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基于非线性(Wiener)模型自适应预测函数控制 被引量:3

The Adaptive Predictive Function Control of Nonlinear System Based on Wiener Model
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摘要 针对一类非线性对象提出了基于Wiener模型的非线性系统自适应预测函数控制方法。利用带遗忘因子的递推最小二乘算法在线辨识得到Wiener模型核参数,根据所得模型参数直接计算得到非线性预测函数控制律,而且使控制律计算容易,适用于具有一定非线性的被控对象,并能适应被控对象的环境变化。 A new strategy of adaptive predictive function control based Wiener model for nonlinear system is developed. The parameters of Wiener model are identified by the recursive least square method with forgetting factor. Based on the identified result, The Adaptive Predictive Function Controller (PFC) is designed. The result of simulation illustrates performance of the derived control strategy for nonlinear time-varying system.
出处 《计算技术与自动化》 2003年第2期15-17,共3页 Computing Technology and Automation
关键词 WIENER模型 非线性 预到函数控制 自适应控制 最小二乘算法 Wiener model Predictive Function Control (PFC) adaptive control recursive least square
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参考文献4

  • 1刘强,许晓鸣,张卫东.基于Volterra模型的非线性系统预测控制[J].控制与决策,2000,15(3):339-341. 被引量:9
  • 2顾钟文 邹志云 罗文巍.一类非线性系统的预测控制算法[C]..中国自动化学会首届过程控制科学报告会论文集[C].杭州:浙江大学出版社,1987.186-194.
  • 3Yeo Y K William D C. Bilinear model perdictive control[J]. Ind Eng Chem Res, 1987,26( 11 ) : 2267 - 2274.
  • 4Garcia C E, Prtee D M, Morari M. Model perdictive control:Theory and practice--A survey[J]. Automatica, 1989,25(3):335 - 348.

二级参考文献2

  • 1Body S,IEEE Trans CAS,1985年,32卷,10期,1150页
  • 2刘鸿强,华东化工学院学报,1983年,19卷,225页

共引文献10

同被引文献20

  • 1Bloemen H H J,Chou C T,van den Boom T J J,et al.Wiener model identification and predictive control for dual composition control of a distillation column[J].Journal of Process Control,2001,11:601-620.
  • 2Bloemen H H J,van den Boom T J J.MPC for Wiener systems[C]/ / Proceedings of the 38th IEEE Conference on Decision and Control.Phoenix:IEEE Xplore,1999:4595-4600.
  • 3Sandra J, Norquay, Ahmet P,et al. Romagnoli model predictive control based on wiener models [J]. Chemical Engineering Science, 1998,53( 1 ) :75-84.
  • 4Bloemen H H J, Chou C T, Verduh V,et al. Wiener model identification and predictive control for dual composition control of a distillation column [J]. Journal of Process Control,2001( 11 ) :601-620.
  • 5Norquay S J, Palazoglu A, Romagnoli J A. Application of wiener model predictive control to an industrial C2-splitter[J]. Journal of Process Control, 1999 (9) : 461-473.
  • 6Su W S, Jietae L. Modeling and control wiener-type processes [J]. Chemical Engineering Science,2004(59): 151 5-152 1.
  • 7Bloemen H H J, Boom T J J. MPC for wiener systems, in:proceedings of the 38th IEEE conference on decision and control[C]. Phoenix, Arizona, USA,1999: 459 5-460 0.
  • 8Specht D F. A general regression neural network[J]. IEEE Transactions on Neural Networks,1991,2 (6): 568-576.
  • 9Goodwin G C, Sin K S. Adaptive filtering predictive and control [M]. Englewood Cliffs:Prentice-haU Inc, 1984.
  • 10宁璀,张泉灵,苏宏业.多变量一阶加纯滞后系统的预测函数控制[J].信息与控制,2007,36(6):702-707. 被引量:16

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