Condition Based Maintenance on Rail Vehicles - Possibilities for a more effective maintenance strategy

作者: Marcus Bengtsson

DOI:

关键词:

摘要: Today, the Swedish industry is budgeting billions in maintenance related costs on a yearly basis. The high come from productivity losses due to low availability. With condition based intervals will be lot more dynamic and no actions done unnecessarily. Sensor technology makes it possible monitor an assets most important components. Different Artificial Intelligence techniques make analyze measured data. process knowledge of monitored asset analysis show whether need performed or not. approach has been tried successfully different engineering industries; now, time rail vehicles.

参考文章(18)
George D. Hadden, Peter Bergstrom, Tariq Samad, Bonnie Holte Bennett, George J. Vachtsevanos, Joe Van Dyke, Application Challenges: System Health Management for Complex Systems international parallel and distributed processing symposium. pp. 784- 791 ,(2000) , 10.1007/3-540-45591-4_108
Kang Lee, IEEE 1451: A standard in support of smart transducer networking instrumentation and measurement technology conference. ,vol. 2, pp. 525- 528 ,(2000) , 10.1109/IMTC.2000.848791
K. Lee, R.X. Gao, R. Schneeman, Sensor network and information interoperability integrating IEEE 1451 with MIMOSA and OSA-CBM instrumentation and measurement technology conference. ,vol. 2, pp. 1301- 1305 ,(2002) , 10.1109/IMTC.2002.1007145
C.S. Shukla, F.F. Chen, An Intelligent Decision Support System for Part Launching in a Flexible Manufacturing System The International Journal of Advanced Manufacturing Technology. ,vol. 18, pp. 422- 433 ,(2001) , 10.1007/S001700170052
W. Hu, A. Starr, Z. Zhou, A. Leung, An Intelligent Integrated System Scheme for Machine Tool Diagnostics The International Journal of Advanced Manufacturing Technology. ,vol. 18, pp. 836- 841 ,(2001) , 10.1007/S001700170009
A.K. Jain, Jianchang Mao, K.M. Mohiuddin, Artificial neural networks: a tutorial computational science and engineering. ,vol. 29, pp. 31- 44 ,(1996) , 10.1109/2.485891
M Rao, X Sun, J Feng, Intelligent system architecture for process operation support Expert Systems With Applications. ,vol. 19, pp. 279- 288 ,(2000) , 10.1016/S0957-4174(00)00040-3
R. C. M. Yam, P.W. Tse, L. Li, P. Tu, Intelligent Predictive Decision Support System for Condition-Based Maintenance The International Journal of Advanced Manufacturing Technology. ,vol. 17, pp. 383- 391 ,(2001) , 10.1007/S001700170173