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Dynamics of stainless steel turning: Analysis by flicker-noise spectroscopy

Author

Listed:
  • Litak, Grzegorz
  • Polyakov, Yuriy S.
  • Timashev, Serge F.
  • Rusinek, Rafał

Abstract

We use flicker-noise spectroscopy (FNS), a phenomenological method for the analysis of time and spatial series operating on structure functions and power spectrum estimates, to identify and study harmful chatter vibrations in a regenerative turning process. The 3D cutting force components experimentally measured during stainless steel turning are analyzed, and the parameters of their stochastic dynamics are estimated. Our analysis shows that the system initially exhibiting regular vibrations associated with spindle rotation becomes unstable to high-frequency noisy oscillations (chatter) at larger cutting depths. We suggest that the chatter may be attributed to frictional stick-and-slip interactions between the contact surfaces of cutting tool and workpiece. We compare our findings with previously reported results obtained by statistical, recurrence, multifractal, and wavelet methods. We discuss the potential of FNS in monitoring the turning process in manufacturing practice.

Suggested Citation

  • Litak, Grzegorz & Polyakov, Yuriy S. & Timashev, Serge F. & Rusinek, Rafał, 2013. "Dynamics of stainless steel turning: Analysis by flicker-noise spectroscopy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(23), pages 6052-6063.
    • Handle: RePEc:eee:phsmap:v:392:y:2013:i:23:p:6052-6063
    DOI: 10.1016/j.physa.2013.07.079
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    References listed on IDEAS

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    1. Timashev, Serge F. & Panischev, Oleg Yu. & Polyakov, Yuriy S. & Demin, Sergey A. & Kaplan, Alexander Ya., 2012. "Analysis of cross-correlations in electroencephalogram signals as an approach to proactive diagnosis of schizophrenia," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(4), pages 1179-1194.
    2. Wang, X.S. & Hu, J. & Gao, J.B., 2006. "Nonlinear dynamics of regenerative cutting processes—Comparison of two models," Chaos, Solitons & Fractals, Elsevier, vol. 29(5), pages 1219-1228.
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