Decoupling Neural Network Model Predictive Control - Giwa, Abdulwahab
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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…mehr

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Produktbeschreibung
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.
Autorenporträt
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.