Fractional order system identification and controller design using PSO

Rohit Gupta, S. Gairola, Sanjeet Diwiedi
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引用次数: 2

Abstract

This paper presents a Particle Swarm Optimization (PSO) based method to identify the fractional order transfer function of an industrial heating furnace system using its experimental data. Also the PSO technique for design of PID controller is proposed for the same system with its frequency and time domain analysis. For tuning of the PID controller in this system, PSO technique has been investigated and the performance is analyzed using MATLAB. A fitness function is proposed which provides the most suitable controller design.
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基于粒子群算法的分数阶系统辨识与控制器设计
提出了一种基于粒子群算法的工业加热炉系统分数阶传递函数辨识方法。针对同一系统,提出了基于粒子群算法的PID控制器设计方法,并对其进行了频域和时域分析。针对该系统中PID控制器的整定问题,研究了粒子群算法,并利用MATLAB对其性能进行了分析。提出了一个适应度函数,提供了最合适的控制器设计。
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