[1]汪军,杨建明,徐治皋.遗传算法在汽轮机调速系统参数估计中的应用[J].东南大学学报(自然科学版),1999,29(4):141-143.[doi:10.3969/j.issn.1001-0505.1999.04.030]
 Wang Jun,Yang Jianming,Xu Zhigao.Steam Turbine Hydraulic Control System Parameter Estimation Using Genetic Algorithms[J].Journal of Southeast University (Natural Science Edition),1999,29(4):141-143.[doi:10.3969/j.issn.1001-0505.1999.04.030]
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遗传算法在汽轮机调速系统参数估计中的应用()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
29
期数:
1999年第4期
页码:
141-143
栏目:
能源与动力工程
出版日期:
1999-07-20

文章信息/Info

Title:
Steam Turbine Hydraulic Control System Parameter Estimation Using Genetic Algorithms
作者:
汪军 杨建明 徐治皋
东南大学动力工程系,南京 210096
Author(s):
Wang Jun Yang Jianming Xu Zhigao
Department of Power Engineering, Southeast University, Nanjing 210096
关键词:
遗传算法 调速系统 参数估计
Keywords:
genetic algorithms hydraulic control system parameter estimation
分类号:
TK248.6
DOI:
10.3969/j.issn.1001-0505.1999.04.030
摘要:
汽轮机液压调速系统是一复杂非线性系统,现有的参数估计算法存在不足之处.遗传算法寻优能力强,可以在该系统的参数估计中应用.通过2个仿真算例,表明遗传算法的估计精度高于现有的算法,具有良好的应用前景.
Abstract:
Steam turbine hydraulic control system is a complex and nonlinear system. The parameter estimation algorithms in the past have some disadvantages. This paper presents a method using genetic algorithms for nonlinear system parameter identification. Simulation results show that genetic algorithms gives high accuracy and robustness, and it is a promising method. 

参考文献/References:

[1] 杨建明.汽轮机调速系统性能监测与故障诊断技术研究:[学位论文].南京:东南大学动力工程系,1990
[2] 岳振军.汽轮机调节系统性能分析--辨识、诊断和试验设计:[学位论文].南京:东南大学动力工程系,1995
[3] Kirstinsson K,Dumont G A.System identification and control using genetic algorithms.IEEE Trans on Syst Man and Cybernetics,1992,22(5):1033~1046
[4] Goldberg D E.Genetic algorithms in search,optimization and machine learning.New York:Addison Wesley,1989

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备注/Memo

备注/Memo:
第一作者:男, 1971年生,博士.
更新日期/Last Update: 1999-07-20