Bayesian Nonlinear Gaussian Mixture Regression and its Application to Virtual Sensing for Multimode Industrial Processes.
Weiming ShaoZhiqiang GeLe YaoZhihuan SongPublished in: IEEE Trans Autom. Sci. Eng. (2020)
Keyphrases
- gaussian mixture
- industrial processes
- industrial process
- fault detection
- quality improvement
- mixtures of gaussians
- gaussian mixture model
- expectation maximization
- em algorithm
- closed form
- covariance matrix
- probability density function
- fault detection and isolation
- density estimation
- mixture model
- maximum likelihood
- gaussian density
- bayesian networks
- posterior distribution
- model selection
- gaussian densities
- statistical analysis
- generative model
- feature space