Root cause estimation of faults in production processes: a novel approach inspired by approximate Bayesian computation.
Yosuke OtsuboNaoya OtaniMegumi ChikasueMineyuki NishinoMasashi SugiyamaPublished in: Int. J. Prod. Res. (2023)
Keyphrases
- root cause
- production processes
- root cause analysis
- bayesian estimation
- production process
- efficient computation
- exact computation
- bayesian networks
- risk management
- markov random field prior
- gauss markov random fields
- fault diagnosis
- maximum likelihood
- posterior distribution
- bayesian inference
- posterior probability
- data model