Design of an H∞ PID controller using particle swarm optimization

被引:0
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作者
Majid Zamani
Nasser Sadati
Masoud Karimi Ghartemani
机构
[1] University of California,the School of Electrical Engineering
[2] Sharif University of Technology,the School of Electrical Engineering
关键词
Genetic algorithm; -optimal controller; particle swarm optimization; PID controller; simulated annealing;
D O I
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中图分类号
学科分类号
摘要
This paper proposes a novel method to designing an H∞ PID controller with robust stability and disturbance attenuation. This method uses particle swarm optimization algorithm to minimize a cost function subject to H∞-norm to design robust performance PID controller. We propose two cost functions to design of a multiple-input, multiple-output (MIMO) and single-input, single-output (SISO) robust performance PID controller. We apply this method to a SISO flexible-link manipulator and a MIMO super maneuverable F18/HARV fighter aircraft system as two challenging examples to illustrate the design procedure and to verify performance of the proposed PID controller design methodology. It is shown with the MIMO super maneuverable F18/HARV fighter system that PSO performs well for parametric optimization functions and performance of the PSO-based method without prior domain knowledge is superior to those of existing GA-based and OSA-based methods for designing H∞ PID controllers.
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页码:273 / 280
页数:7
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