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A review of optimization techniques in metal cutting processes

机译:金属切削工艺优化技术综述

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摘要

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 metal 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.
机译:在当今瞬息万变的制造业中,优化技术在金属切削工艺中的应用对于制造单位有效应对激烈的竞争和对市场对优质产品的需求不断增长至关重要。金属切削过程中的优化方法被认为是持续改善产品和过程中输出质量的重要工具,包括建模输入-输出和过程中参数之间的关系以及确定最佳切削条件。然而,通过具有成本效益的数学模型确定最佳切削条件是一项复杂的研究工作,并且多年来,建模和优化技术已经得到了实质性的发展和扩展。在本文中,已经对几种建模和优化技术在金属切削工艺中的应用潜力进行了严格的评估,这些技术根据几种标准进行了分类,并且为选择合适的方法带来了好处,建议了一种通用的金属切削工艺参数优化框架。 。

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