Modelling and control of an anfis temperature controller for plastic extrusion process

S. Ravi, P. A. Balakrishnan

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

11 Citations (Scopus)

Abstract

This paper develops a ANFIS controller design method for temperature control in plastic extrusion system. The plastic extrusion process control system uses first order transfer function. Plastic extrusion system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range subjected to various disturbances. The plastic extrusion system compresses of couple effects, long delay time and large time constants. The system designed with three different control techniques to control temperature at different set point changes and as well as to control sudden input disturbances. To design a controller it must be first tuned to the system. The tuning synchronizes the controller to the controlled variable and make the process to work at its desired operating condition. The Software incorporates LabVIEW graphical programming language and Matlab toolbox to design temperature control in plastic extrusion system. In this research the control methods are simulated using simulink and results obtained through LabVIEW. Relatively ANFIS controller gives best performance than Fuzzy logic and PID controller. The results indicate that the proposed algorithm significantly improves the performance of the temperature control in plastic extrusion system.

Original languageEnglish
Title of host publication2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010
Pages314-320
Number of pages7
DOIs
Publication statusPublished - Dec 1 2010
Event2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010 - Nagercoil, Tamil Nadu, India
Duration: Oct 7 2010Oct 9 2010

Other

Other2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010
CountryIndia
CityNagercoil, Tamil Nadu
Period10/7/1010/9/10

Fingerprint

Extrusion
Plastics
Controllers
Temperature control
Temperature
Computer programming languages
Fuzzy logic
Process control
Transfer functions
Time delay
Tuning
Control systems

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Networks and Communications

Cite this

Ravi, S., & Balakrishnan, P. A. (2010). Modelling and control of an anfis temperature controller for plastic extrusion process. In 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010 (pp. 314-320). [5670572] https://doi.org/10.1109/ICCCCT.2010.5670572
Ravi, S. ; Balakrishnan, P. A. / Modelling and control of an anfis temperature controller for plastic extrusion process. 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010. 2010. pp. 314-320
@inproceedings{f0259c240393451f94380401c5bd9640,
title = "Modelling and control of an anfis temperature controller for plastic extrusion process",
abstract = "This paper develops a ANFIS controller design method for temperature control in plastic extrusion system. The plastic extrusion process control system uses first order transfer function. Plastic extrusion system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range subjected to various disturbances. The plastic extrusion system compresses of couple effects, long delay time and large time constants. The system designed with three different control techniques to control temperature at different set point changes and as well as to control sudden input disturbances. To design a controller it must be first tuned to the system. The tuning synchronizes the controller to the controlled variable and make the process to work at its desired operating condition. The Software incorporates LabVIEW graphical programming language and Matlab toolbox to design temperature control in plastic extrusion system. In this research the control methods are simulated using simulink and results obtained through LabVIEW. Relatively ANFIS controller gives best performance than Fuzzy logic and PID controller. The results indicate that the proposed algorithm significantly improves the performance of the temperature control in plastic extrusion system.",
author = "S. Ravi and Balakrishnan, {P. A.}",
year = "2010",
month = "12",
day = "1",
doi = "10.1109/ICCCCT.2010.5670572",
language = "English",
isbn = "9781424477692",
pages = "314--320",
booktitle = "2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010",

}

Ravi, S & Balakrishnan, PA 2010, Modelling and control of an anfis temperature controller for plastic extrusion process. in 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010., 5670572, pp. 314-320, 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010, Nagercoil, Tamil Nadu, India, 10/7/10. https://doi.org/10.1109/ICCCCT.2010.5670572

Modelling and control of an anfis temperature controller for plastic extrusion process. / Ravi, S.; Balakrishnan, P. A.

2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010. 2010. p. 314-320 5670572.

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

TY - GEN

T1 - Modelling and control of an anfis temperature controller for plastic extrusion process

AU - Ravi, S.

AU - Balakrishnan, P. A.

PY - 2010/12/1

Y1 - 2010/12/1

N2 - This paper develops a ANFIS controller design method for temperature control in plastic extrusion system. The plastic extrusion process control system uses first order transfer function. Plastic extrusion system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range subjected to various disturbances. The plastic extrusion system compresses of couple effects, long delay time and large time constants. The system designed with three different control techniques to control temperature at different set point changes and as well as to control sudden input disturbances. To design a controller it must be first tuned to the system. The tuning synchronizes the controller to the controlled variable and make the process to work at its desired operating condition. The Software incorporates LabVIEW graphical programming language and Matlab toolbox to design temperature control in plastic extrusion system. In this research the control methods are simulated using simulink and results obtained through LabVIEW. Relatively ANFIS controller gives best performance than Fuzzy logic and PID controller. The results indicate that the proposed algorithm significantly improves the performance of the temperature control in plastic extrusion system.

AB - This paper develops a ANFIS controller design method for temperature control in plastic extrusion system. The plastic extrusion process control system uses first order transfer function. Plastic extrusion system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range subjected to various disturbances. The plastic extrusion system compresses of couple effects, long delay time and large time constants. The system designed with three different control techniques to control temperature at different set point changes and as well as to control sudden input disturbances. To design a controller it must be first tuned to the system. The tuning synchronizes the controller to the controlled variable and make the process to work at its desired operating condition. The Software incorporates LabVIEW graphical programming language and Matlab toolbox to design temperature control in plastic extrusion system. In this research the control methods are simulated using simulink and results obtained through LabVIEW. Relatively ANFIS controller gives best performance than Fuzzy logic and PID controller. The results indicate that the proposed algorithm significantly improves the performance of the temperature control in plastic extrusion system.

UR - http://www.scopus.com/inward/record.url?scp=78751542635&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78751542635&partnerID=8YFLogxK

U2 - 10.1109/ICCCCT.2010.5670572

DO - 10.1109/ICCCCT.2010.5670572

M3 - Conference contribution

SN - 9781424477692

SP - 314

EP - 320

BT - 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010

ER -

Ravi S, Balakrishnan PA. Modelling and control of an anfis temperature controller for plastic extrusion process. In 2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010. 2010. p. 314-320. 5670572 https://doi.org/10.1109/ICCCCT.2010.5670572