Fuzzy logic control design for field oriented control to improve induction motor drive system

Mat Ariff, Roslina and Hanafi, Dirman and Utomo, Wahyu Mulyo and Kok , Boon Ching and Zin, N. M. and Sim, Sy Yi and Bohari, Azuwien Aida (2012) Fuzzy logic control design for field oriented control to improve induction motor drive system. In: 5th International Conference on Postgraduate Education (ICPE-5 2012), Universiti Teknologi Malaysia, Skudai, 18-19 December 2012.

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Abstract

This paper focuses on improve performance of induction motor (IM) by control the speed. Fuzzy logic control (FLC) is design for in field oriented control (FOC) based structure associated with an induction motor (IM). FLC has ability to confront the uncertainties existing in the IFOC determined through model of IM. The type of FLC that using is Segeno fuzzy logic. The inputs of FLC are the error (e) and derivative error (de) between actual speed and reference speed. The output of FLC is the daxesstator current (ids). Membership functions are chosen based to parameter of the motor model. The speed control of IM is importance to achieve maximum torque efficiency. FLC applied in this paper to control speed of induction motor to achieve maximum torque to minimum loss. Motor state variable be identified using indirect by using IM model. High performance for speed of IM drives needs proper control of motor speed and produce electromagnetic torque. A complete model for Indirect Field Oriented Control (IFOC) of induction motor incorporating the purposed FLC is developed. The simulation design is test using MATLAB Simulink program. The simulation result shows in a steady state, the efficiency increase and reduce the ripple. Furthermore, the FLC is able to improve performance for IFOC of induction motor.

Item Type:Conference or Workshop Item (Paper)
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK2000-2891 Dynamoelectric machinery and auxiliaries
Divisions:Faculty of Electrical and Electronic Engineering > Department of Robotic and Mechatronic Engineering
ID Code:5870
Deposited By:Normajihan Abd. Rahman
Deposited On:23 Apr 2015 08:41
Last Modified:23 Apr 2015 08:41

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