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PI control design based on sensitivity analysis and genetic algorithms

机译:基于灵敏度分析和遗传算法的PI控制设计

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In this paper, the application of PI control design is presented by use of the sensitivity function and the genetic algorithm. A systematic procedure is proposed to improve the result of the sensitivity function for PI control in the literature. By doing this, a certain gain margin (GM) and phase margin (PM) of PI control systems can be guaranteed. In order to obtain the stability boundary of the PI control systems in parameter space, the Tan's method is adopted here. In addition, the genetic algorithm is applied to fulfill the specifications of integral of absolute error (IAE). Moreover, this method is also utilized to design the PI controller of Kharitonov plants. Computer simulations show the effectiveness of the proposed method.
机译:本文利用灵敏度函数和遗传算法介绍了PI控制设计的应用。提出了一种系统的程序来改善文献中PI控制灵敏度函数的结果。这样,可以确保PI控制系统具有一定的增益裕度(GM)和相位裕度(PM)。为了获得PI控制系统在参数空间中的稳定性边界,此处采用Tan方法。另外,遗传算法被用来满足绝对误差积分(IAE)的规范。此外,该方法还用于设计Kharitonov工厂的PI控制器。计算机仿真表明了该方法的有效性。

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