Support vector regression to correct motor current of machine tool drives
Author:
Funder
German Research Foundation DFG
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Industrial and Manufacturing Engineering,Software
Link
http://link.springer.com/article/10.1007/s10845-019-01464-1/fulltext.html
Reference34 articles.
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2. Altintas, Y. (1992). Prediction of cutting forces and tool breakage in milling from feed drive current measurements. Journal of Engineering for Industry, 114(4), 386–392.
3. Auchet, S., Chevrier, P., Lacour, M., & Lipinski, P. (2004). A new method of cutting force measurement based on command voltages of active electro-magnetic bearings. International Journal of Machine Tools and Manufacture, 44(14), 1441–1449. https://doi.org/10.1016/j.ijmachtools.2004.05.009 .
4. Boser, B. E., Guyon, I. M., & Vapnik, V. N. (1992). A training algorithm for optimal margin classifiers. In Proceedings of the fifth annual workshop on computational learning theory, ACM, New York, NY, USA, COLT ’92, pp. 144–152. https://doi.org/10.1145/130385.130401
5. Bui, B. D., Uchiyama, N., & Sano, S. (2015). Nonlinear friction modeling and compensation for precision control of a mechanical feed-drive system. Sensors and Materials, 27(10), 971–983. https://doi.org/10.18494/SAM.2015.1169 .
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