Design of intelligent self-tuning GA ANFIS temperature controller for plastic extrusion system

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

Research output: Contribution to journalArticle

33 Citations (Scopus)

Abstract

This paper develops a GA ANFIS controller design method for temperature control in plastic extrusion system. Temperature control of plastic extrusion system suffers problems related to longer settling time, couple effects, large time constants, and undesirable overshoot. The system is generally nonlinear and the temperature of the plastic extrusion system may vary over a wide range of disturbances. The system is designed with three controllers. The proposed GA ANFIS controller is the most powerful approach to retrieve the adaptiveness in the case of nonlinear system. In this research the control methods are simulated using simulink. Relatively the methodology and efficiency of the proposed method are compared with those of the traditional methods and the results obtained from GA ANFIS controller give improved performance in terms of time domain specification, set point tracking, and disturbance rejection with optimum stability.

Original languageEnglish
Article number101437
JournalModelling and Simulation in Engineering
Volume2011
DOIs
Publication statusPublished - Nov 24 2011

Fingerprint

Adaptive Neuro-fuzzy Inference System
Self-tuning
Extrusion
Plastics
Tuning
Controller
Controllers
Temperature control
Temperature Control
Temperature
Disturbance rejection
Simulink
Disturbance Rejection
Overshoot
Nonlinear systems
Time Constant
Controller Design
Point Sets
Design Method
Time Domain

All Science Journal Classification (ASJC) codes

  • Modelling and Simulation
  • Engineering(all)
  • Computer Science Applications

Cite this

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Design of intelligent self-tuning GA ANFIS temperature controller for plastic extrusion system. / Ravi, S.; Sudha, M.; Balakrishnan, P. A.

In: Modelling and Simulation in Engineering, Vol. 2011, 101437, 24.11.2011.

Research output: Contribution to journalArticle

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