Implementation of NARMA-L2 Controller for Shell and Tube Heat Exchanger Temperature Process

Paul, Rajarshi and Shreesha, C (2015) Implementation of NARMA-L2 Controller for Shell and Tube Heat Exchanger Temperature Process. Industrial and Engineering Chemistry Research, 55 (19). ISSN 0888-5885

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Official URL: http://pubs.acs.org/doi/abs/10.1021/acs.iecr.5b037...

Abstract

In this research, the authors present the tuning and implementation of the nonlinear moving average autoregressive-linearization level 2 (NARMA-L2) controller for a shell and tube heat exchanger (STHE) temperature process. A mathematical model of the process plant is considered for simulation, and the model is discretized for the controller operation. The NARMA-L2 controller computes a sequence of control variable (the cold water inflow rate) adjustments in order to optimize the future performance of STHE process. The selected controller is trained to provide a quick control over the process variable in the nominal operating range of STHE by selecting appropriate constraints for NARMA models. The paper compares the performance of the selected NARMA-L2 controller with that of a benchmark controller, and the comparative results are presented

Item Type: Article
Subjects: Engineering > MIT Manipal > Instrumentation and Control
Depositing User: MIT Library
Date Deposited: 14 Jun 2016 14:15
Last Modified: 14 Jun 2016 14:15
URI: http://eprints.manipal.edu/id/eprint/146360

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