Brushless DC motor drive control using Single Input Fuzzy PI Controller (SIFPIC)

The paper presented Single Input Fuzzy PI Controller (SIFPIC) as a speed controller for brushless DC motor (BLDC) drive. BLDC motor is a synchronous motor that commonly used in various application either industrial or domestically. As Conventional PI controller is at disadvantage for nonlinear system due to its one operating point limitation, Fuzzy Logic Controller comes as the option. A simplified FLC has been developed by reducing the number of rules to solve the problems of lengthy design time cycle. SIFPIC has simple generation and tuning process and also provides an exceptional response for cases of large signal disturbance. The control structure of BLDC motor drive is fed up by 3 phase inverter and has 2 closed loops which the inner loop is to control the current while the outer loop to control the speed of the motor. Simulation is done using MATLAB/Simulink with fuzzy control surface Y for all input values is modeled using fuzzy toolbox. The Simulation result is observed through speed response under several conditions which are constant speed, changing speed and changing load torque. The performance of SIFPIC is then compared with the performance of the conventional PI and Fuzzy PI controller. SIFPIC is as expected produced a response similar with the conventional fuzzy PI controller.

[1]  K. R. Rajagopal,et al.  Fuzzy Logic Based Gain Scheduled PI Speed Controller for PMBLDC Motor , 2009, 2009 Annual IEEE India Conference.

[2]  Constantin Volosencu Control of electrical drives based on fuzzy logic , 2008 .

[3]  Adem Dalcali,et al.  An adaptive PI controller schema based on fuzzy logic controller for speed control of permanent magnet synchronous motors , 2013, 4th International Conference on Power Engineering, Energy and Electrical Drives.

[4]  A.M. Osheiba,et al.  Fuzzy Logic Based Speed Control of a Permanent Magnet Brushless DC Motor Drive , 2007, 2007 International Conference on Electrical Engineering.

[5]  N.A. Azli,et al.  A Discrete Single Input PI Fuzzy Controller for Inverter Applications , 2007, IECON 2007 - 33rd Annual Conference of the IEEE Industrial Electronics Society.

[6]  N. A. Azli,et al.  Inverter control using a simplified fuzzy PI controller , 2010 .

[7]  S. M. Ayob,et al.  Piecewise Linear Control Surface for Single Input Nonlinear PI-Fuzzy Controller , 2007, 2007 7th International Conference on Power Electronics and Drive Systems.

[8]  Ned Mohan,et al.  Electric Drives: An Integrative Approach , 2001 .

[9]  Alina G. Stan,et al.  Improved Brushless DC Motor Control Algorithm For Reducing Source Current Harmonics. Simulation Study , 2012, ECMS.

[10]  S. Chowdhuri,et al.  Performance Studies of Fuzzy Logic Based PI-like Controller Designed for Speed Control of Switched Reluctance Motor , 2006, 2006 1ST IEEE Conference on Industrial Electronics and Applications.

[11]  Shahrin Md. Ayob,et al.  PWM DC-AC Converter Regulation using a Multi-Loop Single Input Fuzzy PI Controller , 2009 .

[12]  P. C. Sen,et al.  Principles of Electric Machines and Power Electronics , 1989 .

[13]  Bruno Allard,et al.  Implementation of Hybrid Control for Motor Drives , 2007, IEEE Transactions on Industrial Electronics.

[14]  Damian Giaouris,et al.  Controlled AC Electrical Drives , 2008, IEEE Transactions on Industrial Electronics.

[15]  Byung Kook Kim,et al.  Design and stability analysis of single-input fuzzy logic controller , 2000, IEEE Trans. Syst. Man Cybern. Part B.

[16]  E. Levi,et al.  A comparative analysis of fuzzy logic and PI speed control in high performance AC drives using experimental approach , 2000, Conference Record of the 2000 IEEE Industry Applications Conference. Thirty-Fifth IAS Annual Meeting and World Conference on Industrial Applications of Electrical Energy (Cat. No.00CH37129).

[17]  M. Arjun,et al.  Control of BLDC motor based on adaptive fuzzy logic PID controller , 2014, 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE).

[18]  A.G. Perry,et al.  A new design method for PI-like fuzzy logic controllers for DC-to-DC converters , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[19]  Abraham Kandel,et al.  Complex fuzzy logic , 2003, IEEE Trans. Fuzzy Syst..