Fault diagnosis for satellite attitude control systems with four flywheels

This paper proposes a novel fault diagnosis approach for the satellite attitude control system with flywheel faults. The key contributions include fault estimation by sparse approximation algorithm and diagnosis of multiple faults. In this paper, a Taylor series expansion is used to derive a fault e...

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Main Authors: Wang, Zhenhua, Shen, Yi, Zhang, Xiaolei, Wang, Danwei
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/87641
http://hdl.handle.net/10220/46769
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-876412020-03-07T13:57:31Z Fault diagnosis for satellite attitude control systems with four flywheels Wang, Zhenhua Shen, Yi Zhang, Xiaolei Wang, Danwei School of Electrical and Electronic Engineering Attitude Control System Fault Diagnosis DRNTU::Engineering::Electrical and electronic engineering This paper proposes a novel fault diagnosis approach for the satellite attitude control system with flywheel faults. The key contributions include fault estimation by sparse approximation algorithm and diagnosis of multiple faults. In this paper, a Taylor series expansion is used to derive a fault estimation representation. Based on the sparse property of the faults, fault estimation is formulated as a sparse approximation problem and solved using the orthogonal matching pursuit (OMP) algorithm. Simulation results demonstrate the effectiveness of the proposed method. 2018-12-03T06:59:12Z 2019-12-06T16:46:15Z 2018-12-03T06:59:12Z 2019-12-06T16:46:15Z 2014 Journal Article Wang, Z., Shen, Y., Zhang, X., & Wang, D. (2014). Fault Diagnosis for Satellite Attitude Control Systems With Four Flywheels. Journal of Dynamic Systems, Measurement, and Control, 136(4), 041016-. doi:10.1115/1.4026515 0022-0434 https://hdl.handle.net/10356/87641 http://hdl.handle.net/10220/46769 10.1115/1.4026515 en Journal of Dynamic Systems, Measurement, and Control © 2014 American Society of Mechanical Engineers (ASME).
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Attitude Control System
Fault Diagnosis
DRNTU::Engineering::Electrical and electronic engineering
spellingShingle Attitude Control System
Fault Diagnosis
DRNTU::Engineering::Electrical and electronic engineering
Wang, Zhenhua
Shen, Yi
Zhang, Xiaolei
Wang, Danwei
Fault diagnosis for satellite attitude control systems with four flywheels
description This paper proposes a novel fault diagnosis approach for the satellite attitude control system with flywheel faults. The key contributions include fault estimation by sparse approximation algorithm and diagnosis of multiple faults. In this paper, a Taylor series expansion is used to derive a fault estimation representation. Based on the sparse property of the faults, fault estimation is formulated as a sparse approximation problem and solved using the orthogonal matching pursuit (OMP) algorithm. Simulation results demonstrate the effectiveness of the proposed method.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Wang, Zhenhua
Shen, Yi
Zhang, Xiaolei
Wang, Danwei
format Article
author Wang, Zhenhua
Shen, Yi
Zhang, Xiaolei
Wang, Danwei
author_sort Wang, Zhenhua
title Fault diagnosis for satellite attitude control systems with four flywheels
title_short Fault diagnosis for satellite attitude control systems with four flywheels
title_full Fault diagnosis for satellite attitude control systems with four flywheels
title_fullStr Fault diagnosis for satellite attitude control systems with four flywheels
title_full_unstemmed Fault diagnosis for satellite attitude control systems with four flywheels
title_sort fault diagnosis for satellite attitude control systems with four flywheels
publishDate 2018
url https://hdl.handle.net/10356/87641
http://hdl.handle.net/10220/46769
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