Title :
A novel fuzzy controller design based-on PID gains for HVAC systems
Author :
Hongli, Lv ; Peiyong, Duan ; Lei, Jia
Author_Institution :
Sch. of Inf. & Electr. Eng., Shandong Jianzhu Univ., Jinan
Abstract :
The Heating, Ventilating, and Air-Conditioning systems (HVAC systems) are typical nonlinear time-variable multivariate systems with disturbances and uncertainties. A new fuzzy control strategy based on the PID parameters tuning to control HVAC systems is proposed in this paper. It takes full advantage of mature technologies of PID controller to improve the design of fuzzy controller. The mathematical analytical expression of parameters between fuzzy controllers and gains coefficients of PID controllers is got based on the structure analysis of fuzzy controllers. and the fuzzy controller is designed through gains tuning of PID controller based the analytical relations. Then this fuzzy controller was applied into temperature control in HVAC systems. The simulation test results showed it is effective and compared with the conventional PID control, the proposed fuzzy control algorithm has less overshoot, shorter setting time and better robustness etc.
Keywords :
HVAC; control system synthesis; fuzzy control; nonlinear systems; temperature control; three-term control; time-varying systems; HVAC systems; PID controller; PID gains; fuzzy controller design; heating ventilating air-conditioning systems; mathematical analytical expression; nonlinear time-variable multivariate systems; temperature control; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Industrial control; Process control; Robust control; Temperature control; Three-term control; Fuzzy control; HVAC systems; Robustness; Structure analysis;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593014