Transactions of the Institute of Systems, Control and Information Engineers
Online ISSN : 2185-811X
Print ISSN : 1342-5668
ISSN-L : 1342-5668
Chatter Classification by Entropy Functions and Morphological Processing in Cylindrical Traverse Grinding
Kazuo MORIJachih FuCarol A. TROY
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1995 Volume 8 Issue 9 Pages 498-505

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Abstract

During cylindrical traverse grinding processes, two types of regenerative chatter -workpiece and grinding wheel- may degrade the accuracy of the surface finish. To maintain productivity and quality, a closed-loop vibration control system should be provided for the grinding system. An algorithm for automated classification by types is essential in developing such a system. In cylindrical traverse grinding, the chatter vibration signals display unstable dynamic characteristics, which makes the task of chatter classification especially difficult. This paper introduces an approach which combines entropy techniques with morphological preprocessing to classify traverse grinding regenerative chatter by types based on the vibration spectrum. Experimental data analysis is used to demonstrate that the proposed method can effectively distinguish workpiece regenerative chatter from wheel regenerative chatter. Since both entropy function and morphological processing are computationally easy, this method is not only transparent to the understanding but also conveniently adaptable to practical system expansion and real time applications.

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