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Adaptive PID Controller Design Method based on PSO

机译:基于粒子群算法的自适应PID控制器设计方法

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Although the classical PID controller is most widely and successfully used in engineering systems, the existing challenges focus on the parameters tuning problem of PID. The aim of this paper is to give an optimal parameters tuning method of PID. An adaptive PID controller is proposed by auto-tuning the parameters of PID controller to guarantee satisfactory performance in the frequency domain, which is more convenient for engineer. The parameters optimization of the adaptive PID controller is accomplished by PSO, which achieves the control goals through the fitness function design based on the desired phase margin and the amplitude margin. The feasibility and effectiveness of the method is verified by the simulation of the hypersonic vehicle in the pitch plane.
机译:尽管经典的PID控制器在工程系统中得到了最广泛的应用,但目前的挑战集中在PID的参数调节问题上。本文的目的是提出一种最优的PID参数整定方法。通过自整定PID控制器的参数,提出一种自适应PID控制器,以保证在频域上具有令人满意的性能,为工程师提供了方便。自适应PID控制器的参数优化由PSO完成,PSO通过基于期望的相位裕度和幅度裕度的适应度函数设计来达到控制目标。通过在俯仰平面内对高超音速飞行器进行仿真,验证了该方法的可行性和有效性。

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