A novel fault-tree approach for identifying potential causes of satellite reaction wheel failure

被引:0
|
作者
Barua, A [1 ]
Sinha, P [1 ]
Khorasani, K [1 ]
Tafazoli, S [1 ]
机构
[1] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to unforeseen circumstances and naturally occurring faults, it is desired that an on-board fault-diagnosis system of a space vehicle be capable of detecting, isolating, identifying or classifying faults in the system. In this paper, a novel approach is proposed which strengthens existing efficient fault-detection mechanisms with an additional ability to classify different types of faults to effectively determine potential failure causes in a subsystem. This extra capability ensures a quick and efficient recovery/reconfiguration from disruptions. Our developed diagnosis/analysis procedure exploits a widely used qualitative technique called fault-tree analysis, as a diagnostic aid, for failure analysis in the attitude control subsystem (ACS) of a spacecraft. Constructed fault-trees have been able to represent combinations of events leading to different failures resulting due to artificially injected faults in a MATLAB-Simulink model of the ACS. It is important to emphasize that proposed technique has potentials for being integrated in an on-board health monitoring and diagnosis tool for space vehicles.
引用
收藏
页码:1467 / 1472
页数:6
相关论文
共 50 条
  • [41] A novel approach for satellite attitude reconfigurable fault-tolerant control
    Zhang, Y. Ch.
    Chen, X. Q.
    Chen, A.
    Geng, Y. H.
    ICIEA 2007: 2ND IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-4, PROCEEDINGS, 2007, : 2612 - +
  • [42] Application of fault tree and artificial neural network on mechanical gearbox gear wheel failure predication of forklift truck
    Chen, WX
    Nie, BS
    He, XQ
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL V, PTS A AND B, 2005, 5 : 586 - 589
  • [43] Design and Implementation of Novel Homopolar Magnetic Bearings Incorporated in Reaction Wheel for Satellite Attitude Control
    Hsiao, Ding-Cheng
    Hsieh, Min-Fu
    IEEE ACCESS, 2023, 11 : 66374 - 66381
  • [44] An Improved PSO-SVM Approach for Multi-faults Diagnosis of Satellite Reaction Wheel
    Hu, Di
    Dong, Yunfeng
    Sarosh, Ali
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, AICI 2010, PT II, 2010, 6320 : 114 - 123
  • [45] A Hybrid Data-Driven Approach for Autonomous Fault Detection and Prognosis of a Spacecraft Reaction Wheel
    Howard, Andrew B.
    Ayoubit, Mohammad
    AIAA AVIATION FORUM AND ASCEND 2024, 2024,
  • [46] System-level prognostics approach for failure prediction of reaction wheel motor in satellites
    Park, Hyung Jun
    Kim, Seokgoo
    Lee, Junyoung
    Kim, Nam Ho
    Choi, Joo-Ho
    ADVANCES IN SPACE RESEARCH, 2023, 71 (06) : 2691 - 2701
  • [47] Failure Probability Analysis of Coherent Systems using Intuitionistic Fuzzy Fault Tree Approach
    Kumar, Mintu
    Singh, S. B.
    Manglik, Monika
    INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2025, 10 (02) : 583 - 597
  • [48] A novel KFCM based fault diagnosis method for unknown faults in satellite reaction wheels
    Hu, Di
    Sarosh, Ali
    Dong, Yun-Feng
    ISA TRANSACTIONS, 2012, 51 (02) : 309 - 316
  • [49] Dynamic neural network-based estimator for fault diagnosis in reaction wheel actuator of satellite attitude control system
    Tehrani, ES
    Khorasani, K
    Tafazoli, S
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLS 1-5, 2005, : 2347 - 2352
  • [50] Interactive bank of unscented kalman filters for fault detection and isolation in reaction wheel actuators of satellite attitude control system
    Tudoroiu, N.
    Sobhani-Tehrani, E.
    Khorasani, K.
    IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, 2006, : 4219 - +