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Ontology and Meta-Model Based Maintenance Process Modeling

  • Yan Zhang
  • , Dong Zhou*
  • , Ziyue Guo
  • , Qidi Zhou
  • , Yuchen Bai
  • , Yunbo Li
  • , Qingtian Yang
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

To address the issues of fragmented knowledge systems and the lack of standardized representation and application in current maintenance process modeling, this paper proposes a maintenance process modeling method based on ontology and meta-model. Firstly, by constructing a Maintenance Process Concept Ontology (MPCO), it systematically integrates knowledge concepts and semantic relationships within maintenance process, resolving problems of dispersed knowledge and inconsistent semantic expression. Secondly, based on MPCO, elements and relationships of the maintenance process meta-model are defined to establish a highlevel reference framework. Further, the SysML stereotype mechanism is extended to develop domain-specific stereotypes for maintenance processes, enabling SysML-based maintenance process modeling. Finally, through ontology reasoning technology, reasoning rules are formulated to verify and supplement potential logical relationships in model instances, thereby enhancing model rationality.

Original languageEnglish
Title of host publicationProceedings - 2025 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages745-750
Number of pages6
ISBN (Electronic)9798331535131
DOIs
StatePublished - 2025
Event16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025 - Shanghai, China
Duration: 27 Jul 202530 Jul 2025

Publication series

NameProceedings - 2025 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025

Conference

Conference16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
Country/TerritoryChina
CityShanghai
Period27/07/2530/07/25

Keywords

  • maintenance process modeling
  • metamodel
  • ontology construction
  • ontology reasoning
  • SysML stereotype

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