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文章基本信息

  • 标题:Design of Plant Estimator Model Using Neural Network
  • 作者:K.Suresh Manic ; R.Sivakumar ; V.Nerthiga
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2009
  • 卷号:9
  • 期号:6
  • 页码:142-147
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:The construction of a parameter (or state) estimator can be basically considered as a function approximation problem. To design an estimator, it is first necessary, to obtain the training data set ��G�� such that, this training data set contains as much information as possible about a system ��g��. Once trained properly, the estimator will adaptively follow the slope of ��g�� at all times. In this paper, signals are processed in real time and combined with previous monitoring data to estimate, using the neural network, the process variable level in a nonlinear process control plant.
  • 关键词:Estimator; Neural Network; Nonlinear control; Sensor validation
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