A Review on Fractional-Order Modelling and Control of Robotic Manipulators

Robot manipulators are widely used in many fields and play a vital role in the assembly, maintenance, and servicing of future complex in-orbit infrastructures. They are also helpful in areas where it is undesirable for humans to go, for instance, during undersea exploration, in radioactive surroundi...

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Main Authors: Bingi, K., Rajanarayan Prusty, B., Pal Singh, A.
Format: Article
Published: MDPI 2023
Online Access:http://scholars.utp.edu.my/id/eprint/34366/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146799360&doi=10.3390%2ffractalfract7010077&partnerID=40&md5=688dacf8f927b15b43debfa40adc99d1
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spelling oai:scholars.utp.edu.my:343662023-02-17T13:12:25Z http://scholars.utp.edu.my/id/eprint/34366/ A Review on Fractional-Order Modelling and Control of Robotic Manipulators Bingi, K. Rajanarayan Prusty, B. Pal Singh, A. Robot manipulators are widely used in many fields and play a vital role in the assembly, maintenance, and servicing of future complex in-orbit infrastructures. They are also helpful in areas where it is undesirable for humans to go, for instance, during undersea exploration, in radioactive surroundings, and other hazardous places. Robotic manipulators are highly coupled and non-linear multivariable mechanical systems designed to perform one of these specific tasks. Further, the time-varying constraints and uncertainties of robotic manipulators will adversely affect the characteristics and response of these systems. Therefore, these systems require effective modelling and robust controllers to handle such complexities, which is challenging for control engineers. To solve this problem, many researchers have used the fractional-order concept in the modelling and control of robotic manipulators; yet it remains a challenge. This review paper presents comprehensive and significant research on state-of-the-art fractional-order modelling and control strategies for robotic manipulators. It also aims to provide a control engineering community for better understanding and up-to-date knowledge of fractional-order modelling, control trends, and future directions. The main table summarises around 95 works closely related to the mentioned issue. Key areas focused on include modelling, fractional-order modelling type, model order, fractional-order control, controller parameters, comparison controllers, tuning techniques, objective function, fractional-order definitions and approximation techniques, simulation tools and validation type. Trends for existing research have been broadly studied and depicted graphically. Further, future perspective and research gaps have also been discussed comprehensively. © 2023 by the authors. MDPI 2023 Article NonPeerReviewed Bingi, K. and Rajanarayan Prusty, B. and Pal Singh, A. (2023) A Review on Fractional-Order Modelling and Control of Robotic Manipulators. Fractal and Fractional, 7 (1). ISSN 25043110 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146799360&doi=10.3390%2ffractalfract7010077&partnerID=40&md5=688dacf8f927b15b43debfa40adc99d1 10.3390/fractalfract7010077 10.3390/fractalfract7010077 10.3390/fractalfract7010077
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description Robot manipulators are widely used in many fields and play a vital role in the assembly, maintenance, and servicing of future complex in-orbit infrastructures. They are also helpful in areas where it is undesirable for humans to go, for instance, during undersea exploration, in radioactive surroundings, and other hazardous places. Robotic manipulators are highly coupled and non-linear multivariable mechanical systems designed to perform one of these specific tasks. Further, the time-varying constraints and uncertainties of robotic manipulators will adversely affect the characteristics and response of these systems. Therefore, these systems require effective modelling and robust controllers to handle such complexities, which is challenging for control engineers. To solve this problem, many researchers have used the fractional-order concept in the modelling and control of robotic manipulators; yet it remains a challenge. This review paper presents comprehensive and significant research on state-of-the-art fractional-order modelling and control strategies for robotic manipulators. It also aims to provide a control engineering community for better understanding and up-to-date knowledge of fractional-order modelling, control trends, and future directions. The main table summarises around 95 works closely related to the mentioned issue. Key areas focused on include modelling, fractional-order modelling type, model order, fractional-order control, controller parameters, comparison controllers, tuning techniques, objective function, fractional-order definitions and approximation techniques, simulation tools and validation type. Trends for existing research have been broadly studied and depicted graphically. Further, future perspective and research gaps have also been discussed comprehensively. © 2023 by the authors.
format Article
author Bingi, K.
Rajanarayan Prusty, B.
Pal Singh, A.
spellingShingle Bingi, K.
Rajanarayan Prusty, B.
Pal Singh, A.
A Review on Fractional-Order Modelling and Control of Robotic Manipulators
author_facet Bingi, K.
Rajanarayan Prusty, B.
Pal Singh, A.
author_sort Bingi, K.
title A Review on Fractional-Order Modelling and Control of Robotic Manipulators
title_short A Review on Fractional-Order Modelling and Control of Robotic Manipulators
title_full A Review on Fractional-Order Modelling and Control of Robotic Manipulators
title_fullStr A Review on Fractional-Order Modelling and Control of Robotic Manipulators
title_full_unstemmed A Review on Fractional-Order Modelling and Control of Robotic Manipulators
title_sort review on fractional-order modelling and control of robotic manipulators
publisher MDPI
publishDate 2023
url http://scholars.utp.edu.my/id/eprint/34366/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146799360&doi=10.3390%2ffractalfract7010077&partnerID=40&md5=688dacf8f927b15b43debfa40adc99d1
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score 13.160551