Modeling of a Commercial BLDC Motor and Control Using GA- controller for a BLDC Propulsion Application for Hybrid Electric Vehicle

Authors

  • KVNS Pavan Kumar Research Scholar in the Department of EEE at Bharath Institute of Higher Education and Research, Chennai Author
  • Dr.S. Prakash Professor in the Department of EEE at Bharath Institute of Higher Education and Research, Chennai. Author

DOI:

https://doi.org/10.61841/73yath61

Keywords:

BLDC Motor, Hybrid Electric Vehicle, GA Controller, Generic Algorithm.

Abstract

 A wide amount of industries apply brushless DC (BLDC) motors for the advantage of having high effectiveness, speed, torque and low volume. The primary research concept is to give a development on whole representation of BLDC motor and also designing a optimal controller for controlling its position. Due to simple structure and easy implementation PSO controller is utilized for controlling many problems. Here in practical we didn’t get optimal performance by conventional practical PSO controller so for this purpose we propose a generic algorithm as a global optimizer for finding optimal PSO particles for reduction of torque ripples, setting current reducing control, current compensating of BLDC motor. So by utilizing generic algorithm a optimal design is performed on three phase brushless DC motor (TPBLDCM). Here the main objective of this optimal explore is to select the effectiveness of the motor and also the designing method is said as the maximum trouble which is depended on the value of a little particular motor considerations, has a relational study for improving motor and also designing a initial performance. Here the simulation resulting models of total electric propulsion may built analyzed by carrying standard driving schedule for performance indication of vehicle which is derived as a result of encouraging. 

Downloads

Download data is not yet available.

References

[1] H. Holland, Adaptation in Natural and Artificial Systems, Ann Arbor, University of MichiGAn Press, 1995,

p. 1-211.

[2] G. Cvetkovski, "InvestiGAtion of Methods and Contribution to the Development of Genetic Algorithms for

Optimal Design of Permanent Magnet Synchronous Disc Motor", Ph.D. thesis, Faculty of Electrical

Motorering and Information Technologies Skopje, 2000, pp. 1-253.

[3] G. Cvetkovski, L. Petkovska, S. GAir, "Genetic Algorithm Applied in Optimal Design of PM Disc Motor

Using Specific Power as Objective", Chapter 13 of the Book Studies in Computational Intelligence -

Computational Methods for the Innovative Design of Electrical Devices, Springer, 2010, pp.245-266.

[4] G.F. Ühler, O.A. Mohammed and C.S. Koh, "Design Optimisation of Electrical Machines Using Genetic

Algorithms", Magnetics IEEE Transactions on, Vol. 31, No. 3, 1995, pp. 2008- 2011.

[5] Z. Janikow, Z. Michalewicz, "An Experimental Comparison of Binary and Floating Point Representations

in Genetic Algorithms", in Proceedings 1991 4th International Conference on GA, San Diego, pp. 31-35.

[6] G. Cvetkovski, L. Petkovska: "Fitness Scaling Selection for Improved GA Based PMDM Optimal Design",

Book of summaries of the 7th International Symposium on Electric and Magnetic Fields-EMF-2006,

Aussois, France, 2006, pp. 53-54.

[7] O. Cordon et al. “Genetic Fuzzy Systems Evolutionary Tuning and Learning of Fuzzy Knowledge Bases”

World Scientific Publishing Co. Pte. Ltd. 2001, Page 53-58.

[8] H. Mohan, K.P. Remya, S. Gomathy, “Speed Control of Brushless DC Motor Using Fuzzy Based

Controllers”, International Research Journal of Motorering and Technology, IRJET, Volume 2 Issue: 04th

July-2015, Pages 875-881.

[9] N.J. Sujatha, M. Saravanan, “A Comparative Study of Fuzzy Logic Controllers for BLDC Motor Drive”,

ARPN Journal of Motorering and Applied Sciences, Volume 10, No. 9, May 2015, Pages 4167-4175.

[10] R. Kandiban, R. Arulmozhiyal, “Speed control of BLDC motor using Adaptive Fuzzy PID controller”,

International Conference on Modelling, Optimization and Computing, 2012, Pages 306-313

Downloads

Published

31.10.2019

How to Cite

Pavan Kumar, K., & Prakash, S. (2019). Modeling of a Commercial BLDC Motor and Control Using GA- controller for a BLDC Propulsion Application for Hybrid Electric Vehicle. International Journal of Psychosocial Rehabilitation, 23(4), 1604-1613. https://doi.org/10.61841/73yath61