A Wireless Sensor System for Prognostics and Health Management
作者： Shunfeng Cheng , Kwok Tom , Larry Thomas , Michael Pecht
DOI: 10.1109/JSEN.2009.2035817
关键词: Engineering 、 Radio-frequency identification 、 Wireless 、 Electronic engineering 、 Sequential probability ratio test 、 Prognostics 、 Key distribution in wireless sensor networks 、 Wireless sensor network 、 Software 、 Mobile wireless sensor network 、 Real-time computing
摘要: This paper introduces a novel radio-frequency-based wireless sensor system and describes its prognostics health management functions. The includes radio frequency identification tag, reader, diagnostic-prognostic software. software uses the sequential probability ratio test with cross-validation procedure to detect anomalies, assess degradation, predict failures. prognostic performance of is demonstrated by field application.
harvard.edu
sci-hub.se 参考文章(12)
Wendy Lu, Kenny C. Gross, Early Detection of Signal and Process Anomalies in Enterprise Computing Systems. international conference on machine learning and applications. pp. 204- 210 ,(2002)
Ron Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection international joint conference on artificial intelligence. ,vol. 2, pp. 1137- 1143 ,(1995)
Trevor Hastie, Robert Tibshirani, Jerome Friedman, Trevor Hastie, Robert Tibshirani, Jerome Friedman, Model Assessment and Selection Springer, New York, NY. pp. 219- 259 ,(2009) , 10.1007/978-0-387-84858-7_7
Shunfeng Cheng, Michael Azarian, Michael Pecht, Sensor System Selection for Prognostics and Health Monitoring ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. pp. 1383- 1389 ,(2008) , 10.1115/DETC2008-49907
Jie Gu, Donald Barker, Michael Pecht, Prognostics implementation of electronics under vibration loading Microelectronics Reliability. ,vol. 47, pp. 1849- 1856 ,(2007) , 10.1016/J.MICROREL.2007.02.015
Shunfeng Cheng, Michael Pecht, A fusion prognostics method for remaining useful life prediction of electronic products conference on automation science and engineering. pp. 102- 107 ,(2009) , 10.1109/COASE.2009.5234098
N.M. Vichare, M.G. Pecht, Prognostics and health management of electronics ,(2008)
A. Hess, G. Calvello, P. Frith, S.J. Engel, D. Hoitsma, Challenges, Issues, and Lessons Learned Chasing the “ Big P”: Real Predictive Prognostics Part 2 ieee aerospace conference. pp. 1- 19 ,(2006) , 10.1109/AERO.2006.1656124
Michael Pecht, Abhijit Dasgupta, Physics-of-Failure: An Approach to Reliable Product Development Journal of the Ies. ,vol. 38, pp. 30- 34 ,(1995) , 10.17764/JIET.2.38.5.Y3561M03801H0082
Michael G. Pecht, Prognostics and Health Management of Electronics TAEBDC-2013. ,(2008)