73045

CONVENTIONAL FUZZY LOGIC CONTROLLER FOR BALANCING TWO-WHEEL INVERTED PENDULUM

Article

Last updated: 04 Jan 2025

Subjects

-

Tags

Electrical Engineering.

Abstract

This paper presents the design and the Real-Time implementation of self-balancing Two-Wheeled Inverted Pendulum (TWIP) using state-feedback controller and a conventional fuzzy logic controller (CFLC) on Real-Time. The state-feedback controller consists of two parts PD controller and PI controller. The state-feedback controller was designed first for the nonlinear model then it was updated for the Real-Time implementation. The CFLC was designed first based on the state-feedback controller to reach the point of using pure fuzzy controller for the TWIP. The CFLC was designed with Mamdani fuzzy inference architecture if-then rules. The TWIP is balanced with CFLC with a base of 7 rules only. Different controller's types were tested on real-Time to perform a good balance for the TWIP. Fuzzy PI, Fuzzy PD, and combination of two independent CFLC were used to achieve the balancing of the TWIP on Real-Time.

DOI

10.21608/jaet.2020.73045

Keywords

State-feedback controller, Fuzzy Logic controller, Fuzzy PI, Fuzzy PD, Two-wheeled Inverted Pendulum, Mamdani FIS, Real-Time Control

Authors

First Name

Doaa

Last Name

M. Abd-elaziz

MiddleName

-

Affiliation

Electrical Engineering Dept., Faculty of Engineering, Minia University

Email

engdoaam92@gmail.com

City

-

Orcid

-

Volume

38

Article Issue

2

Related Issue

10754

Issue Date

2019-07-01

Receive Date

2020-02-23

Publish Date

2020-02-23

Page Start

107

Page End

119

Print ISSN

2682-2091

Online ISSN

2812-5487

Link

https://jaet.journals.ekb.eg/article_73045.html

Detail API

https://jaet.journals.ekb.eg/service?article_code=73045

Order

7

Publication Type

Journal

Publication Title

Journal of Advanced Engineering Trends

Publication Link

https://jaet.journals.ekb.eg/

MainTitle

CONVENTIONAL FUZZY LOGIC CONTROLLER FOR BALANCING TWO-WHEEL INVERTED PENDULUM

Details

Type

Article

Created At

22 Jan 2023