数字控制器结构和参数的同步优化设计
Design of Digital Controller by Simultaneous Optimization of the Structure and Parameters
摘要
在非线性因素存在的情况下 ,采用了分层遗传算法设计数字控制器。能够同步获得结构简、参数优的数字控制器。数值实验表明了本方法的有效性。
A hierarchical genetic algorithm (HGA) is proposed for designing digital controllers under nonlinear conditions. Both the controller structure and parameters can be optimized in a simultaneous manner. A numerical example demonstrates the high efficiency of the method.
出处
《仪器仪表学报》
EI
CAS
CSCD
北大核心
2002年第3期226-228,240,共4页
Chinese Journal of Scientific Instrument
关键词
分层遗传算法
数字控制器
非线性
同步
优化设计
Hierarchical genetic algorithm Digital controller Nonlinearity Optimization
参考文献11
-
1[1]Benjamin C.Kuo.Digital control systems.Holt,Rinehart and Winston,Inc,1980.
-
2[2]M.A.Abido,Y.L.Abdel-Magid.A genetic-based power system stablizer.Electric Machines and Power System,1998,26:559~571.
-
3[3]Helena Szczerbicka,Matthias Becker.Genetic Algorithms.A tool for modeling,simulation and optimiza-tion of complex systems.Cybernetics and Systems:An International Journal,1998,29:639~659.
-
4[4]Porter B.,Jones A.H..Genetic tuning of digital PID controllers.Electron.Lett.,1992,28:843~844.
-
5[5]Wang.P.,Kwork D.B..Optimal design of PID process controllers based on genetic algorithm.Control Engng Practice,1994,2(4):641~648.
-
6[6]H Warwick Y-H Kang.Self-tuning proportional,integral and derivative controller based on genetic algorithm least squares.Proc Instn Mech Engrs,1998,212,Partl:395~401.
-
7[7]Lixin Zheng.Fuzzy optimization design of double loop system based on genetic algorithm.Journal of Huaqiao University,2000,21(1):16~20.
-
8[8]Rudolf,G..Convergence analysis of canonical genetic algorithms.IEEE Trans.Neural Networks,1994,24(1):96~101.
-
9[9]Dinabandhu B,Murthy C A.Genetic algorithm with elitist model and Its convergence.Int.J of Pattern Recognition and Artificial Intelligence,1996,10(6):990~995.
-
10[10]C.Z.Janikow,Z.Michalewicz.An experimental comparison of binary and floating point representation in genetic algorithms.Proc.4th Int.Conf.Genetic Algorithms.San Diego,CA,July 1991:31~36.
-
1盛翊智,崔小武.一种由单片机组成的数字控制器[J].仪器仪表学报,1989,10(1):108-112.
-
2吴世信,刘丽红.扩展大林算法[J].电气传动,1991,21(2):44-50.
-
3张美琴,俞金寿,蒋慰孙.振铃现象及其克服方法的研究[J].化工自动化及仪表,1991,18(3):11-14.
-
4王亚美,赵波.数字PID控制器参数仿真优化[J].辽宁省交通高等专科学校学报,1996,4(1):23-29. 被引量:1
-
5王永明,王瑛,王伟,苗晓婷,陈彦平,吴艳丽.EDC220控制器同步控制功能的实现方法[J].工程与试验,2009,49(4):61-63.
-
6刘刚,曹勇,李华德.几种改进遗传算法的性能比较[J].微计算机信息,2007,23(30):190-192. 被引量:14
-
7郑力新,周凯汀,王永初.基于分层遗传算法的模型结构与参数的同步辨识[J].自动化仪表,2001,22(5):5-8. 被引量:4
-
8吴彦文,王洁.基于混合遗传粒子群优化推荐算法的设计[J].计算机工程与设计,2017,38(2):405-408. 被引量:8
-
9刘祥,李玉霞,李敏花.基于DSP的磁悬浮轴承数字控制器[J].组合机床与自动化加工技术,2006(9):90-93.
-
10龚昌来.基于MatLab/Simulink的单片机控制系统仿真[J].河海大学常州分校学报,2006,20(1):32-35. 被引量:1