Automatic wear-particle classification using neural networks

Tribology Letters

Volumn 5, Issue 4, 1998, Pages 249-257

  Peng, Z ^a   Kirk, T B ^a  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

Author keywords

Fuzzy Kohonen neural network; Machine condition monitoring; Multi layer perceptron; Wear debris classification; Wear particle analysis

Indexed keywords

EID: 0001250448     PISSN: 10238883     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1019126732337     Document Type: Article

References (22)

1. Naval Air Engineering Center, Wear Particle Atlas, Report NAEC-92-163 (1982).
2. J.C. Russ, Computer-Assisted Microscopy: The Measurement and Analysis of Images (Plenum Press, New York, 1990).
3. R.V. Anamalay, T.B. Kirk and D. Panzera, Wear 181-183 (1995) 771.
4. Z. Peng, T.B. Kirk and Z.L. Xu, Wear 203-204 (1997) 418.
5. Z. Peng and T.B. Kirk, Wear, submitted (1997).
6. D. Scott, W.W. Seifert and V.C. Westcott, Scientific American 230(5) (1973) 88.
7. J.S. Stecki and M.L.S. Anderson, Bulletin of the CMCM, Monash University 3(1) (1991) 9.1.
8. A.D.H. Thomas, T. Davies and A.R. Luxmoore, Wear 142 (1991) 213.
9. J.B. Beddow, Particle Characterization in Technology, Vol. II, Morphological Analysis (CRC Press, Boca Raton, 1984).
10. Z. Peng and T.B. Kirk, Tribology International 30 (1997) 583.
11. N.K. Myshkin, O.K. Kwan, A.Y. Grigoriev, H.S. Ahn and H. Kong, Wear 203-204 (1997) 658.
12. K. Xu and A.R. Luxmoore, Wear 208 (1997) 184.
13. B. Kosko, Neural Networks and Fuzzy Systems (Prentice-Hall, Englewood Cliffs, 1992).
14. A. Nigrin, Neural Networks for Pattern Recognition, Massachusetts Institute of Technology, 1993.
15. E.C. Tsao, J.C. Bezdek and N.R. Pal, Pattern Recognition 27 (1994) 754.
16. B.H. Chowdhury and K. Wang, in: Proceedings of the International Conference on Intelligent Systems to Power Systems, ISAP, IEEE, 1996, pp. 194-198.
17. R.J. Hathaway and J.C. Bezdek, Pattern Recognition 27 (1994) 429.
18. L.G. Allred and G.E. Kelly, in: Proceedings of Int. Joint Conf on Neural Networks, 1990, pp. 721-728.
19. W. Fakhr and M.I. Elmasry, in: IJCNN, International Joint Conference on Neural Networks, IEEE, 1990, pp. 257-262.
20. D.R. Hush and B.G. Horne, IEEE Signal Processing Magazine (January 1993) 8.
21. W.P. Dong and K.J. Stout, Proceedings Instn. Mech. Engrs. 209 (1995) 381.
22. D.C. He and L. Wang, IEEE Transactions on Geoscience and Remote Sensing 28 (1990) 509.