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Artificial immune network applied to multivariable PID controller design with/without decoupler

机译:人工免疫网络应用于带/不带解耦器的多变量PID控制器设计

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摘要

This paper presents the comparative performance analysis of various artificial immune networks applied to Proportional-Integral-Derivative (PID) controller design for Multiple-Input Multiple-Output (MIMO) systems. Four artificial immune networks (i.e., opt-aiNet, IA-AIS, AHAIS and AINe-SL) are used to find optimal controller parameters for multivariable PID controller design with/without decoupler. Four conventional objective functions with respect to error are taken into account. The simulation results indicate that AINet-SL is more efficient for such multivariable PID controller design compared to opt-aiNet, IA-AIS and AHAIS.
机译:本文介绍了应用于多输入多输出(MIMO)系统的比例积分微分(PID)控制器设计的各种人工免疫网络的比较性能分析。四个人工免疫网络(即opt-aiNet,IA-AIS,AHAIS和AINe-SL)用于为带/不带解耦器的多变量PID控制器设计找到最佳控制器参数。考虑了关于误差的四个常规目标函数。仿真结果表明,与opt-aiNet,IA-AIS和AHAIS相比,AINet-SL在这种多变量PID控制器设计中效率更高。

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