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Optimization of fractional PID controller by maximization of the criterion that combines the integral gain and closed-loop system bandwidth

机译:通过最大化将积分增益和闭环系统带宽相结合的准则来优化分数PID控制器

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摘要

This paper describes one novel design procedure for acquiring an optimal fractional PID (FPID) controller that rejects load disturbance under constraints on robustness and performance. The parameters of FPID controller have been tuned by using particle swarm optimization (PSO). FPID, apart from conventional gains k, k and k, has two more parameters α and β to be optimized, being the non-integer orders of integral and derivative part respectively. In this paper the order of the integral part is fixed to be 1 as in this way the steady state error elimination is preserved. Also, this enables comparison of the FPID and classical PID as the performance criteria directly dependable on k are the same in sense of both regulators. Noise cancellation filter of the same order as fractional differentiator is included within the structure of the FPID in order to cancel the noise amplification on high frequencies. Results are given through many numerical simulations.
机译:本文介绍了一种新颖的设计程序,该程序用于获取在鲁棒性和性能约束下拒绝负载干扰的最优分数PID(FPID)控制器。 FPID控制器的参数已通过使用粒子群优化(PSO)进行了调整。 FPID除了常规增益k,k和k外,还有两个要优化的参数α和β,分别是整数和微分部分的非整数阶。在本文中,积分部分的阶数固定为1,因为这样可以保持稳态误差消除。而且,这使得能够比较FPID和经典PID,因为在两个调节器的意义上,直接取决于k的性能标准是相同的。在FPID的结构中包括与分数微分器相同阶数的噪声消除滤波器,以消除高频上的噪声放大。通过许多数值模拟给出了结果。

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