Rotary Flexible Joint Control Using Adaptive Fuzzy Sliding Mode Scheme

Author:

Aljohani Abdulah Jeza12ORCID,Mehedi Ibrahim M.12ORCID,Bilal Muhammad12ORCID,Mahmoud Mohamed3ORCID,Meem Rahtul Jannat4ORCID,Iskanderani Ahmed I.M.1ORCID,Alam Md Mottahir1ORCID,Alasmary Waleed5ORCID

Affiliation:

1. Department of Electrical and Computer Engineering (ECE), King Abdulaziz University, Jeddah 21589, Saudi Arabia

2. Center of Excellence in Intelligent Engineering Systems (CEIES), King Abdulaziz University, Jeddah 21589, Saudi Arabia

3. Electrical and Computer Engineering, Tennessee Technological University, Cookeville, TN, USA

4. Department of Electrical and Electronic Engineering, BRAC University, Dhaka, Bangladesh

5. Computer Engineering Department, College of Computer and Information Systems, Umm Al-Qura University, Makkah 21955, Saudi Arabia

Abstract

An adaptive fuzzy sliding control (AFSMC) approach is adopted in this paper to address the problem of angular position control and vibration suppression of rotary flexible joint systems. AFSMC consists of fuzzy-based singleton control action and switching control law. By adjusting fuzzy parameters with the self-learning ability to discard system nonlinearities and uncertainties, singleton control based on fuzzy approximation theory can estimate the perfect control law of feedback linearization. To enhance robustness, an additional switching control law is incorporated to reduce the approximation error between the derived singleton control action and the perfect control law of feedback linearization. AFSMC's closed-loop stability will be demonstrated via sliding surface and Lyapunov function analysis of error function. In order to demonstrate the effectiveness of the AFSMC in tracking performance as well as its ability to respond to model uncertainties and external perturbations, simulations are carried out using Simulink and Matlab in order to demonstrate how well it adapts to these situations. Based on these results, it can be concluded that the AFSMC performs satisfactorily in terms of tracking.

Funder

Ministry of Education – Kingdom of Saudi Arabi

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Intelligent Fuzzy Logic-Based Internal Model Control for Rotary Flexible Robots;Processes;2024-09-05

2. Tracking Control of a Rotary Flexible Joint using Fractional PID with a prescribed performance function;2023 International Conference on Fractional Differentiation and Its Applications (ICFDA);2023-03-14

3. Tracking Control of a Rotary Flexible Joint Robot using Adaptive fuzzy IMC;2023 Advances in Science and Engineering Technology International Conferences (ASET);2023-02-20

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