Design and development of a microcontroller based neuro fuzzy temperature controller

S. Ravi, M. Sudha, P. A. Balakrishnan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The temperature control in plastic extrusion system is a crucial process, which is an important factor to produce high quality plastic products. The plastic extrusion model is a first order non linear system has multiple stages coupled with each other and comprises a long delay time, large time constant and undesirable overshoot. To acquire a solution to the problem of difficulty to control temperature in process industries, a new adaptive control strategy, embedded based neuro fuzzy controller is proposed. The software incorporates Matlab simulink and real time control algorithm has been developed using PIC 16F877A microcontroller. The proposed method hardware test results are compared with that of the simulated results. The results obtained conclude that the use of proposed controller improve the process in terms of time domain specification, set point tracking and rejection of disturbances more effectively and rapidly with optimum stability for the temperature control in plastic extrusion system.

Original languageEnglish
Title of host publication2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012
Pages103-107
Number of pages5
DOIs
Publication statusPublished - Nov 26 2012
Event2012 1st International Conference on Informatics, Electronics and Vision, ICIEV 2012 - Dhaka, Bangladesh
Duration: May 18 2012May 19 2012

Other

Other2012 1st International Conference on Informatics, Electronics and Vision, ICIEV 2012
CountryBangladesh
CityDhaka
Period5/18/125/19/12

Fingerprint

Microcontrollers
Temperature control
Extrusion
Plastics
Controllers
Plastic products
Real time control
Temperature
Nonlinear systems
Time delay
Specifications
Hardware
Industry

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition
  • Information Systems
  • Electrical and Electronic Engineering

Cite this

Ravi, S., Sudha, M., & Balakrishnan, P. A. (2012). Design and development of a microcontroller based neuro fuzzy temperature controller. In 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012 (pp. 103-107). [6317541] https://doi.org/10.1109/ICIEV.2012.6317541
Ravi, S. ; Sudha, M. ; Balakrishnan, P. A. / Design and development of a microcontroller based neuro fuzzy temperature controller. 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012. 2012. pp. 103-107
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Ravi, S, Sudha, M & Balakrishnan, PA 2012, Design and development of a microcontroller based neuro fuzzy temperature controller. in 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012., 6317541, pp. 103-107, 2012 1st International Conference on Informatics, Electronics and Vision, ICIEV 2012, Dhaka, Bangladesh, 5/18/12. https://doi.org/10.1109/ICIEV.2012.6317541

Design and development of a microcontroller based neuro fuzzy temperature controller. / Ravi, S.; Sudha, M.; Balakrishnan, P. A.

2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012. 2012. p. 103-107 6317541.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Ravi S, Sudha M, Balakrishnan PA. Design and development of a microcontroller based neuro fuzzy temperature controller. In 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012. 2012. p. 103-107. 6317541 https://doi.org/10.1109/ICIEV.2012.6317541