Comparison of PID controller tuning of power plant using immune and genetic algorithms

Dong Hwa Kim
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引用次数: 24

Abstract

Optimal tuning plays an important role in operations or tuning in the complex process such as the main steam temperature of the thermal power plant. However, many tuning technologies for strictly maintaining the steam temperature are difficult to tune with conventional optimization methods since the process has the time delay and the change of the dynamic characteristics in the reheater. Up to the present time, since the gain of the PID controller has to be manually tuned by trial and error, it is very difficult to achieve an optimal PID gain with no experience. This paper addresses comparison of tuning method of the PID controller using immune based tuning technique and genetic algorithm based tuning technique on steam temperature process with long dead time.
免疫算法与遗传算法在电厂PID控制器整定中的比较
在火电厂主蒸汽温度等复杂过程的运行或调校中,优化调校起着重要的作用。然而,许多严格维持蒸汽温度的调优技术,由于过程具有时滞和再热器动态特性的变化,难以用常规的优化方法进行调优。到目前为止,由于PID控制器的增益必须通过试错来手动调整,因此在没有经验的情况下很难达到最优的PID增益。针对长死时间蒸汽温度过程,比较了基于免疫整定技术和基于遗传算法的PID控制器整定方法。
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