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首页> 外文期刊>International Journal of Innovative Computing Information and Control >THE IMMUNE FUZZY PID STRIPPER TEMPERATURE CONTROL ALGORITHM BASED ON CHAOTIC OPTIMIZATION
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THE IMMUNE FUZZY PID STRIPPER TEMPERATURE CONTROL ALGORITHM BASED ON CHAOTIC OPTIMIZATION

机译:基于混沌优化的免疫模糊PID刮板温度控制算法。

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摘要

Polyvinyl chloride (PVC) stripping process has characteristics of being highly nonlinear, large time delay and the temperature being difficult to control precisely. Immune fuzzy PID controller was adopted to control the stripping temperature, and chaos optimization algorithm is proposed for parameter optimization of fuzzy immune PID controller. Firstly, through the chaotic coarse search (once carrier), the sub-optimal solution of parameters can be obtained quickly. Secondly, the fine search (secondary carrier) is used to find out the global optimal values in the near-field of sub-optimal solution. Finally, the new control system is simulated and compared with the conventional PID controller, fuzzy PID controller and immune fuzzy PID controller. The simulation results show that the chaotic optimization-immune fuzzy PID controller has the smaller overshoot, shorter settling time and faster response speed, and that the control effect of the stripping tower is obviously improved.
机译:聚氯乙烯(PVC)汽提工艺具有高度非线性,较大的时延和难以精确控制温度的特性。采用免疫模糊PID控制器控制汽提温度,提出了混沌优化算法进行模糊免疫PID控制器参数优化。首先,通过混沌粗搜索(一次载波),可以快速获得参数的次优解。其次,使用精细搜索(次要载波)在次优解的近场中找出全局最优值。最后,对新的控制系统进行了仿真,并与常规PID控制器,模糊PID控制器和免疫模糊PID控制器进行了比较。仿真结果表明,混沌优化免疫模糊PID控制器的超调量较小,建立时间较短,响应速度较快,汽提塔的控制效果明显提高。

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  • 作者单位

    School of Electronic find Information Engineering Shenyang University of Chemical Technology Economic and Technological Development Zone, Shenyang 110142, P. R. China;

    School of Electronic find Information Engineering Shenyang University of Chemical Technology Economic and Technological Development Zone, Shenyang 110142, P. R. China;

    School of Electronic find Information Engineering Shenyang University of Chemical Technology Economic and Technological Development Zone, Shenyang 110142, P. R. China;

    School of Electronic find Information Engineering Shenyang University of Chemical Technology Economic and Technological Development Zone, Shenyang 110142, P. R. China;

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

    Stripper temperature; Chaotic optimization; Immune theory; Fuzzy control; PID;

    机译:汽提塔温度;混沌优化免疫理论;模糊控制;PID;

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