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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6873231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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