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Application of Fuzzy Immune PID Control Based on GA in Bending Control System

机译:基于遗传算法的模糊免疫PID控制在弯曲控制系统中的应用

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A novel control strategy of Fuzzy-Immune PID based on GA is proposed in this paper. The strategy learns from the immune feedback principle of biological immune system and takes advantage of the good approaching ability of fuzzy control to achieve nonlinear function of the immune controller, and then the GA algorithm is used to optimize parameters of PID controller and immune controller. Apply the strategy into the bending control system of rolling mills with characteristics of high nonlinearity, time-varying and time-delay. The simulation results indicate that the strategy has strong adaptability to the transformation of the system parameters and has advantages of low overshoot, short adjusting time, strong anti-disturbance ability and great robustness.
机译:提出了一种基于遗传算法的模糊免疫PID控制策略。该策略借鉴了生物免疫系统的免疫反馈原理,利用模糊控制的良好逼近能力来实现免疫控制器的非线性功能,然后采用遗传算法对PID控制器和免疫控制器的参数进行优化。该策略应用于非线性高,时变,时延高的轧机弯曲控制系统中。仿真结果表明,该策略对系统参数的转换具有较强的适应性,具有超调量小,调整时间短,抗干扰能力强,鲁棒性强的优点。

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