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Tuning of PID controller of synchronous generators using genetic algorithm

机译:基于遗传算法的同步发电机PID控制器整定。

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Control of synchronous generators such as automatic voltage regulators have been developed to maintain stability and to improve damping of power systems. When an operating condition changes greatly, however, such controllers may become less effective because of nonlinearity of the power system. The mathematical model of AVR system has been established for control and analysis using a flexible and fast tuning method based on genetic algorithm (GA) technique. Tuning with different population size and generations number have been used to determine the optimal values of the PID controller parameters to improve the transient response of the system.
机译:已经开发了诸如自动电压调节器之类的同步发电机的控制,以保持稳定性并改善电力系统的阻尼。但是,当工作条件发生很大变化时,由于电力系统的非线性,此类控制器的效率可能会降低。利用基于遗传算法(GA)的灵活快速的调整方法,建立了用于控制和分析的AVR系统数学模型。已使用具有不同种群大小和世代数的调整来确定PID控制器参数的最佳值,以改善系统的瞬态响应。

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