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Actuator Fault Detection and Fault-Tolerant Control for Hexacopter

In this paper, fault detection and fault-tolerant control strategies are proposed to handle the issues of both actuator faults and disturbances in a hexacopter. A dynamic model of a hexacopter is first derived to develop a model-based fault detection system. Secondly, the altitude control based on a...

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Detalles Bibliográficos
Autores principales: Nguyen, Ngoc Phi, Xuan Mung, Nguyen, Hong, Sung Kyung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873231/
https://www.ncbi.nlm.nih.gov/pubmed/31671692
http://dx.doi.org/10.3390/s19214721
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author Nguyen, Ngoc Phi
Xuan Mung, Nguyen
Hong, Sung Kyung
author_facet Nguyen, Ngoc Phi
Xuan Mung, Nguyen
Hong, Sung Kyung
author_sort Nguyen, Ngoc Phi
collection PubMed
description In this paper, fault detection and fault-tolerant control strategies are proposed to handle the issues of both actuator faults and disturbances in a hexacopter. A dynamic model of a hexacopter is first derived to develop a model-based fault detection system. Secondly, the altitude control based on a sliding mode and disturbance observer is presented to tackle the disturbance issue. Then, a nonlinear Thau observer is applied to estimate the states of a hexacopter and to generate the residuals. Using a fault detection unit, the motor failure is isolated to address the one or two actuator faults. Finally, experimental results are tested on a DJI F550 hexacopter platform and Pixhawk2 flight controller to verify the effectiveness of the proposed approach. Unlike previous studies, this work can integrate fault detection and fault-tolerant control design as a single unit. Moreover, the developed fault detection and fault-tolerant control method can handle up to two actuator failures in presence of disturbances.
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spelling pubmed-68732312019-12-09 Actuator Fault Detection and Fault-Tolerant Control for Hexacopter Nguyen, Ngoc Phi Xuan Mung, Nguyen Hong, Sung Kyung Sensors (Basel) Article In this paper, fault detection and fault-tolerant control strategies are proposed to handle the issues of both actuator faults and disturbances in a hexacopter. A dynamic model of a hexacopter is first derived to develop a model-based fault detection system. Secondly, the altitude control based on a sliding mode and disturbance observer is presented to tackle the disturbance issue. Then, a nonlinear Thau observer is applied to estimate the states of a hexacopter and to generate the residuals. Using a fault detection unit, the motor failure is isolated to address the one or two actuator faults. Finally, experimental results are tested on a DJI F550 hexacopter platform and Pixhawk2 flight controller to verify the effectiveness of the proposed approach. Unlike previous studies, this work can integrate fault detection and fault-tolerant control design as a single unit. Moreover, the developed fault detection and fault-tolerant control method can handle up to two actuator failures in presence of disturbances. MDPI 2019-10-30 /pmc/articles/PMC6873231/ /pubmed/31671692 http://dx.doi.org/10.3390/s19214721 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nguyen, Ngoc Phi
Xuan Mung, Nguyen
Hong, Sung Kyung
Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title_full Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title_fullStr Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title_full_unstemmed Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title_short Actuator Fault Detection and Fault-Tolerant Control for Hexacopter
title_sort actuator fault detection and fault-tolerant control for hexacopter
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873231/
https://www.ncbi.nlm.nih.gov/pubmed/31671692
http://dx.doi.org/10.3390/s19214721
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