An algorithm for improved performance of railway condition monitoring equipment: Alternating-current point machine case study

作者: T. Asada , C. Roberts , T. Koseki

DOI: 10.1016/J.TRC.2013.01.008

关键词: Fault detection and isolationEngineeringControl engineeringRailroad switchSupport vector machinePoison controlPoint (geometry)Condition monitoringAlternating currentSimulationAC power

摘要: … In this paper, two faults are considered: (1) underdriving of the drive rod, and (2) overdriving of the drive rod. These faults account for 8.89% of point machine failures for electrical point …

参考文章(25)
Christopher M. Bishop, Pattern Recognition and Machine Learning ,(2006)
C. Roberts, H.P.B. Dassanayake, N. Lehrasab, C.J. Goodman, Distributed quantitative and qualitative fault diagnosis: railway junction case study Control Engineering Practice. ,vol. 10, pp. 419- 429 ,(2002) , 10.1016/S0967-0661(01)00159-9
F. B. Zhou, M. D. Duta, M. P. Henry, S. Baker, C. Burton, Remote condition monitoring for railway point machine ASME/IEEE Joint Railroad Conference. pp. 103- 108 ,(2002) , 10.1115/RTD2002-1646
M. Pabst, Remote monitoring of points based on effective power dissipation Condition Monitoring for Rail Transport Systems (Ref. No. 1998/501), IEE Seminar on. pp. 12- 12 ,(1998) , 10.1049/IC:19980985
Diego J Pedregal, Fausto P García, Clive Roberts, None, An algorithmic approach for maintenance management based on advanced state space systems and harmonic regressions Annals of Operations Research. ,vol. 166, pp. 109- 124 ,(2009) , 10.1007/S10479-008-0403-5
J A Silmon, C Roberts, Improving Railway Switch System Reliability With Innovative Condition Monitoring Algorithms Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit. ,vol. 224, pp. 293- 302 ,(2010) , 10.1243/09544097JRRT313
Peter J. Rousseeuw, Silhouettes: a graphical aid to the interpretation and validation of cluster analysis Journal of Computational and Applied Mathematics. ,vol. 20, pp. 53- 65 ,(1987) , 10.1016/0377-0427(87)90125-7
Fausto Pedro García Márquez, Richard W. Lewis, Andrew M. Tobias, Clive Roberts, Life cycle costs for railway condition monitoring Transportation Research Part E-logistics and Transportation Review. ,vol. 44, pp. 1175- 1187 ,(2008) , 10.1016/J.TRE.2007.12.003
N Lehrasab, H. P. B. Dassanayake, C Roberts, S Fararooy, C. J. Goodman, Industrial fault diagnosis: Pneumatic train door case study Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit. ,vol. 216, pp. 175- 183 ,(2002) , 10.1243/095440902760213602