STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER

Nowadays, the research on a two-wheeled self-balancing robot is an active area of research especially in terms of design as well as control to continue the innovation applications of robots in the future. Most of the two-wheeled self-balancing robots are designed based on an inverted pendulum system...

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Published in:Jurnal Mekanikal
Main Author: Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
Format: Article
Language:English
Published: Penerbit UTM Press 2023
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213361649&doi=10.11113%2fjm.v46.500&partnerID=40&md5=e1012b4bc9bfe177b9cb5970eb6906c2
id 2-s2.0-85213361649
spelling 2-s2.0-85213361649
Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
2023
Jurnal Mekanikal
46

10.11113/jm.v46.500
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213361649&doi=10.11113%2fjm.v46.500&partnerID=40&md5=e1012b4bc9bfe177b9cb5970eb6906c2
Nowadays, the research on a two-wheeled self-balancing robot is an active area of research especially in terms of design as well as control to continue the innovation applications of robots in the future. Most of the two-wheeled self-balancing robots are designed based on an inverted pendulum system for stability and maneuverability. The aim of this paper is to propose the fuzzy PD controller to control and maintain its balance on the two wheels. A sensor of the Inertial Measurement Unit (IMU) was used as an input to evaluate and obtain the position and orientation of the robot. The control algorithms for the robot also are designed to keep the pendulum upright. Then, the fuzzy PD concept was applied to correct the error between the desired set point and the actual tilt angle position to adjust the speed of the motor accordingly. The results obtained from this controller were capable of maintaining the balancing of the robot by using an experimental method of PID tuning. The prototype of the two-wheeled self-balancing robot was implemented with Arduino Uno and a fuzzy PD controller. However, the limitation of the project is the longer size and heavier weight of the robot are less stable, then a better controller is needed to balance the robot. © 2023 Penerbit UTM Press. All rights reserved.
Penerbit UTM Press
22893873
English
Article
All Open Access; Bronze Open Access
author Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
spellingShingle Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
author_facet Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
author_sort Mohd Noor N.M.; Mohd Halid S.A.A.B.; Mahmod Wahab R.
title STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
title_short STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
title_full STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
title_fullStr STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
title_full_unstemmed STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
title_sort STUDY THE PERFORMANCE OF TWO-WHEELED BALANCING MOBILE ROBOT USING FUZZY PD CONTROLLER
publishDate 2023
container_title Jurnal Mekanikal
container_volume 46
container_issue
doi_str_mv 10.11113/jm.v46.500
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213361649&doi=10.11113%2fjm.v46.500&partnerID=40&md5=e1012b4bc9bfe177b9cb5970eb6906c2
description Nowadays, the research on a two-wheeled self-balancing robot is an active area of research especially in terms of design as well as control to continue the innovation applications of robots in the future. Most of the two-wheeled self-balancing robots are designed based on an inverted pendulum system for stability and maneuverability. The aim of this paper is to propose the fuzzy PD controller to control and maintain its balance on the two wheels. A sensor of the Inertial Measurement Unit (IMU) was used as an input to evaluate and obtain the position and orientation of the robot. The control algorithms for the robot also are designed to keep the pendulum upright. Then, the fuzzy PD concept was applied to correct the error between the desired set point and the actual tilt angle position to adjust the speed of the motor accordingly. The results obtained from this controller were capable of maintaining the balancing of the robot by using an experimental method of PID tuning. The prototype of the two-wheeled self-balancing robot was implemented with Arduino Uno and a fuzzy PD controller. However, the limitation of the project is the longer size and heavier weight of the robot are less stable, then a better controller is needed to balance the robot. © 2023 Penerbit UTM Press. All rights reserved.
publisher Penerbit UTM Press
issn 22893873
language English
format Article
accesstype All Open Access; Bronze Open Access
record_format scopus
collection Scopus
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