Title :
One novel fuzzy controller design for HVAC systems
Author :
Hongli, Lv ; Peiyong, Duan ; Lei, Jia
Author_Institution :
Inf. & Electr. Eng. Coll., Shandong Jianzhu Univ., Jinan
Abstract :
A new fuzzy control strategy, converted directly from the PID controller, is proposed and applied to control the Heating, Ventilating, and Air-Conditioning (HVAC) systems in order to spread application and nonlinear characteristics of fuzzy controllers. The mathematical analytical expressions of parameters between fuzzy controllers and linear gains coefficients of conventional PID controllers are 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. Furthermore, the improved variable discourse method is used to optimize and tune this fuzzy controller on line. Then this new fuzzy controller is applied into temperature control in HVAC systems. The simulation test results compared with the conventional PID control shows that the proposed fuzzy controller is effective and this algorithm has less overshoot, shorter setting time and better robustness etc.
Keywords :
HVAC; control system synthesis; fuzzy control; temperature control; three-term control; HVAC systems; PID controller; fuzzy controller; heating ventilating and air-conditioning systems; linear gains coefficients; structure analysis; temperature control; variable discourse method; Control systems; Fuzzy control; Fuzzy systems; Gain; Heating; Nonlinear control systems; Optimization methods; Temperature control; Testing; Three-term control; Fuzzy Control; HVAC Systems; PID Control; Structure Analysis; Variable Discourse;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597690