Self-tuning fuzzy PID controller for temperature control in Variable Air Volume air conditioning systems
Author :
Xing, Lijuan ; Yang, Shizhong ; Lu, Qianqian
Author_Institution :
Autom. Eng. Coll., Qingdao Technol. Univ., Qingdao, China
fYear :
2010
fDate :
20-23 June 2010
Firstpage :
2117
Lastpage :
2120
Abstract :
Considering the multi-variable, nonlinearity, time lag and time variation characters of Variable Air Volume (VAV) air conditioning systems, it is difficult for traditional Fuzzy Logic Controller (FLC) or Proportional Integral Derivative (PID) control to get good control performance. In order to overcome the shortcoming of conventional controller, the fuzzy PID composite control method is proposed. This paper builds the mathematical model of the controlled plant and proposes a self-tuning fuzzy PID (SFPID) controller in VAV air conditioning systems, which increases a fuzzy rule base to control the integral parameter of conventional Proportional Integral (PI) controller and applies the modifying factor in controller. Through online adjustment of the integral coefficient and the modifying factor, fuzzy control rule of conventional fuzzy controller is adjusted to improve its function. Simulation is carried to verify the presented theory. Obtained results show that the proposed controller not only is robust, but also gives excellent dynamic and steady-state characteristics compared with traditional controllers.
Keywords :
adaptive control; air conditioning; fuzzy control; temperature control; three-term control; time-varying systems; nonlinearity characters; proportional integral controller; proportional integral derivative control; self tuning fuzzy PID controller; temperature control; time variation characters; variable air volume air conditioning systems; Air conditioning; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; PD control; Pi control; Proportional control; Temperature control; Three-term control; VAV systems; rule base; self-tuning fuzzy PID; temperature control; variable integral parameter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
Type :
conf
DOI :
10.1109/ICINFA.2010.5512202
Filename :
5512202
Link To Document :
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