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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-8378759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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