Bayesian-optimized Gaussian process-based fault classification in industrial processes.
Nour BashaCostas KravarisHazem N. NounouMohamed N. NounouPublished in: Comput. Chem. Eng. (2023)
Keyphrases
- gaussian process
- industrial processes
- gaussian processes
- fault detection
- model selection
- gaussian process classification
- fault detection and isolation
- regression model
- kernel logistic regression
- gaussian process regression
- hyperparameters
- bayesian methods
- marginal likelihood
- fault diagnosis
- decision trees
- bayesian framework
- expectation propagation
- cross validation
- latent variables
- machine learning
- approximate inference
- gaussian process models
- feature space
- bayesian networks
- training set
- fully bayesian
- posterior distribution
- maximum likelihood
- control system
- quality improvement
- artificial neural networks