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  • 标题:Optimal Intelligent Control for HVAC Systems
  • 其他标题:Optimal Intelligent Control for HVAC Systems
  • 作者:Mohammad Hassan Khooban ; Mohammad Reza Soltanpour ; Davood Nazari Maryam Abadi
  • 期刊名称:Bulletin of the Institute of Heat Engineering
  • 印刷版ISSN:2083-4187
  • 出版年度:2012
  • 卷号:92
  • 期号:3
  • 页码:192
  • 语种:English
  • 出版社:Warsaw University of Technology
  • 摘要: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
  • 关键词:HVAC Systems; Sugeno-Type Fuzzy Inference; Fuzzy Proportional-Integral-Derivative Controller (OFPIDC); Random inertia weight Particle Swarm Optimization (RNW-PSO)
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