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International Journal of Research and Scientific Innovation (IJRSI)

Speed Control System of Brushless DC Motor Using Fuzzy Logic PID Controller in Automatic Guided Vehicle

byPyong-Suk Ri; Jin-Myong Hwang; Jin-Song Kim; Yong-Kyong Kim; Kum-Song Ri

Published November 15, 2025  •  Vol. 12, Issue 10, pp. 2350–2362Open Access
DOI: 10.51244/IJRSI.2025.1210000208

Abstract

Brushless DC motors are employed in wide variety of applications including aerospace, robotics, healthcare and so on due to their advantages such as high operating life, high efficiency, high dynamic response. This paper describes speed control system of BLDC motor in Automatic Guided Vehicle using Fuzzy PID controller. The signal obtained from Hall-effect sensor of the motor can be analyzed to measure velocity of the robot. Fuzzy PID controller with high speed response characteristic and robustness is designed to maintain velocity of the robot. Thus workpieces on the robot don’t fall down under the several conditions such as setting off and stopping of the robot and sudden load variation. Using designed FPID controller, we can calculate output voltage and drive BLDC motor by using Pulse Width Modulation method. Several simulations using MATLAB are taken to assessment the advantages of the proposed method. This control system reveals high speed response characteristics and reliability in running operation especially under the varying load condition.

Keywords: BLDC motor, Hall-effect sensor, Automatic Guided Vehicle, Fuzzy PID, speed control, PID controller

JournalInternational Journal of Research and Scientific Innovation (IJRSI)
ISSN2321-2705
Volume / IssueVolume 12, Issue 10
Pages2350–2362
Publication dateNovember 15, 2025
DOI10.51244/IJRSI.2025.1210000208
PublisherRSIS International
LicenseOpen Access

How to cite this article

Pyong-Suk Ri, Jin-Myong Hwang, Jin-Song Kim, Yong-Kyong Kim, & Kum-Song Ri (2025). Speed Control System of Brushless DC Motor Using Fuzzy Logic PID Controller in Automatic Guided Vehicle. International Journal of Research and Scientific Innovation (IJRSI), 12(10), 2350-2362. https://doi.org/10.51244/IJRSI.2025.1210000208

BibTeX

@article{PyongSuk2025,
  title   = {Speed Control System of Brushless DC Motor Using Fuzzy Logic PID Controller in Automatic Guided Vehicle},
  author  = {Pyong-Suk Ri and Jin-Myong Hwang and Jin-Song Kim and Yong-Kyong Kim and Kum-Song Ri},
  journal = {International Journal of Research and Scientific Innovation (IJRSI)},
  volume  = {12},
  number  = {10},
  pages   = {2350--2362},
  year    = {2025},
  doi     = {10.51244/IJRSI.2025.1210000208},
  publisher = {RSIS International}
}