The Carroll–Hung method for component reliability mapping in aircraft maintenance

作者: Tim Leung , Tom Carroll , May Hung , Albert Tsang , Walter Chung

DOI: 10.1002/QRE.817

关键词:

摘要: Mean time between unscheduled removal (MTBUR) measurement is a baseline technique for condition monitoring (CM) in aircraft reliability programmes. Many airlines, component suppliers and airframe manufacturers apply MTBUR analysis because of its simplicity industry-wide acceptance contractual, performance technical evaluation purposes. Owing to aggregated nature, alone has little offer showing the significant changes within repairable population. This paper introduces Carroll–Hung (CH) method, an innovative approach bridging industrial practice CM alerts process identifying candidates improvement. Through systematic mapping modulated time-to-failure patterns onto finger-print charts, trained engineers are able scrutinize life characteristics then detect inherent issues by making reference CH pattern guidebook. Applications at two airlines have proved method be simple effective algorithm unique failure examination involve system knowledge logistics factors developing improvement plans. Possible refinement methodology using non-parametric recognition planned future research. Copyright © 2007 John Wiley & Sons, Ltd.

参考文章(16)
U. Dinesh Kumar, J. Knezevic, J. Crocker, Maintenance free operating period – an alternative measure to MTBF and failure rate for specifying reliability? Reliability Engineering & System Safety. ,vol. 64, pp. 127- 131 ,(1999) , 10.1016/S0951-8320(98)00048-9
Jake Ansell, Tom Archibald, John Dagpunar, Lyn Thomas, Peter Abell, David Duncalf, Assessing the maintenance in a process using a semi-parametric approach Quality and Reliability Engineering International. ,vol. 17, pp. 163- 167 ,(2001) , 10.1002/QRE.408
Wayne Nelson, An application of graphical analysis of repair data Quality and Reliability Engineering International. ,vol. 14, pp. 49- 52 ,(1998) , 10.1002/(SICI)1099-1638(199801/02)14:1<49::AID-QRE148>3.0.CO;2-X
Harold E. Ascher, Repairable Systems Reliability Encyclopedia of Statistics in Quality and Reliability. pp. 1- 5 ,(2008) , 10.1002/9780470061572.EQR348
F. S. Nowlan, Howard F. Heap, RELIABILITY-CENTERED MAINTENANCE INTERNATIONAL AIR SAFETY SEMINAR PROCEEDINGS. ,vol. 40, ,(1978) , 10.21236/ADA066579
Dawn A. Thomas, Ken Ayers, Michael Pecht, The “trouble not identified” phenomenon in automotive electronics Microelectronics Reliability. ,vol. 42, pp. 641- 651 ,(2002) , 10.1016/S0026-2714(02)00040-9
K. Heiermann, H. Riesch-Oppermann, N. Huber, Reliability confidence intervals for ceramic components as obtained from bootstrap methods and neural networks Computational Materials Science. ,vol. 34, pp. 1- 13 ,(2005) , 10.1016/J.COMMATSCI.2004.10.002
Pranab Kumar Sen, Statistical analysis of some reliability models: Parametrics, semi-parametrics and nonparametrics Journal of Statistical Planning and Inference. ,vol. 43, pp. 41- 66 ,(1995) , 10.1016/0378-3758(94)00007-I
J Crocker, U.D Kumar, Age-related maintenance versus reliability centred maintenance: a case study on aero-engines Reliability Engineering & System Safety. ,vol. 67, pp. 113- 118 ,(2000) , 10.1016/S0951-8320(99)00052-6