A Bayesian network-based approach for fault analysis

作者：

Highlights：

• An effective fault analysis method based on gathered sensor data is required.

• A Bayesian network based approach for fault analysis is proposed.

• Fault identification, inference, and sensitivity analysis methods are developed.

• It will provide useful guidance for plant maintenance experts.

摘要

•An effective fault analysis method based on gathered sensor data is required.•A Bayesian network based approach for fault analysis is proposed.•Fault identification, inference, and sensitivity analysis methods are developed.•It will provide useful guidance for plant maintenance experts.

论文关键词：Condition-based maintenance,Bayesian network,Fault identification,Fault inference,Sensitivity analysis

论文评审过程：Received 17 October 2016, Revised 7 February 2017, Accepted 24 March 2017, Available online 30 March 2017, Version of Record 5 April 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.03.056