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Center rest balls burnishing parameters adaptation of steel components using fuzzy logic
Faculty
Science
Year:
2009
Type of Publication:
Article
Pages:
2428-2435
Authors:
Ibrahim, A. A, Rabbo, S. M. Abd, El-Axir, M. H, Ebied, A. A
DOI:
10.1016/j.jmatprotec.2008.05.040
Journal:
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY ELSEVIER SCIENCE SA
Volume:
209
Research Area:
Engineering; Materials Science
ISSN
ISI:000264032200025
Keywords :
Fuzzy logic, Self organizing, Burnishing, Center rest, Surface roundness
Abstract:
The present work deals with the control of ball burnishing parameters of steel components via fuzzy logic. This burnishing tool using three balls is designed and constructed in such a way as to replace the three original adjustable jaws of the center rest. The center rest and the lathe saddle were clamped together to operate as one piece. Experimental work was conducted on a lathe to study the effect of burnishing parameters (feed, speed, force, and number of balls used in single pass) on surface characteristics (surface roundness error). Experimental results from this work were used as a knowledge base to prepare a fuzzy logic model to control burnishing parameters. The results obtained from the experimental work and fuzzy model showed that good surface characteristics can be achieved by using this center rest ball burnishing tool. Burnishing force, burnishing feed and number of balls in single pass are the most important parameters that play an important role in controlling the values of all surface characteristics. The results obtained from the fuzzy model are highly consistent with experimental results. (c) 2008 Elsevier B.V All rights reserved
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