Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)

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An Effective Controller Design for BLDC Motor Drive with Nature Inspired Heuristic Algorithm

Authors
Trinayani Chittajallu1, *, Ravi Srinivas Lanka1
1Seshadri Rao Gudlavalleru Engineering College, Gudlavalleru, India
*Corresponding author. Email: trinayanigeceee@gmail.com
Corresponding Author
Trinayani Chittajallu
Available Online 5 December 2022.
DOI
10.2991/978-94-6463-074-9_23How to use a DOI?
Keywords
BLDC motor; PI Controller; Speed Deviation; Whale Optimization Algorithm
Abstract

In this paper, an effective controller design for the BLDC motor drive is proposed using nature inspired Whale Optimization Algorithm (WOA). The PI controller is developed for the speed control of BLDC motor using Whale Optimization Algorithm. The gain settings of a PI controller are improved using WOA, with Integral square Error (ISE) as the objective function. The dynamic characteristics of the BLDC motor are observed by the developed model using MATLAB/simulink environment. The suggested controller’s performance is evaluated under a variety of load and set speed settings, and it is compared to other known optimization approaches such as PSO and DE. Based on the simulation results, it is clear that the suggested controller performs better under all of the drive’s operating conditions.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
5 December 2022
ISBN
978-94-6463-074-9
ISSN
2589-4919
DOI
10.2991/978-94-6463-074-9_23How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Trinayani Chittajallu
AU  - Ravi Srinivas Lanka
PY  - 2022
DA  - 2022/12/05
TI  - An Effective Controller Design for BLDC Motor Drive with Nature Inspired Heuristic Algorithm
BT  - Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)
PB  - Atlantis Press
SP  - 268
EP  - 280
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-074-9_23
DO  - 10.2991/978-94-6463-074-9_23
ID  - Chittajallu2022
ER  -