DocumentCode
2960599
Title
Fuzzy immune self-tuning PID control of HVAC system
Author
Wang, Jiangjiang ; Zhang, Chunfa ; Jing, Youyin
Author_Institution
Sch. of Energy & Power Eng., North China Electr. Power Univ., Baoding
fYear
2008
fDate
5-8 Aug. 2008
Firstpage
678
Lastpage
683
Abstract
Aiming at the non-linear links such as time lag, large inertia, in the heating, ventilating, and air conditioning (HVAC) system, a fuzzy immune self-tuning PID control system is designed. With ideas from the biological immune system, fuzzy immune PID control strategy is applied to central air-conditioning system, in which the proportional coefficient of PID is adaptively modulated by means of fuzzy immune algorithm, and integral coefficient and differential coefficient are dynamically regulated by fuzzy logic scheme. Based on the model of central air-conditioning room, the simulation investigation has been carried out and the result shows validity of the control scheme and improvement in dynamic performance and robustness of central air-conditioning control system.
Keywords
HVAC; adaptive control; artificial immune systems; control system synthesis; fuzzy control; robust control; self-adjusting systems; three-term control; HVAC system; biological immune system; differential coefficient; fuzzy immune self-tuning PID control system design; fuzzy logic; heating-ventilating-air conditioning system; integral coefficient; robust control; simulation; Air conditioning; Central air conditioning; Centralized control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Heating; Immune system; Three-term control; HVAC system; fuzzy-immune-PID; model; self-tuning;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2008. ICMA 2008. IEEE International Conference on
Conference_Location
Takamatsu
Print_ISBN
978-1-4244-2631-7
Electronic_ISBN
978-1-4244-2632-4
Type
conf
DOI
10.1109/ICMA.2008.4798838
Filename
4798838
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