Skip navigation
Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/18582
Title: Analysis of hybrid temperature control for nonlinear continuous stirred tank reactor
Authors: Verma O.P.
Kumar S.
Manik, Gaurav
Nagar A.
Bansal J.C.
Deep K.
Pant M.
Das K.N.
Published in: Proceedings of Advances in Intelligent Systems and Computing
Abstract: Classical controllers usually require a prior knowledge of mathematical modeling of the process. The inaccuracy of mathematical modeling degrades the control performance of the continuous stirred tank reactor (CSTR), which shows nonlinearity to some extent. It is very necessary to attain desired temperature within a specified period of time to avoid overshoot and absolute error, with better temperature tracking capability, else the process is disturbed in the nonlinear CSTR system. This paper studies the output (temperature) tracking and disturbance rejection problem of nonlinear CSTR control systems with uncertainties via classical control PID, cascade control, and hybrid intelligent controller that includes FLC, adaptive control, and adaptive neuro-fuzzy inference system (ANFIS). This paper evaluates change in an adaptive controller response with varying adaptive gain. It has been observed that OLTF of CSTR is stable, and adaptive controller is best suitable for temperature control for ISE, and also has much better temperature tracking capability. Adaptive controller and ANFIS both have observed zero overshoot. © Springer India 2015.
Citation: Proceedings of Advances in Intelligent Systems and Computing, (2015), 103- 121
URI: https://doi.org/10.1007/978-81-322-2220-0_9
http://repository.iitr.ac.in/handle/123456789/18582
Issue Date: 2015
Publisher: Springer Verlag
Keywords: Adaptive controller
ANFIS
Cascade controller
CSTR
FLC
MIT rule
Nonlinearity
PID controller
ISBN: 9.78813E+12
ISSN: 21945357
Author Scopus IDs: 56594677400
57213855790
56595314900
Author Affiliations: Verma, O.P., Department of Polymer and Process Engineering, Indian Institute of Technology Roorkee, Saharanpur Campus, Saharanpur, India
Kumar, S., Department of Electrical and Electronics Engineering, Graphic Era University, Dehradun, India
Manik, G., Department of Polymer and Process Engineering, Indian Institute of Technology Roorkee, Saharanpur Campus, Saharanpur, India
Corresponding Author: Manik, G.; Department of Polymer and Process Engineering, Indian Institute of Technology Roorkee, Saharanpur CampusIndia; email: manikfpt@iitr.ac.in
Appears in Collections:Conference Publications [PE]

Files in This Item:
There are no files associated with this item.
Show full item record


Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.