Soft sensor based composition estimation and controller design for an ideal reactive distillation column

In this research work, the authors have presented the design and implementation of a recurrent neural network (RNN) based inferential state estimation scheme for an ideal reactive distillation column. Decentralized PI controllers are designed and implemented. The reactive distillation process is con...

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Veröffentlicht in:	ISA transactions 2011, Vol.50 (1), p.61-70
Hauptverfasser:	Vijaya Raghavan, S.R., Radhakrishnan, T.K., Srinivasan, K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Applied sciences Columns (process) Computer science control theory systems Control system synthesis Control theory. Systems Distillation Distillation - instrumentation Equipment Design Exact sciences and technology Extended Kalman filter Feed forward neural network Feedback Hot Temperature Industry - instrumentation Modelling and identification Neural networks Neural Networks (Computer) Nonlinear Dynamics On-line systems Performance indices Reactive distillation Recurrent neural networks State estimation State estimators Temperature Time delayed neural network Volatilization
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