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Multi Objective Optimization in Machining Operations

机译:加工操作中的多目标优化

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Process Planning activities are significantly based on experience and technical skill. In spite of the great efforts made for planning automation, this activity continues being made in manual form. Process Planning activities are significantly based on experience and technical skills. The advent of the CAM systems (Computer Aided Manufacturing) has partially close the gap left between the Automated Design and Manufacture. Meanwhile, a great dose of manual work still exists and investigation in this area is still necessary. This paper presents the application of a multi objective genetic algorithm for the definition of the optimal cutting parameters. The objective functions consider the production rate and production cost in turning operations. The obtained Pareto front is compared to high efficiency cutting range. This paper also describes one application of the developed mechanism using an example.
机译:流程计划活动很大程度上取决于经验和技术技能。尽管在计划自动化方面付出了巨大的努力,但这项活动仍以手动形式进行。流程计划活动主要基于经验和技术技能。 CAM系统(计算机辅助制造)的出现部分地弥补了自动化设计和制造之间的空白。同时,仍然存在大量的体力劳动,并且仍然需要对该领域进行调查。本文介绍了多目标遗传算法在定义最佳切削参数中的应用。目标函数考虑车削操作中的生产率和生产成本。将获得的帕累托锋线与高效切割范围进行比较。本文还通过示例描述了所开发机制的一种应用。

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