全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
航空学报  2014 

大型飞机机载系统预测与健康管理关键技术

DOI: 10.7527/S1000-6893.2013.0548, PP. 1459-1472

Keywords: 飞机机载系统,故障诊断推理,故障预测,健康管理,维修保障评价

Full-Text   Cite this paper   Add to My Lib

Abstract:

为确保飞机的高可靠性、高安全性和高维修保障性,大型飞机机载系统均装备了先进的故障预测与健康管理(PHM)系统,以实现高可靠运行和健康服役。从大型飞机健康管理体系结构入手,介绍了基于国际标准分层开放式的故障预测与健康管理空地结构,及其开放式、模块化和标准接口规范。着重分析了机载健康管理传感器网络和鲁棒故障特征提取方法、分层聚类和交叉增强校核的智能故障诊断算法和基于数据驱动与失效物理结合的故障预测算法等关键技术,探讨了基于健康状态的维修保障决策方法。最后,给出了空地一体的飞机故障预测与健康管理评价方法和健康管理技术的适用性分析。

References

[1]  Roger K N, Kenneth W W. Flight testing of the Boeing 747-400 central maintenance Computer System//Annual Symposium, Society of Flight Test Engineers, 1990, 6(10): 6.1.1-6.1.9.
[2]  Matt D, John S. Advanced health management system for the space shuttle main engine//Proceedings of the 40th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, 2004: 11-14.
[3]  Zuniga F A, Maclise D C, Dennis J. R. Integrated system health management for exploration systems//Proceddings 1st Space Exploration Conference, 2005: 1-16.
[4]  Andy H. Biography.
[5]  Brown D W. Biography.
[6]  Roemer M J. Biography.
[7]  Carl B. Biography.
[8]  Andrew M H. Biography.
[9]  Mark S. Biography.
[10]  Michael G, Kevin L. Joint strike fighter—prognostics and health management (PHM), AER200307014. USA: Lockheed Martin Aeronautics Company, 2003.
[11]  Ricker N. Wavelet contraction, wavelet expansion and the control of seismic resolution[J]. Geophysics, 1953,18(4): 769-792.
[12]  Bogert B P, Healy M J R, Tukey J W. The frequency analysis of time series for echoes: cepstrum, psuedo-autocovariance, cross-cepstrum and saphe cracking//Proceedings of the Symposium on Time Series Analysis, 1963: 209-243.
[13]  Huang N E, Shen Z, Long S R, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J]. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Science, 1998, 454(1971): 903-995.
[14]  Yi W S. Research on chaos theory and method of weak signal detection. Changchun: College of Communication Engineering, Jilin University, 2006. (in Chinese) 衣文索. 微弱信号的混沌检测理论与方法研究. 长春: 吉林大学通信工程学院, 2006.
[15]  Policker S, Geva A B. A new algorithm for time series predication by temporal fuzzy clustering//Proceedings of 15th International Conference on Pattern Recognition, 2000, 2: 728-731.
[16]  Clark G J, Vian J L, West M E, et al. Multi-platform airplane health management//IEEE Aerospace Conference, 2007: 1-13.
[17]  Xiong N, Svensson P. Multi-sensor management for information fudion: issues and approaches[J]. Information Fusion, 2002, 3(2): 163-186.
[18]  Zadeh L A. Fuzzy logic and approximate reasoning[J]. Synthese, 1975, 30(3-4): 407-428.
[19]  Hong Y S, Lee S Y, Kim S H, et al. Improvement of the low-speed friction characteristics of a hydraulic piston pump by PVD-coating of TiN[J]. Journal of Mechanical Science and Technology, 2006, 20(3): 358-365.
[20]  Christensen R M. An evaluation of linear cumulative damage (Miner's law) using kinetic crack growth theory[J]. Mechanics of Time-Dependent Materials, 2002, 6(4): 363-377.
[21]  Smith C, Broadie M, DeHoff R. Turbine engine fault detection and isolation program, ADA119998. Wright-Patterson: Air Force Space Command, 1982.
[22]  Urban L A. Gas path analysis applied to turbine engine condition monitoring[J]. Journal of Aircraft, 1973, 10(7): 400-406.
[23]  James G E T. Robert S, John H S, et al. Failure mechanisms in high performance materials[M]. Cambridge: Cambridge University Press, 1985: 21-30.
[24]  Lord D H, Gleason D., Design and evaluation methodology for built-in-test[J]. IEEE Transactions on Reliability, 1981, 30(3): 222-226.
[25]  Stan O. A approach to intelligent integrated diagnostic design tools//Proceedings of Autotestcon, 1991: 319-328.
[26]  Hammond W E, Jones W G. Vehicle health management[J]. Aerospace Engineering, 1994, 14(6): 17-23.
[27]  Hess A, Fila L. The joint strike fighter (JSF) PHM concept: Potential impact on aging aircraft problems//Proceedings of IEEE Aerospace Conference, 2002, 6: 3021-3026.
[28]  Chelidze D. A nonlinear observer for damage evolution tracking. Pennysyvania: The Pennysyvania State University, 2000.
[29]  Orchard M, Wu B, Vachtsevanos G. A particle filter framework for failure prognostics//Proceedings of World Tribology Congress Ⅲ, 2005: 1-2.
[30]  Lembessis E, Antonopoulos G, King R E, et al. CASSANDRA: an on-line expert system for fault prognosis, computer integrated manufacturing//Proceedings of the 5th CIM Europe Conference, 1989: 371-377.
[31]  Biagetti T, Sciubba E. Automatic diagnostics and prognostics of energy conversion processes via knowledge based systems [J]. Energy, 2004, 29(12): 2553-2572.
[32]  Yang Z, Guo J, Xu W, et al. Multi-scale support vector machine fro regression estimation [J]. Lecture Notes in Computer Science, 2006, 3971: 1031-1037.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133