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Novel Artificial Immune Algorithm for PID Self-tuning
一种新型人工免疫算法的PID自整定研究

Keywords: artificial immune system,induction,PID self-tuning,adaptability
人工免疫系统
,诱导,PID整定,自适应,免疫算法,整定计算,研究,Artificial,Immune,Algorithm,仿真结果,比较,方法,柯尔,齐格勒,实时性,调节,控制器,参数组合,次最优,快速收敛性,实验,设计,模型,原理,免疫系统

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Abstract:

A novel Artificial Immune Induction Algorithm(AIIA) was proposed,which was applied to the self-tuning of PID parameters.The basic theories of the artificial immune system and PID controller were given in brief,and the AIIA for the self-tuning of the PID parameters was then designed.This algorithm showes the advantage of fast convergence and can be utilized to quickly locate the optimal or sub-optimal parameters of PID controller.The comparisons were conducted among the proposed algorithm and other three conventional methods,including GA,Z-N and ISTE.Simulation results demonstrates the excellent performance and the practicability of the proposed algorithm.

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