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Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle

This study investigates an adaptive fault-tolerant control (FTC) for hypersonic flight vehicles (HFVs) with incipient faults and non-Gaussian stochastic output attitudes. In the nonlinear HFV dynamics, a hybrid fuzzy approximation method achieves the linearization, then the stochastic outputs are tr...

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Detalles Bibliográficos
Autores principales: Hu, Kai-Yu, Zhu, Kun, Sun, Wenjing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666561/
https://www.ncbi.nlm.nih.gov/pubmed/36380077
http://dx.doi.org/10.1038/s41598-022-24138-0
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author Hu, Kai-Yu
Zhu, Kun
Sun, Wenjing
author_facet Hu, Kai-Yu
Zhu, Kun
Sun, Wenjing
author_sort Hu, Kai-Yu
collection PubMed
description This study investigates an adaptive fault-tolerant control (FTC) for hypersonic flight vehicles (HFVs) with incipient faults and non-Gaussian stochastic output attitudes. In the nonlinear HFV dynamics, a hybrid fuzzy approximation method achieves the linearization, then the stochastic outputs are transformed into probability density functions (PDFs) via rational square root B-spline. The disturbance and faults are estimated simultaneously by an adaptive augmented observer. Then actuator faults are compensated by an bionic adaptive fault-tolerant controller to ensure that the output PDFs accurately track the expected PDFs, thereby matching actual attitude angles with the desired ones, the bionic prey adaptive law can make FTC accurately repair the incipient fault deviations. Lyapunov theory proves the robust stability of the scheme, and simulation illustrates the effectiveness.
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spelling pubmed-96665612022-11-17 Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle Hu, Kai-Yu Zhu, Kun Sun, Wenjing Sci Rep Article This study investigates an adaptive fault-tolerant control (FTC) for hypersonic flight vehicles (HFVs) with incipient faults and non-Gaussian stochastic output attitudes. In the nonlinear HFV dynamics, a hybrid fuzzy approximation method achieves the linearization, then the stochastic outputs are transformed into probability density functions (PDFs) via rational square root B-spline. The disturbance and faults are estimated simultaneously by an adaptive augmented observer. Then actuator faults are compensated by an bionic adaptive fault-tolerant controller to ensure that the output PDFs accurately track the expected PDFs, thereby matching actual attitude angles with the desired ones, the bionic prey adaptive law can make FTC accurately repair the incipient fault deviations. Lyapunov theory proves the robust stability of the scheme, and simulation illustrates the effectiveness. Nature Publishing Group UK 2022-11-15 /pmc/articles/PMC9666561/ /pubmed/36380077 http://dx.doi.org/10.1038/s41598-022-24138-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hu, Kai-Yu
Zhu, Kun
Sun, Wenjing
Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title_full Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title_fullStr Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title_full_unstemmed Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title_short Bionic adaptive fault-tolerant control of non-Gaussian stochastic attitude hypersonic vehicle
title_sort bionic adaptive fault-tolerant control of non-gaussian stochastic attitude hypersonic vehicle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666561/
https://www.ncbi.nlm.nih.gov/pubmed/36380077
http://dx.doi.org/10.1038/s41598-022-24138-0
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