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首页> 外文期刊>International Journal of Production Research >Knowledge-based expert system in manufacturing planning: state-of-the-art review
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Knowledge-based expert system in manufacturing planning: state-of-the-art review

机译：制造规划知识的专家系统：最先进的评论

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摘要

In this paper, an effort has been made for intense review on Knowledge-Based Expert System (KB-ES) applications in manufacturing planning. Uniqueness of the present review work is addressed in terms of analysis on published review articles and their review gap. Research works exemplified between 1981 and 2016 were reviewed in terms of ES application in handling product variety, execution of process planning activities, machining, tool selection, tool design, welding, advanced manufacturing, product development. A statistical analysis was carried out in relation with number of publications, domain-specific area and their percentage contribution. It was inferred that, most of the work focused on ES applications related to tool design and machining apart from execution of various process planning activities. Future research can focus on the development frame-based, object oriented-based, ontology-based knowledge representation in order to develop robust system in decision-making for handling complex engineering problem. ES applications can be extended to field of micro fabrication, machine tool development and integrated system development from design to manufacturing.
机译：在本文中，已经努力对制造规划中基于知识的专家系统（KB-ES）应用的强烈审查。本审查工作的独特性在发布的审查文章及其审查差距分析方面得到了解决。 1981年至2016年间审查了研究作品，在es申请方面进行了审查，在处理产品种类，执行流程规划活动，加工，工具选择，工具设计，焊接，先进制造，产品开发方面。统计分析与出版物数量，特定于域的区域及其百分比贡献进行了统计学分析。推断，大多数工作都集中在与刀具设计和加工相关的ES应用程序，除了执行各种过程规划活动。未来的研究可以专注于基于开发帧，面向对象的本体的知识表示，以便在处理复杂工程问题的决策中制定鲁棒系统。 ES应用可以扩展到微观制造，机床开发和集成系统开发的领域，从设计到制造。

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