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首页> 外文期刊>The International Journal of Advanced Manufacturing Technology >Design of an analytic-hierarchy-process-based expert system for non-traditional machining process selection
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Design of an analytic-hierarchy-process-based expert system for non-traditional machining process selection

机译:非传统加工过程选择的基于层次分析法的专家系统设计

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摘要

The selection of a non-traditional machining (NTM) process is often observed to be a multi-criteria decision-making problem with conflicting and diverse objectives. This paper presents a systematic methodology for selecting the best or optimal non-traditional machining process under constrained material and machining conditions. The paper also includes the design of an analytic-hierarchy-process-based expert system with a graphical user interface to ease the decision-making process. The developed expert system relies on the priority values for different criteria and sub-criteria, as related to a specific non-traditional machining process selection problem. It also depends on the logic table to discover the non-traditional machining processes that lie in the acceptability zone, and then selects the optimal process having the highest acceptability index value. The proposed expert system can automate the selection of a non-traditional machining process and provide artificial intelligence in the multi-criteria decision-making process.
机译:通常,选择非传统加工(NTM)流程是一个多标准决策问题,目标相互冲突且目标多样。本文提出了一种系统的方法,用于在受限的材料和加工条件下选择最佳或最佳的非传统加工工艺。本文还包括基于分析层次结构过程的专家系统的设计,该系统具有图形用户界面,可简化决策过程。所开发的专家系统依赖于与特定非传统加工工艺选择问题相关的不同标准和子标准的优先级值。它还依赖于逻辑表来发现位于可接受范围内的非传统加工过程,然后选择具有最高可接受指数值的最佳过程。所提出的专家系统可以使非传统加工过程的选择自动化,并在多标准决策过程中提供人工智能。

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