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

17 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 - 2010
Event2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010 - Nagercoil, Tamil Nadu, India
Duration: Oct 7 2010Oct 9 2010

Publication series

Name2010 IEEE International Conference on Communication Control and Computing Technologies, ICCCCT 2010

Other

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

All Science Journal Classification (ASJC) codes

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

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