Optimal Type-2 Fuzzy Controller For HVAC Systems

被引：43

作者：

Khooban, Mohammad Hassan ^{[1
]}

Abadi, Davood Nazari Maryam ^{[1
]}

Alfi, Alireza ^{[2
]}

Siahi, Mehdi ^{[1
]}

机构：

[1] Islamic Azad Univ, Garmsar Branch, Dept Elect & Robot Engn, Garmsart, Iran

[2] Shahrood Univ Technol, Fac Elect & Robot Engn, Shahrood, Iran

来源：

AUTOMATIKA | 2014年 / 55卷 / 01期

关键词：

HVAC systems; Optimal Type-2 Fuzzy Proportional-Integral-Derivative controller (OT2FPIDC); Random inertia weight particle swarm optimization (RNW-PSO);

D O I：

10.7305/automatika.2014.01.219

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper a novel Optimal Type-2 Fuzzy Proportional-Integral-Derivative Controller (OT2FPIDC) is designed for controlling the air supply pressure of Heating, Ventilation and Air-Conditioning (HVAC) system. The parameters of input and output membership functions, 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.

引用

页码：69 / 78

页数：10

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