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Erschienen in: Journal of Intelligent Manufacturing 3/2015

01.06.2015

Advance in chatter detection in ball end milling process by utilizing wavelet transform

verfasst von: Somkiat Tangjitsitcharoen, Tanintorn Saksri, Suthas Ratanakuakangwan

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 3/2015

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Abstract

This paper presents an advance in chatter detection in ball end milling process. The dynamic cutting forces are monitored by utilizing the wavelet transform. The new three parameters are introduced to classify the chatter and the non-chatter by taking the ratio of the average variances of dynamic cutting forces to the absolute variances of themselves. The Daubechies wavelet is employed in this research to analyze the chatter. The experimental results showed that the chatter frequency occurred in the different levels of wavelet transform due to the different cutting systems. The new algorithm is developed to detect the chatter during the in-process cutting. The experimentally obtained results showed that the chatter can be easier to detect referring to the proposed parameters under various cutting conditions.

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Literatur
Zurück zum Zitat Addison, P. S. (2002). The illustrated wavelet transform handbook, introductory theory and applications in science, engineering, medicine and finance. Institute of Physics Publishing Bristol and Philadelphia. Addison, P. S. (2002). The illustrated wavelet transform handbook, introductory theory and applications in science, engineering, medicine and finance. Institute of Physics Publishing Bristol and Philadelphia.
Zurück zum Zitat Altintas, Y., & Budek, E. (1995). Analytical prediction of stability lobes in milling. Annals of the CIRP, 44(1), 357–362.CrossRef Altintas, Y., & Budek, E. (1995). Analytical prediction of stability lobes in milling. Annals of the CIRP, 44(1), 357–362.CrossRef
Zurück zum Zitat Altintas, Y., & Lee, P. (1998). Mechanics and dynamics of ball end milling transactions of ASME. Journal Manufacturing Science and Engineering, 120, 684–692.CrossRef Altintas, Y., & Lee, P. (1998). Mechanics and dynamics of ball end milling transactions of ASME. Journal Manufacturing Science and Engineering, 120, 684–692.CrossRef
Zurück zum Zitat Altintas, Y., & Park, S. S. (2004). Dynamic compensation of spindle-integrated force sensors. Annals of the CIRP, 53(1), 305–308.CrossRef Altintas, Y., & Park, S. S. (2004). Dynamic compensation of spindle-integrated force sensors. Annals of the CIRP, 53(1), 305–308.CrossRef
Zurück zum Zitat Bickraj, K., Kaya, B., Yapici, A., Li, M., Tansel, I. N., & Ozcelik, B. (2007). Inspection of chatter damage in end milling operations by using wavelet transformations. In 5th international Latin American and Caribbean conference for engineering and technology. Tempaco, Mexico. Bickraj, K., Kaya, B., Yapici, A., Li, M., Tansel, I. N., & Ozcelik, B. (2007). Inspection of chatter damage in end milling operations by using wavelet transformations. In 5th international Latin American and Caribbean conference for engineering and technology. Tempaco, Mexico.
Zurück zum Zitat Graps, A. (1995). An introduction to wavelets. Computational Science & Engineering, IEEE, 2(2), 50–61.CrossRef Graps, A. (1995). An introduction to wavelets. Computational Science & Engineering, IEEE, 2(2), 50–61.CrossRef
Zurück zum Zitat Kwak, J. (2005). Application of wavelet transform technique to detect tool failure in turning operations. The International Journal of Advanced Manufacturing Technology, 28(11), 1078–1083. Kwak, J. (2005). Application of wavelet transform technique to detect tool failure in turning operations. The International Journal of Advanced Manufacturing Technology, 28(11), 1078–1083.
Zurück zum Zitat Kuljanic, E., Totis, G., & Sortino, M. (2009). Development of an intelligent multisensor chatter detection system in milling. Mechanical Systems and Signal Processing, 23(5), 1704–1718.CrossRef Kuljanic, E., Totis, G., & Sortino, M. (2009). Development of an intelligent multisensor chatter detection system in milling. Mechanical Systems and Signal Processing, 23(5), 1704–1718.CrossRef
Zurück zum Zitat Quintana, G., Garcia, R. M. L., & Ciurana, J. (2011). Surface roughness monitoring application based on artificial neural network for ball-end milling operation. Journal of Intelligent Manufacturing, 22, 607–617.CrossRef Quintana, G., Garcia, R. M. L., & Ciurana, J. (2011). Surface roughness monitoring application based on artificial neural network for ball-end milling operation. Journal of Intelligent Manufacturing, 22, 607–617.CrossRef
Zurück zum Zitat Rubio, E. M., & Teti, R. (2009). Cutting Parameters analysis for the development of a milling process monitoring system based on audible. Journal of Intelligent Manufacturing, 20, 43–54.CrossRef Rubio, E. M., & Teti, R. (2009). Cutting Parameters analysis for the development of a milling process monitoring system based on audible. Journal of Intelligent Manufacturing, 20, 43–54.CrossRef
Zurück zum Zitat Somkiat, T. (2011). Advanced in detection system to improve the stability and capability of CNC turning process. Journal of Intelligent Manufacturing, 22, 843–852.CrossRef Somkiat, T. (2011). Advanced in detection system to improve the stability and capability of CNC turning process. Journal of Intelligent Manufacturing, 22, 843–852.CrossRef
Zurück zum Zitat Somkiat, T. (2012). Analysis of chatter in ball end milling by wavelet transform. World Academy of Science, Engineering and Technology, 71, 1075–1081. Somkiat, T. (2012). Analysis of chatter in ball end milling by wavelet transform. World Academy of Science, Engineering and Technology, 71, 1075–1081.
Zurück zum Zitat Somkiat, T., & Narongsak, P. (2013). Development of chatter detection in milling processes. The International Journal of Advanced Manufacturing Technology, 65(5), 919–927. Somkiat, T., & Narongsak, P. (2013). Development of chatter detection in milling processes. The International Journal of Advanced Manufacturing Technology, 65(5), 919–927.
Zurück zum Zitat Tansel, I. N., Alexander, T., & Wagiman, A. (1993). Modeling workpiece vibration with neural networks. Journal of Intelligent Manufacturing, 4, 95–107. Tansel, I. N., Alexander, T., & Wagiman, A. (1993). Modeling workpiece vibration with neural networks. Journal of Intelligent Manufacturing, 4, 95–107.
Zurück zum Zitat Tansei, I. N., Demetgul, M., Bickraj, K., Kaya, B., & Ozcelik, B. (2013). Basic computational tools and mechanical hardware for toque-based diagnostic of machining operations. Journal of Intelligent Manufacturing, 24, 147–161.CrossRef Tansei, I. N., Demetgul, M., Bickraj, K., Kaya, B., & Ozcelik, B. (2013). Basic computational tools and mechanical hardware for toque-based diagnostic of machining operations. Journal of Intelligent Manufacturing, 24, 147–161.CrossRef
Zurück zum Zitat Tarng, Y. S., & Chen, M. C. (1994). An intelligent sensor for detection of milling chatter. Journal of Intelligent Manufacturing, 5, 193–200.CrossRef Tarng, Y. S., & Chen, M. C. (1994). An intelligent sensor for detection of milling chatter. Journal of Intelligent Manufacturing, 5, 193–200.CrossRef
Zurück zum Zitat Xiaoli, L., Dong, S., & Zhejun, Y. (1999). Discrete wavelet transform for tool breakage monitoring. International Journal of Machine Tools and Manufacture, 39, 1935–1944. Xiaoli, L., Dong, S., & Zhejun, Y. (1999). Discrete wavelet transform for tool breakage monitoring. International Journal of Machine Tools and Manufacture, 39, 1935–1944.
Zurück zum Zitat Yao, Z., Mei, D., & Chen, Z. (2010). On-line chatter detection and identification based on wavelet and support vector machine. Journal of Materials Processing Technology, 210(5), 713–719. Yao, Z., Mei, D., & Chen, Z. (2010). On-line chatter detection and identification based on wavelet and support vector machine. Journal of Materials Processing Technology, 210(5), 713–719.
Zurück zum Zitat Yoon, M. C., & Chin, D. H. (2005). Cutting force monitoring in the endmilling operation for chatter detection. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 219(6), 455–465.CrossRef Yoon, M. C., & Chin, D. H. (2005). Cutting force monitoring in the endmilling operation for chatter detection. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 219(6), 455–465.CrossRef
Zurück zum Zitat Zuperl, U., Cus, F., & Reibenschuh, M. (2012). Modeling and adaptive force control of milling by using artificial technique. Journal of Intelligent Manufacturing, 23, 1805–1815.CrossRef Zuperl, U., Cus, F., & Reibenschuh, M. (2012). Modeling and adaptive force control of milling by using artificial technique. Journal of Intelligent Manufacturing, 23, 1805–1815.CrossRef
Metadaten
Titel
Advance in chatter detection in ball end milling process by utilizing wavelet transform
verfasst von
Somkiat Tangjitsitcharoen
Tanintorn Saksri
Suthas Ratanakuakangwan
Publikationsdatum
01.06.2015
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 3/2015
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-013-0805-3

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