A Core Industrial Maintenance Ontology Development Process

Leila Zemmouchi-Ghomari, Badreddine Midoune, Nadhir Djamiai
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Abstract

Operational safety is at the center of all companies' concerns because increasing productivity is the top priority. Moreover, the high cost of breakdowns invests in a maintenance strategy, one of the most critical aspects of a manufacturing system. In the digital age, e-maintenance platforms can interoperate technically but fail to achieve semantic interoperability. The results are ambiguities and misunderstandings that can lead to equipment shutdowns or inefficient use of material resources. However, as formal knowledge specifications, ontologies have successfully integrated heterogeneous systems for some time. Therefore, the authors developed a core industrial maintenance ontology that is both generic and capable of extending and refining to meet semantic information repository requirements. Ontologies can unite and merge different datasets without adapting new ontologies. Only the core ontology needs to be modified according to the new semantics. A detailed description of the development process is provided, beginning with the definition of requirements and ending with the evaluation.
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核心工业维护本体开发流程
操作安全是所有公司关注的中心,因为提高生产率是头等大事。此外,故障的高成本投资于维护策略,这是制造系统最关键的方面之一。在数字时代,电子维修平台可以实现技术上的互操作,但无法实现语义上的互操作。其结果是模棱两可和误解,可能导致设备关闭或材料资源的低效使用。然而,作为正式的知识规范,本体已经成功地集成了异构系统一段时间了。因此,作者开发了一个核心工业维护本体,它既通用又能够扩展和精炼,以满足语义信息存储库的需求。本体可以统一和合并不同的数据集,而无需采用新的本体。只有核心本体需要根据新的语义进行修改。提供了开发过程的详细描述,从需求定义开始,以评估结束。
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