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Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation

Emerging applications of autonomous robots requiring stability and reliability cannot afford component failure to achieve operational objectives. Hence, identification and countermeasure of a fault is of utmost importance in mechatronics community. This research proposes a Fault-tolerant control (FT...

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Detalles Bibliográficos
Autores principales: Ali, Khurram, Mehmood, Adeel, Iqbal, Jamshed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378759/
https://www.ncbi.nlm.nih.gov/pubmed/34415970
http://dx.doi.org/10.1371/journal.pone.0256491
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author Ali, Khurram
Mehmood, Adeel
Iqbal, Jamshed
author_facet Ali, Khurram
Mehmood, Adeel
Iqbal, Jamshed
author_sort Ali, Khurram
collection PubMed
description Emerging applications of autonomous robots requiring stability and reliability cannot afford component failure to achieve operational objectives. Hence, identification and countermeasure of a fault is of utmost importance in mechatronics community. This research proposes a Fault-tolerant control (FTC) for a robot manipulator, which is based on a hybrid control scheme that uses an observer as well as a hardware redundancy strategy to improve the performance and efficiency in the presence of actuator and sensor faults. Considering a five Degree of Freedom (DoF) robotic manipulator, a dynamic LuGre friction model is derived which forms the basis for design of control law. For actuator’s and sensor’s FTC, an adaptive back-stepping methodology is used for fault estimation and the nominal control law is used for the controller reconfiguration and observer is designed. Fault detection is accomplished by comparing the actual and observed states, pursued by fault tolerant method using redundant sensors. The results affirm the effectiveness of the proposed FTC strategy with model-based friction compensation. Improved tracking performance as well robustness in the presence of friction and fault demonstrate the efficiency of the proposed control approach.
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spelling pubmed-83787592021-08-21 Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation Ali, Khurram Mehmood, Adeel Iqbal, Jamshed PLoS One Research Article Emerging applications of autonomous robots requiring stability and reliability cannot afford component failure to achieve operational objectives. Hence, identification and countermeasure of a fault is of utmost importance in mechatronics community. This research proposes a Fault-tolerant control (FTC) for a robot manipulator, which is based on a hybrid control scheme that uses an observer as well as a hardware redundancy strategy to improve the performance and efficiency in the presence of actuator and sensor faults. Considering a five Degree of Freedom (DoF) robotic manipulator, a dynamic LuGre friction model is derived which forms the basis for design of control law. For actuator’s and sensor’s FTC, an adaptive back-stepping methodology is used for fault estimation and the nominal control law is used for the controller reconfiguration and observer is designed. Fault detection is accomplished by comparing the actual and observed states, pursued by fault tolerant method using redundant sensors. The results affirm the effectiveness of the proposed FTC strategy with model-based friction compensation. Improved tracking performance as well robustness in the presence of friction and fault demonstrate the efficiency of the proposed control approach. Public Library of Science 2021-08-20 /pmc/articles/PMC8378759/ /pubmed/34415970 http://dx.doi.org/10.1371/journal.pone.0256491 Text en © 2021 Ali et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ali, Khurram
Mehmood, Adeel
Iqbal, Jamshed
Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title_full Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title_fullStr Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title_full_unstemmed Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title_short Fault-tolerant scheme for robotic manipulator—Nonlinear robust back-stepping control with friction compensation
title_sort fault-tolerant scheme for robotic manipulator—nonlinear robust back-stepping control with friction compensation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378759/
https://www.ncbi.nlm.nih.gov/pubmed/34415970
http://dx.doi.org/10.1371/journal.pone.0256491
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