F2G: A hybrid fault-function graphical model for reliability analysis of complex equipment with coupled faults.
Rongxi WangYufan LiJinjin XuZhen WangJianmin GaoPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- graphical models
- reliability analysis
- fault diagnosis
- fault detection
- belief propagation
- random variables
- probabilistic model
- probabilistic graphical models
- fault tree
- probabilistic inference
- approximate inference
- conditional random fields
- fault model
- structure learning
- markov networks
- bayesian networks
- factor graphs
- condition monitoring
- conditional independence
- exact inference
- map inference
- conditional dependencies
- neural network
- belief networks
- undirected graphical models
- gaussian graphical models