研究堆Mamdani型模糊控制器设计优化方法

Design Optimization Method of Mamdani Type Fuzzy Controller Applied to Research Reactor

  • 摘要: Mamdani型模糊控制器的设计优化尚无系统、成熟的方法。本文针对应用于研究堆功率调节系统的Mamdani型模糊控制器,提出了两种设计优化方法,即非均匀分布输出隶属函数法和细化且非均匀分布隶属函数法,并在MATLAB/Simulink平台下分析了优化后模糊控制器的控制特性。结果表明:优化后模糊控制器的控制性能得到改善,且性能优于经典PID控制器。本文提出的两种设计优化方法是行之有效的Mamdani型模糊控制器优化方法。

     

    Abstract: There is lack of systematic and perfect design and optimization method of Mamdani type fuzzy controller at present. Two design optimization methods were proposed for Mamdani type fuzzy controller of research reactor power regulation system, i.e. uneven distribution membership function of output method and increase and uneven distribution membership function of output method. Control performance of the fuzzy controller after optimization was analyzed on MATLAB/Simulink platform. Simulation results show that performance of the fuzzy controller after optimization is improved, and the performance is better than that of classic PID controller. So, these two design and optimization methods are efficient optimization methods for Mamdani type fuzzy controller.

     

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