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Proceedings Paper

The concept of chaos theory based optimal cutting tool chatter control
Author(s): Satish T. S. Bukkapatnam; Akhlesh Lakhtakia; Soundar R. T. Kumara
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Paper Abstract

Chaos theory is used to conceptualize a methodology to control cutting tool chatter in the turning process. The underlying information contained in a Mandelbrot set -- developed from an existing nonlinear model of cutting tool dynamics -- is supposed to be captured by a multilayer feed forward neural network. The neural network may be used as a control parameter variation selector in a control loop. We anticipate real-time implementation of the proposed methodology.

Paper Details

Date Published: 22 December 1995
PDF: 9 pages
Proc. SPIE 2595, Machine Tool, In-Line, and Robot Sensors and Controls, (22 December 1995); doi: 10.1117/12.228836
Show Author Affiliations
Satish T. S. Bukkapatnam, The Pennsylvania State Univ. (United States)
Akhlesh Lakhtakia, The Pennsylvania State Univ. (United States)
Soundar R. T. Kumara, The Pennsylvania State Univ. (United States)

Published in SPIE Proceedings Vol. 2595:
Machine Tool, In-Line, and Robot Sensors and Controls
George D. Foret; Kam C. Lau; Bartholomew O. Nnaji, Editor(s)

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