基于本体的FMEA知识共享方法及其在制造过程中的应用研究

Xiuxu Zhao, Y. Zhu
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引用次数: 12

摘要

失效模式与影响分析(FMEA)是保证制造过程有效性的重要方法,可以预防各种潜在失效的发生。通过对FMEA知识的积累和合理利用,可以为制造过程中的质量管理提供及时的决策支持,提高产品质量问题分析的效率。但是,由于缺乏统一的FMEA知识管理规范,使分散的FMEA知识无法整合到制造过程中。为了满足FMEA知识共享、重用和维护的需求,本文提出了基于本体的FMEA知识表示方法。FMEA知识本体的结构可以通过可视化建模工具统一建模语言来描述。为了满足制造过程中FMEA知识共享和重用的需要,本文建立了FMEA知识库,研究了FMEA知识的获取、存储和搜索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research of FMEA Knowledge Sharing Method Based on Ontology and the Application in Manufacturing Process
Failure Mode and Effect Analysis (FMEA) is an important method to ensure the effectiveness of manufacturing process, which can prevent the happening of various potential failure. If the knowledge of FMEA can be accumulated and utilized reasonably, the quality management in manufacturing process will get decision support timely, and the efficiency of product quality problem analysis also can be improved. But, it is impossible to integrate the dispersive FMEA knowledge in the manufacturing process because there is a lack of unified management criterion of FMEA knowledge. In order to satisfy the requirement to share, reuse, and maintain FMEA knowledge, the representation method of FMEA knowledge based on ontology is put forward in this study. The structure of FMEA knowledge ontology can be described via visual modeling tool- Unified Modeling Language. In this study, the FMEA repository has been built and the acquisition, storage and searching of FMEA knowledge has been researched to satisfy the need of sharing and reusing of the FMEA knowledge in the manufacturing process.
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