期刊
COMPUTERS & INDUSTRIAL ENGINEERING
卷 50, 期 1-2, 页码 15-34出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cie.2005.10.001
关键词
process modelling; parameter optimization; metal cutting process; Taguchi method; response surface design; metaheuristic search
In today's rapidly changing scenario in manufacturing industries, applications of optimization techniques in metal cutting processes is essential for a manufacturing unit to respond effectively to severe competitiveness and increasing demand of quality product in the market. Optimization methods in metal cutting processes, considered to be a vital tool for continual improvement of output quality in products and processes include modelling of input-output and in-process parameters relationship and determination of optimal cutting conditions. However, determination of optimal cutting conditions through cost-effective mathematical models is a complex research endeavour, and over the years, the techniques of modelling and optimization have undergone substantial development and expansion. In this paper, the application potential of several modelling and optimization techniques in meta, cutting processes, classified under several criteria, has been critically appraised, and a generic framework for parameter optimization in metal cutting processes is suggested for the benefits of selection of an appropriate approach. (c) 2006 Elsevier Ltd. All rights reserved.
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