利用增益/相位裕度和免疫算法对PID控制器进行整定

Dong Hwa Kim
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引用次数: 17

摘要

迄今为止,PID控制器以其实现上的优势被广泛应用于工业过程回路的控制中。然而,由于PID控制器的参数必须通过试错来手动调整,因此在没有经验的情况下很难实现最佳PID增益。本文重点研究了利用增益/相位裕度和免疫算法对PID控制器进行整定。在确定给定过程的最优增益/相位裕度规格后,根据最优增益/相位裕度与调谐得到的增益/相位裕度之间的误差,利用免疫算法的适应度值对PID控制器的增益进行调谐,以适应所需的响应。为了改进该方案,将仿真结果与基于FNN的响应进行了比较,证明了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tuning of PID controller using gain/phase margin and immune algorithm
Up to the present time, PID controller has been widely used to control industrial process loops because of its implementational advantages. However, it is very difficult to achieve an optimal PID gain with no experience, since the parameters of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the PID controller using gain/phase margin and immune algorithm. After deciding optimal gain/phase margin specifications for the given process, the gains of PID controller using fitness value of immune algorithm depending on error between optimal gain/phase margin and the gain/phase margin obtained by tuning is tuned for the required response. To improve this suggested scheme, simulation results are compared with FNN based responses and illustrate more effectiveness.
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