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Optimal Intelligent Control for HVAC Systems

Khooban M. H., Soltanpour M. R., Abadie D. N. M., Esfahani Z.

Journal of Power Technologies

2012

Vol. 92, nr 3

192--200

In this paper a novel Optimal Fuzzy Proportional-Integral-Derivative Controller (OFPIDC) is designed for controlling the air supply pressure of Heating, Ventilation and Air-Conditioning (HVAC) system. The parameters of input membership functions, output polynomial functions of first-order Sugeno, and PID controller coefficients are optimized simultaneously by random inertia weight Particle Swarm Optimization (RNW-PSO). Simulation results show the superiority of the proposed controller than similar non-optimal fuzzy controller.