Performance Evaluation of Membership Functions on the Air-Conditioner Based on Fuzzy Logic Controllers

FISs are developed for air-conditioning system exploitation Mamdani-type and Sugeno-type fuzzy
models. Sugeno type FC is chosen for analysis, because it is simple to implement in simulation. The
membership functions elect for analysis square measure triangular, trapezoidal, Gaussian and bell
shaped functions. The various membership perform analysis is completed considering four linguistic
sets for temperature and humidness. The simulation model of various membership functions within
the fuzzy control (FC) of air-conditioning system is enforced in Matlab/simulink. The results of the
simulated performances are collated. The quality of triangular membership perform shows higher
performance compared to various membership functions.