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TECHNICAL PAPERS

Experimental Characterization of Nonlinear Dynamics Underlying the Cylindrical Grinding Process

[+] Author and Article Information
Satish T. S. Bukkapatnam

University of Southern California, Los Angeles, CA 90089

Rajkumar Palanna

Honeywell Inc, Torrance, CA 90503

J. Manuf. Sci. Eng 126(2), 341-344 (Jul 08, 2004) (4 pages) doi:10.1115/1.1688378 History: Received August 01, 2001; Revised October 01, 2003; Online July 08, 2004
Copyright © 2004 by ASME
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References

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Bukkapatnam,  S. T. S., Kumara,  S. R. T., and Lakhtakia,  A., 1999, “Analysis of Acoustic Emission in Machining,” ASME J. Manuf. Sci. Eng., 121, pp. 568–573.
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Palanna,  R., and Bukkapatnam,  S. T. S., 2002, “The Concept of Model-Based Tampering for Improving Process Performance: An Illustrative Application to Turning Process,” International Journal of Machining Sciences and Technology,6(2), pp. 263–282.
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Figures

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A photograph and a schematic of the cylindrical grinding setup used for our experiments
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Flow chart showing the battery of tests for identification and characterization of dynamics underlying the measured signals. We have earlier used these tests to characterize dynamics of machining process, and acoustic emission from cutting processes 715.
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Representative (a) time plots, and (b) frequency (magnitude) plots revealing about three dominant frequency bands
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Variation of percentage of FNNs with dE for a representative signal clearly establishing the existence of a (deterministic) finite-dimensional attractor underlying the measured signals
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Variation of correlation dimension with dE

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