Tool wear estimation in micro-machining.

作者: I.N Tansel , T.T Arkan , W.Y Bao , N Mahendrakar , B Shisler

DOI: 10.1016/S0890-6955(99)00073-5

关键词:

摘要: The relationship between the cutting force characteristics and tool usage (wear) in a micro-end-milling operation was studied for two different metals. Neural-network-based estimation methods are proposed that use force-variation- segmental-averaging-based encoding techniques.

参考文章(22)
S. H. Carpenter, A. P. Mcmanigle, D. L. Armentrout, C. R. Heiple, Acoustic emission from single point machining: Source mechanisms and signal changes with tool wear Materials evaluation. ,vol. 52, pp. 590- 597 ,(1994)
G. Chryssolouris, M. Domroese, P. Beaulieu, Sensor Synthesis for Control of Manufacturing Processes Journal of Engineering for Industry. ,vol. 114, pp. 158- 174 ,(1992) , 10.1115/1.2899768
I. Daubechies, Orthonormal Bases of Wavelets with Finite Support — Connection with Discrete Filters inverse problems and theoretical imaging. pp. 38- 66 ,(1990) , 10.1007/978-3-642-75988-8_3
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001
Tae Jo Ko, Dong Woo Cho, Tool Wear Monitoring in Diamond Turning by Fuzzy Pattern Recognition Journal of Engineering for Industry. ,vol. 116, pp. 225- 232 ,(1994) , 10.1115/1.2901934
Weiguo GONG, Toshiyuki OBIKAWA, Takahiro SHIRAKASHI, Monitoring of Tool Wear States in Turning Based on Wavelet Analysis Jsme International Journal Series C-mechanical Systems Machine Elements and Manufacturing. ,vol. 40, pp. 447- 453 ,(1997) , 10.1299/JSMEC.40.447
S.C. Lin, R.J. Lin, Tool wear monitoring in face milling using force signals Wear. ,vol. 198, pp. 136- 142 ,(1996) , 10.1016/0043-1648(96)06944-X
A. Noori-Khajavi, R. Komanduri, Frequency and time domain analyses of sensor signals in drilling—II. Investigation on some problems associated with sensor integration International Journal of Machine Tools & Manufacture. ,vol. 35, pp. 795- 815 ,(1995) , 10.1016/0890-6955(94)00061-N
I. Daubechies, The wavelet transform, time-frequency localization and signal analysis IEEE Transactions on Information Theory. ,vol. 36, pp. 961- 1005 ,(1990) , 10.1109/18.57199