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Decoupling Neural Network Model Predictive Control: Algorithm Development and Application to Reactive Distillation Process - Couverture souple

Giwa, Abdulwahab

 
9783659350047: Decoupling Neural Network Model Predictive Control: Algorithm Development and Application to Reactive Distillation Process
Couverture souple
ISBN 10 : 3659350044 ISBN 13 : 9783659350047
Editeur : LAP LAMBERT Academic Publishing, 2013

Synopsis

Nowadays, effective control of reactive distillation process has become one of the major challenges facing Process Systems Engineers because of the complex and multivariable nature of this process. Good control of this process can only be achieved by considering and trying to eliminate the interactions existing among all the variables involved in the process. This can be accomplished by employing Decoupling Control. Also, taking the complexity as well as the nonlinearity of the process into consideration, a versatile model like Neural Network model is preferred for its control. This work has addressed these issues by developing the algorithms required to implement Decoupling Neural Network Model Predictive Control on multivariable and complex reactive distillation process. The algorithms, including Simulink diagrams and MATLAB codes, provided in this work will go a long way in contributing to efficient, realizable and convenient control of a complex process like reactive distillation both in academic researches and in industries.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Nowadays, effective control of reactive distillation process has become one of the major challenges facing Process Systems Engineers because of the complex and multivariable nature of this process. Good control of this process can only be achieved by considering and trying to eliminate the interactions existing among all the variables involved in the process. This can be accomplished by employing Decoupling Control. Also, taking the complexity as well as the nonlinearity of the process into consideration, a versatile model like Neural Network model is preferred for its control. This work has addressed these issues by developing the algorithms required to implement Decoupling Neural Network Model Predictive Control on multivariable and complex reactive distillation process. The algorithms, including Simulink diagrams and MATLAB codes, provided in this work will go a long way in contributing to efficient, realizable and convenient control of a complex process like reactive distillation both in academic researches and in industries.

Biographie de l'auteur

Abdulwahab GIWA obtained his BEng Degree with First Class Division from Federal University of Technology, Minna, Nigeria in 2004. He got his PhD Degree in Process Systems Engineering from Ankara University, Turkey in 2012 with a CGPA of 4.00 out of 4.00. He is currently doing his Postdoctoral Research at Middle East Technical University, Turkey.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659350044
ISBN 13 
9783659350047
Reliure
Broché
Nombre de pages
392
Coordonnées du fabricant
non disponible
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