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Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults
Based on the type-II fuzzy logic, this paper proposes a robust adaptive fault diagnosis and fault-tolerant control (FTC) scheme for multisensor faults in the variable structure hypersonic vehicles with parameter uncertainties. Type-II fuzzy method approximates the original models while eliminating t...
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/PMC8363025/ https://www.ncbi.nlm.nih.gov/pubmed/34388226 http://dx.doi.org/10.1371/journal.pone.0256200 |
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author | Hu, Kaiyu Li, Wenhao Cheng, Zian |
author_facet | Hu, Kaiyu Li, Wenhao Cheng, Zian |
author_sort | Hu, Kaiyu |
collection | PubMed |
description | Based on the type-II fuzzy logic, this paper proposes a robust adaptive fault diagnosis and fault-tolerant control (FTC) scheme for multisensor faults in the variable structure hypersonic vehicles with parameter uncertainties. Type-II fuzzy method approximates the original models while eliminating the parameter uncertainties. Hence the sensor faults are detected and isolated by the multiple output residuals and thresholds considering nonlinear approximation errors and disturbance. Based on the fuzzy adaptive augmented observer, the faults and disturbance are all estimated accurately by an improved proportional-differential part. Then a variable structure FTC scheme repairs the faults by the estimation, the fast-varying disturbance is considered in FTC scheme and is compensated by the control parameters designed based on its derivative function, thereby enhancing the output robust tracking accuracy of the variable structure hypersonic vehicles. The Lyapunov theory proves the system robust stability, semi-physical simulation verifies the validity of the proposed method and the superiority compared with the traditional method. |
format | Online Article Text |
id | pubmed-8363025 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83630252021-08-14 Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults Hu, Kaiyu Li, Wenhao Cheng, Zian PLoS One Research Article Based on the type-II fuzzy logic, this paper proposes a robust adaptive fault diagnosis and fault-tolerant control (FTC) scheme for multisensor faults in the variable structure hypersonic vehicles with parameter uncertainties. Type-II fuzzy method approximates the original models while eliminating the parameter uncertainties. Hence the sensor faults are detected and isolated by the multiple output residuals and thresholds considering nonlinear approximation errors and disturbance. Based on the fuzzy adaptive augmented observer, the faults and disturbance are all estimated accurately by an improved proportional-differential part. Then a variable structure FTC scheme repairs the faults by the estimation, the fast-varying disturbance is considered in FTC scheme and is compensated by the control parameters designed based on its derivative function, thereby enhancing the output robust tracking accuracy of the variable structure hypersonic vehicles. The Lyapunov theory proves the system robust stability, semi-physical simulation verifies the validity of the proposed method and the superiority compared with the traditional method. Public Library of Science 2021-08-13 /pmc/articles/PMC8363025/ /pubmed/34388226 http://dx.doi.org/10.1371/journal.pone.0256200 Text en © 2021 Hu 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 Hu, Kaiyu Li, Wenhao Cheng, Zian Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title | Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title_full | Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title_fullStr | Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title_full_unstemmed | Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title_short | Fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
title_sort | fuzzy adaptive fault diagnosis and compensation for variable structure hypersonic vehicle with multiple faults |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8363025/ https://www.ncbi.nlm.nih.gov/pubmed/34388226 http://dx.doi.org/10.1371/journal.pone.0256200 |
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