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Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing

机译:CNC机器多通道转动的多目标切割参数优化模型可持续制造

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摘要

Sustainable manufacturing has grown widely owing to recent environmental issues. This study aims to develop a multi-objective multi-pass turning optimization model to determine the optimal cutting parameters, including spindle rotation speed, feed rate, depth of cut, and number of roughing passes. The optimization model considers several criteria in the key metrics of sustainable manufacturing, i.e., energy consumption, carbon emissions, production time, and production cost. A numerical example is provided to show the application of the model, including sensitivity analysis, to study the effects of several cutting parameters on the objective functions. The model can be used by manufacturing industries to improve their manufacturing process efficiency and simultaneously produce products that support sustainable manufacturing.
机译:由于最近的环境问题,可持续制造业已广泛发展。本研究旨在开发多目标多通转向优化模型,以确定最佳切削参数,包括主轴转速,进料速度,切割深度和粗加工通行证的数量。优化模型考虑可持续制造,即能耗,碳排放,生产时间和生产成本的关键指标标准。提供了一个数值示例以显示模型的应用,包括灵敏度分析,研究几种切割参数对客观函数的影响。该模型可由制造业使用,以提高其制造工艺效率,同时生产支持可持续制造的产品。

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