Intelligent tuning of PID controller with disturbance function using immune algorithm

Dong Hwa Kim, Jae-Hoon Cho
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引用次数: 23

Abstract

Strictly maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature, the change of the dynamic characteristics in the reheater. Up to the present time, PID controller has been used to operate this system because of its implementational advantages. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the PID controller with disturbance rejection using immune network algorithm. To decide the performance of response, an ITSE (integral of time weighted squared error) is used in this paper.
采用免疫算法对具有扰动函数的PID控制器进行智能整定
由于燃料源的热值变化、主蒸汽温度的延时变化、再热器动态特性的变化,严格保持蒸汽温度是困难的。到目前为止,由于PID控制器在实现上的优势,一直采用PID控制器对该系统进行控制。然而,由于PID控制器的增益必须通过尝试和错误手动调整,因此在没有经验的情况下很难实现最佳PID增益。研究了利用免疫网络算法对PID控制器进行抗扰整定。为了确定响应性能,本文采用了时间加权误差平方积分(ITSE)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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