The application of T-S fuzzy fault tree analysis in satellite attitude control system

Lijing Dong; Hua Song; Wenjing Liu; Xiangdong Yuan

doi:10.1109/INDIN.2012.6301154

The application of T-S fuzzy fault tree analysis in satellite attitude control system

Lijing Dong^*
, Hua Song
, Wenjing Liu
, Xiangdong Yuan

^*Corresponding author for this work

School of Automation Science and Electrical Engineering

Beihang University
National Key Laboratory of Space Intelligent Control Technology
China Waterborne Transport Research Institute

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

In this paper, T-S fuzzy fault tree is applied to analyze the reliability of satellite attitude control system. T-S fuzzy fault tree analysis is discussed, and the basic events are described by Gaussian-Trapezoid membership functions. Then a T-S fuzzy fault tree is established for a satellite attitude control system. Based on known failure rates of the basic events, the system failure rate is calculated and predicted. From the calculation of fault states, fault propagation mechanism is qualitatively analyzed and an importance evaluation method is proposed. Finally, online importance evaluation for the sensor failure subtree of satellite attitude control system is performed, with providing references for condition maintenance.

Original language	English
Title of host publication	INDIN 2012 - IEEE 10th International Conference on Industrial Informatics
Pages	208-213
Number of pages	6
DOIs	https://doi.org/10.1109/INDIN.2012.6301154
State	Published - 2012
Event	IEEE 10th International Conference on Industrial Informatics, INDIN 2012 - Beijing, China Duration: 25 Jul 2012 → 27 Jul 2012

Publication series

Name	IEEE International Conference on Industrial Informatics (INDIN)
ISSN (Print)	1935-4576

Conference

Conference	IEEE 10th International Conference on Industrial Informatics, INDIN 2012
Country/Territory	China
City	Beijing
Period	25/07/12 → 27/07/12

Keywords

Reliability Analysis
Satellite Attitude Control System
T-S Fuzzy Fault Tree

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10.1109/INDIN.2012.6301154

Cite this

@inproceedings{042d35e7b58e4576b6b4a434d86dd4b6,

title = "The application of T-S fuzzy fault tree analysis in satellite attitude control system",

abstract = "In this paper, T-S fuzzy fault tree is applied to analyze the reliability of satellite attitude control system. T-S fuzzy fault tree analysis is discussed, and the basic events are described by Gaussian-Trapezoid membership functions. Then a T-S fuzzy fault tree is established for a satellite attitude control system. Based on known failure rates of the basic events, the system failure rate is calculated and predicted. From the calculation of fault states, fault propagation mechanism is qualitatively analyzed and an importance evaluation method is proposed. Finally, online importance evaluation for the sensor failure subtree of satellite attitude control system is performed, with providing references for condition maintenance.",

keywords = "Reliability Analysis, Satellite Attitude Control System, T-S Fuzzy Fault Tree",

author = "Lijing Dong and Hua Song and Wenjing Liu and Xiangdong Yuan",

year = "2012",

doi = "10.1109/INDIN.2012.6301154",

language = "英语",

isbn = "9781467303118",

series = "IEEE International Conference on Industrial Informatics (INDIN)",

pages = "208--213",

booktitle = "INDIN 2012 - IEEE 10th International Conference on Industrial Informatics",

note = "IEEE 10th International Conference on Industrial Informatics, INDIN 2012 ; Conference date: 25-07-2012 Through 27-07-2012",

}

Dong, L, Song, H, Liu, W & Yuan, X 2012, The application of T-S fuzzy fault tree analysis in satellite attitude control system. in INDIN 2012 - IEEE 10th International Conference on Industrial Informatics., 6301154, IEEE International Conference on Industrial Informatics (INDIN), pp. 208-213, IEEE 10th International Conference on Industrial Informatics, INDIN 2012, Beijing, China, 25/07/12. https://doi.org/10.1109/INDIN.2012.6301154

The application of T-S fuzzy fault tree analysis in satellite attitude control system. / Dong, Lijing; Song, Hua; Liu, Wenjing et al.
INDIN 2012 - IEEE 10th International Conference on Industrial Informatics. 2012. p. 208-213 6301154 (IEEE International Conference on Industrial Informatics (INDIN)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - The application of T-S fuzzy fault tree analysis in satellite attitude control system

AU - Dong, Lijing

AU - Song, Hua

AU - Liu, Wenjing

AU - Yuan, Xiangdong

PY - 2012

Y1 - 2012

N2 - In this paper, T-S fuzzy fault tree is applied to analyze the reliability of satellite attitude control system. T-S fuzzy fault tree analysis is discussed, and the basic events are described by Gaussian-Trapezoid membership functions. Then a T-S fuzzy fault tree is established for a satellite attitude control system. Based on known failure rates of the basic events, the system failure rate is calculated and predicted. From the calculation of fault states, fault propagation mechanism is qualitatively analyzed and an importance evaluation method is proposed. Finally, online importance evaluation for the sensor failure subtree of satellite attitude control system is performed, with providing references for condition maintenance.

AB - In this paper, T-S fuzzy fault tree is applied to analyze the reliability of satellite attitude control system. T-S fuzzy fault tree analysis is discussed, and the basic events are described by Gaussian-Trapezoid membership functions. Then a T-S fuzzy fault tree is established for a satellite attitude control system. Based on known failure rates of the basic events, the system failure rate is calculated and predicted. From the calculation of fault states, fault propagation mechanism is qualitatively analyzed and an importance evaluation method is proposed. Finally, online importance evaluation for the sensor failure subtree of satellite attitude control system is performed, with providing references for condition maintenance.

KW - Reliability Analysis

KW - Satellite Attitude Control System

KW - T-S Fuzzy Fault Tree

UR - https://www.scopus.com/pages/publications/84868245524

U2 - 10.1109/INDIN.2012.6301154

DO - 10.1109/INDIN.2012.6301154

M3 - 会议稿件

AN - SCOPUS:84868245524

SN - 9781467303118

T3 - IEEE International Conference on Industrial Informatics (INDIN)

SP - 208

EP - 213

BT - INDIN 2012 - IEEE 10th International Conference on Industrial Informatics

T2 - IEEE 10th International Conference on Industrial Informatics, INDIN 2012

Y2 - 25 July 2012 through 27 July 2012

ER -

The application of T-S fuzzy fault tree analysis in satellite attitude control system

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Keywords

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