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...
Saved in:
Main Authors: | , , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2018
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/87641 http://hdl.handle.net/10220/46769 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-87641 |
---|---|
record_format |
dspace |
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 |
_version_ |
1681046659422748672 |