Neural network approach for diagnosis of grinding operation by acoustic emission and power signals

作者: Jae-Seob Kwak , Man-Kyung Ha

DOI: 10.1016/J.JMATPROTEC.2003.11.016

关键词:

摘要: … things in grinding researches is the fault diagnosis. But the … This paper proposes the diagnostic scheme of a grinding state … signal parameters and the grinding faults was also discussed. …

参考文章(8)
Xun Chen, W. Brian Rowe, D. R. Allanson, B. Mills, A Grinding Power Model for Selection of Dressing and Grinding Conditions Journal of Manufacturing Science and Engineering-transactions of The Asme. ,vol. 121, pp. 632- 637 ,(1999) , 10.1115/1.2833084
Y.M. Ali, Liangchi Zhang, A methodology for fuzzy modeling of engineering systems Fuzzy Sets and Systems. ,vol. 118, pp. 181- 197 ,(2001) , 10.1016/S0165-0114(98)00272-3
I. Inasaki, Sensor Fusion for Monitoring and Controlling Grinding Processes The International Journal of Advanced Manufacturing Technology. ,vol. 15, pp. 730- 736 ,(1999) , 10.1007/S001700050125
I. Grabec, E. Govekar, E. Susič, B. Antolovič, Monitoring manufacturing processes by utilizing empirical modeling Ultrasonics. ,vol. 36, pp. 263- 271 ,(1998) , 10.1016/S0041-624X(97)00051-6
Charles Leave, Neural Networks: Algorithms, Applications and Programming Techniques Journal of the Operational Research Society. ,vol. 43, pp. 1106- 1106 ,(1992) , 10.1057/JORS.1992.170
Y. S. Liao, L. C. Shiang, Computer simulation of self-excited and forced vibrations in the external cylindrical plunge grinding process Journal of Engineering for Industry. ,vol. 113, pp. 297- 304 ,(1991) , 10.1115/1.2899700
B Kim, A bond rating expert system for industrial companies Expert Systems With Applications. ,vol. 9, pp. 63- 70 ,(1995) , 10.1016/0957-4174(94)00049-2