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首页> 外文期刊>Journal of industrial pollution control >OPTIMIZATION OF PID CONTROLLER PARAMETERS FOR SO_2 EMISSION CONTROL PROCESS USING PSO ALGORITHM
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OPTIMIZATION OF PID CONTROLLER PARAMETERS FOR SO_2 EMISSION CONTROL PROCESS USING PSO ALGORITHM

机译:利用PSO算法优化SO_2排放控制过程的PID控制器参数

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摘要

This paper presents the application of PID controller for SO_2 emission control process using Particle Swam Optimization (PSO) algorithm. To minimize the impacts of SO_2, it must be removed from flue gas. Zeiglar-Nichols based PID (ZN-PID) controller is developed for SO_2 emission control process using MATLAB/SIMULINK platform. Based on the tuning parameters of ZN-PID controller, optimization of PID controller parameters are obtained based on PSO algorithm. Performance of the PSO based PID controller is analysed and compared with Ziegler-Nichols PID controller (ZN-PID) and IMC controller in terms of time domain performance measures such as settling time and rise time (t_s and t_r) and error indices (ISE, IAE, ITAE). The simulation results proved that the PSO-PID controller provides most consistent performance as compared to the conventional controllers.
机译:本文介绍了PID控制器在SO_2排放控制过程中的粒子群优化算法。为了最大程度地减少SO_2的影响,必须从烟气中将其除去。基于MATLAB的SIMULINK平台开发了基于Zeiglar-Nichols的PID(ZN-PID)控制器,用于SO_2排放控制过程。基于ZN-PID控制器的整定参数,基于PSO算法获得了PID控制器参数的优化。对基于PSO的PID控制器的性能进行了分析,并在时域性能指标(如稳定时间和上升时间(t_s和t_r)以及误差指数(ISE, IAE,ITAE)。仿真结果证明,与传统控制器相比,PSO-PID控制器提供了最一致的性能。

著录项

  • 来源
    《Journal of industrial pollution control》 |2015年第1期|41-45|共5页
  • 作者单位

    Department of Mechatronics Engineering, School of Building and Mechanical Sciences, Kongu Engineering College, Perundurai, Tamil Nadu, India;

    Department of Mechatronics Engineering, School of Building and Mechanical Sciences, Kongu Engineering College, Perundurai, Tamil Nadu, India;

    Department of Mechatronics Engineering, School of Building and Mechanical Sciences, Kongu Engineering College, Perundurai, Tamil Nadu, India;

    Department of Mechatronics Engineering, School of Building and Mechanical Sciences, Kongu Engineering College, Perundurai, Tamil Nadu, India;

    School of Building and Mechanical Sciences, Kongu Engineering College, Perundurai, Tamil Nadu, India;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    SO_2; Emission; PSO algorithm; Air quality;

    机译:SO_2;发射;PSO算法;空气质量;

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