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ANFIS based Distillation Column Control

Author(s): R. Sivakumar | K. Balu

Journal: International Journal of Computer Applications
ISSN 0975-8887

Volume: ECOT;
Issue: 2;
Start page: 67;
Date: 2010;
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Keywords: ANFIS | Neural modeling | MPC | Distillation Column | PID controller.

This paper presents a control strategy that combines the predictive controller and neuro-fuzzy controller type of ANFIS. An Adaptive Network based Fuzzy Interference System architecture extended to cope with multivariable systems has been used. The neuro-fuzzy controller and predictive controller are works parallel. This controller adjusts the output of the predictive controller, in order to enhance the predicted inputs. The performance of the control strategy is studied on the control of Distillation Column problem. The results confirmed the control quality improvement with MPC and multi-loop PID controller.
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