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迭代步进值递减的果蝇优化算法在PID整定中的应用

孟桂艳 张伟

青岛大学学报(自然科学版)2017,Vol.30Issue(3):19-24,6.
青岛大学学报(自然科学版)2017,Vol.30Issue(3):19-24,6.DOI:10.3969/j.issn.1006-1037.2017.08.05

迭代步进值递减的果蝇优化算法在PID整定中的应用

Application of Drosophila Optimization Algorithm in PID Tuning

孟桂艳 1张伟2

作者信息

  • 1. 青岛市黄岛区教体局,青岛266404
  • 2. 青岛大学数学与统计学院,青岛266071
  • 折叠

摘要

Abstract

PID controller parameter determines the system control effect,so it is necessary to choose the best KfKdK1 parameters in parameter space of the system to achieve optimal performance.Compared with the traditional method,Drosophila optimization algorithm has been improve in both precision and speed,which can get quickly the global optimal solution,but is also easy to fall into local optimum.PID controller is usually adopted in Automatic Voltage Regulator(AVR) system.In order to optimum PID parameter online setting,the simulated result shows that this improved method can obtain better control performance in PID controller,which is of practical value.

关键词

AVR控制系统/果蝇优化算法/迭代步进值/DR-PID

Key words

AVR control system/drosophila optimization algoritm/iterative step value/DR-PID

分类

能源科技

引用本文复制引用

孟桂艳,张伟..迭代步进值递减的果蝇优化算法在PID整定中的应用[J].青岛大学学报(自然科学版),2017,30(3):19-24,6.

基金项目

“十一五”国家重点课题基金资助项目(批准号:FIBO070335-A2-03)资助. (批准号:FIBO070335-A2-03)

青岛大学学报(自然科学版)

1006-1037

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