A Risk-Based Approach to Prognostics and Health Management Combining Bayesian Networks and Continuous-Time Bayesian Networks.
Jordan SchupbachElliott PryorKyle WebsterJohn SheppardPublished in: IEEE Instrum. Meas. Mag. (2023)
Keyphrases
- health management
- bayesian networks
- continuous time bayesian networks
- engineering systems
- markov processes
- conditional probabilities
- variational approximation
- stochastic processes
- data driven approaches
- neural network
- finite state
- computational intelligence
- exact inference
- dynamic bayesian networks
- artificial neural networks
- engineering problems
- structure learning
- combining multiple
- markov networks
- incomplete data
- posterior probability
- random variables
- maximum likelihood