A hybrid prognostics approach for MEMS: From real measurements to remaining useful life estimation

作者: H. Skima , K. Medjaher , C. Varnier , E. Dedu , J. Bourgeois

DOI: 10.1016/J.MICROREL.2016.07.142

关键词:

摘要: … prognostics approach to a MEMS device is presented. The SIR particle filter algorithm is used to perform online prognostics… response by using the Matlab image-processing algorithm, 3) …

参考文章(24)
DANELLE M. TANNER, NORMAN F. SMITH, LLOYD W. IRWIN, WILLIAM P. EATON, KAREN SUE HELGESEN, J. JOSEPH CLEMENT, WILLIAM M. MILLER, SAMUEL L. MILLER, MICHAEL T. DUGGER, JEREMY A. WALRAVEN, KENNETH A. PETERSON, MEMS Reliability: Infrastructure, Test Structures, Experiments, and Failure Modes Other Information: PBD: 1 Jan 2000. ,(2000) , 10.2172/750344
Kai Frank Goebel, Bhaskar Saha, Model Adaptation for Prognostics in a Particle Filtering Framework International Journal of Prognostics and Health Management. ,vol. 2, ,(2011) , 10.36001/IJPHM.2011.V2I1.1343
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel, Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life international conference on industrial technology. pp. 1047- 1052 ,(2015) , 10.1109/ICIT.2015.7125235
J.A. Walraven, Failure Analysis Issues in Microelectromechanical Systems (MEMS) Microelectronics Reliability. ,vol. 45, pp. 1750- 1757 ,(2005) , 10.1016/J.MICROREL.2005.07.088
Jue Li, Mikael Broas, Jani Raami, Toni T Mattila, Mervi Paulasto-Kröckel, Reliability assessment of a MEMS microphone under mixed flowing gas environment and shock impact loading Microelectronics Reliability. ,vol. 54, pp. 1228- 1234 ,(2014) , 10.1016/J.MICROREL.2014.01.003
D.M. Tanner, MEMS reliability: Where are we now? Microelectronics Reliability. ,vol. 49, pp. 937- 940 ,(2009) , 10.1016/J.MICROREL.2009.06.014
Michael K. Pitt, Ralph dos Santos Silva, Paolo Giordani, Robert Kohn, On some properties of Markov chain Monte Carlo simulation methods based on the particle filter Journal of Econometrics. ,vol. 171, pp. 134- 151 ,(2012) , 10.1016/J.JECONOM.2012.06.004
Jay Lee, Fangji Wu, Wenyu Zhao, Masoud Ghaffari, Linxia Liao, David Siegel, Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications Mechanical Systems and Signal Processing. ,vol. 42, pp. 314- 334 ,(2014) , 10.1016/J.YMSSP.2013.06.004
Tiancheng Li, Miodrag Bolic, Petar M. Djuric, Resampling Methods for Particle Filtering: Classification, implementation, and strategies IEEE Signal Processing Magazine. ,vol. 32, pp. 70- 86 ,(2015) , 10.1109/MSP.2014.2330626