Expert system dedicated to condition-based maintenance based on a knowledge graph approach: Application to an aeronautic system
作者:
Highlights:
• Proposition of an Expert System solution based on a Heterogeneous Information Network
• Application to Condition-Based Maintenance on complex systems
• Design of probabilistic rules based on Weibull models to identify failed equipment
• Experiment on an aircraft system with diagnosis performance analysis.
摘要
•Proposition of an Expert System solution based on a Heterogeneous Information Network•Application to Condition-Based Maintenance on complex systems•Design of probabilistic rules based on Weibull models to identify failed equipment•Experiment on an aircraft system with diagnosis performance analysis.
论文关键词:CBM,Expert System,Knowledge graph
论文评审过程:Received 28 August 2020, Revised 9 July 2021, Accepted 11 August 2021, Available online 19 August 2021, Version of Record 1 September 2021.
论文官网地址:https://doi.org/10.1016/j.eswa.2021.115767