A fuzzy alignment approach to sizing surface cracks by the AC field measurement technique
作者： R.P.R. Hasanzadeh , S.H.H. Sadeghi , M. Ravan , A.R. Moghaddamjoo , R. Moini
DOI: 10.1016/J.NDTEINT.2010.09.009
关键词:
摘要: In real world applications, one major issue with most of non-phenomenological methods is the need for a large and complete databanks. In most practical cases, it is impossible to obtain a complete and representative database that includes sufficient number of representative examples. This fact renders most of available defects and cracks databases useless. In this paper, an aligning method is formalized by a fuzzy recursive least square algorithm as a learning methodology for electromagnetic alternative current field …
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sci-hub.se 参考文章(21)
L. P. J. Veelenturf, Analysis and applications of artificial neural networks Prentice-Hall, Inc.. ,(1995)
Li-Xin Wang, A Course In Fuzzy Systems and Control ,(1996)
L.A. Zadeh, The role of fuzzy logic in the management of uncertainty in expert systems Fuzzy Sets and Systems. ,vol. 11, pp. 197- 198 ,(1983) , 10.1016/S0165-0114(83)80081-5
M.Ph. Papaelias, M.C. Lugg, C. Roberts, C.L. Davis, High-speed inspection of rails using ACFM techniques Ndt & E International. ,vol. 42, pp. 328- 335 ,(2009) , 10.1016/J.NDTEINT.2008.12.008
T.I. Liu, J.H. Singonahalli, N.R. Iyer, DETECTION OF ROLLER BEARING DEFECTS USING EXPERT SYSTEM AND FUZZY LOGIC Mechanical Systems and Signal Processing. ,vol. 10, pp. 595- 614 ,(1996) , 10.1006/MSSP.1996.0041
M. Ravan, S.H.H. Sadeghi, R. Moini, Neural network approach for determination of fatigue crack depth profile in a metal, using alternating current field measurement data Iet Science Measurement & Technology. ,vol. 2, pp. 32- 38 ,(2008) , 10.1049/IET-SMT:20070005
T.M. Gaynor, D.L. Roberts, E. Homan, W. Dover, Reduction in Fatigue Failures Through Crack Detection by Alternating Current Field Measurement SPE Drilling & Completion. ,vol. 12, pp. 37- 42 ,(1997) , 10.2118/35033-PA
Prashant M. Pawar, Ranjan Ganguli, Matrix Crack Detection in Thin-walled Composite Beam using Genetic Fuzzy System Journal of Intelligent Material Systems and Structures. ,vol. 16, pp. 395- 409 ,(2005) , 10.1177/1045389X05051001
M.C. Lugg, Applications of A.C. Field Measurement Techniques for the Aircraft Industry Aircraft Engineering and Aerospace Technology. ,vol. 62, pp. 9- 11 ,(1990) , 10.1108/EB036896
Y. Li, L. Udpa, S.S. Udpa, Three-dimensional defect reconstruction from eddy-current NDE signals using a genetic local search algorithm IEEE Transactions on Magnetics. ,vol. 40, pp. 410- 417 ,(2004) , 10.1109/TMAG.2004.824116