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文章基本信息

  • 标题:Modelling and Control of Dynamical Systems Using Neural Network – A Review
  • 本地全文:下载
  • 作者:Abubakar S. Umar ; Muntaqa D. Alhassan ; Kabiru Aminu
  • 期刊名称:International Journal of Soft Computing & Engineering
  • 电子版ISSN:2231-2307
  • 出版年度:2015
  • 卷号:5
  • 期号:4
  • 页码:73-76
  • 出版社:International Journal of Soft Computing & Engineering
  • 摘要:This paper presents a brief review on how artificial neural networks can be used in modelling and control of dynamical systems. The paper is broadly categorized into two; the first part is a short overview on artificial neural networks, particularly its generalization property, as applied to systems identification. The subsequent part contains a review onsome of the typical approaches used in the control of dynamical systems using neural networks which includes model predictive control, NARMA-L2 Control and model reference control. Finally, a comparative conclusion was made to distinguish the performances of the different control methods presented in this paper.
  • 关键词:Neural Network Controllers; Generalization;Systems Modelling; Control Systems
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