Structural Health Monitoring: A Machine Learning Perspective
作者： Charles R. Farrar , Keith Worden
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摘要: This book focuses on structural health monitoring in the context of machine learning. The authors review technical literature and include case studies. Chapters include: operational evaluation, sensing data acquisition, introduction to probability statistics, learning statistical pattern recognition, prognosis.
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openlibrary.org参考文章(61)
Guido De Roeck, Bart Peeters, Johan Maeck, Dynamic monitoring of the Z24-bridge: separating temperature effects from damage European COST F3 Conference on System Identification and Structural Health Monitoring. pp. 377- 386 ,(2000)
M. Walsh, R.M. Singer, K.C. Gross, K.E. Humenik, Reactor coolant pump monitoring and diagnostic system ,(1990)
Stanley P. Weiss, Sam Freesmeyer, Terry A. Dunlap, Walter M. West, David L. Hunt, Development and implementation of a shuttle modal inspection system ,(1990)
Robert Bond Randall, Vibration-based Condition Monitoring: Industrial, Aerospace and Automotive Applications ,(2011)
Donald E. Bently, Charles T. Hatch, Bob Grissom, Fundamentals of Rotating Machinery Diagnostics ,(2003)
Yao Chen, A S Swamidas, DAMAGE DETECTION IN A TRIPOD TOWER PLATFORM (TTP) USING MODAL ANALYSIS ,(1992)
James H. Gates, CALIFORNIA'S SEISMIC DESIGN CRITERIA FOR BRIDGES Journal of the Structural Division. ,vol. 102, pp. 2301- 2313 ,(1976) , 10.1061/JSDEAG.0004494
C.R. Farrar, P.J. Cornwell, S.W. Doebling, T.A. Duffy, Excitation Methods for Bridge Structures SPIE. ,vol. 3727, pp. 1063- ,(1999)
C.R. Farrar, W.E. Baker, T.M. Bell, K.M. Cone, T.W. Darling, T.A. Duffey, A. Eklund, A. Migliori, Dynamic characterization and damage detection in the I-40 bridge over the Rio Grande Office of Scientific and Technical Information (OSTI). ,(1994) , 10.2172/10158042
Charles R. Farrar, Scott W. Doebling, Randall S. Goodman, Effects of measurement statistics on the detection of damage in the Alamosa Canyon Bridge International modal analysis conference, Orlando, FL (United States), 3-6 Feb 1997. ,vol. 3089, pp. 919- 929 ,(1996)