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