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Rule-Based Reasoning Opportunistic Maintenance Scheme Generation Technology

  • Xin Jiang
  • , Chuan Lv
  • , Yu Fan
  • , Wan Lan*
  • *Corresponding author for this work
  • Beihang University
  • CAS - National Space Science Center

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

Abstract

To address the challenges of coordinating multicomponent maintenance in complex systems, this paper proposes a rule-based reasoning approach for generating opportunistic maintenance strategies. The method integrates a fact feature set, a structured IF-THEN rule base, and inference mechanisms for single and multiple events. Opportunistic maintenance is embedded into the reasoning process through predefined rules that identify maintenance opportunities based on state proximity, resource availability, and task window alignment. The approach enhances interpretability and adaptability, offering an efficient path toward intelligent maintenance decision-making.

Original languageEnglish
Title of host publicationProceedings - 2025 16th International Conference on Reliability, Maintainability and Safety, ICRMS 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages805-810
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

  • decision architecture
  • maintenance decision
  • opportunistic maintenance
  • rule-based reasoning

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