Maximized mutual information based non-Gaussian subspace projection method for quality relevant process monitoring and fault detection.
Junichi MoriJie YuPublished in: CDC (2013)
Keyphrases
- fault detection
- projection method
- industrial processes
- fault identification
- fault diagnosis
- linear projection
- failure detection
- fuel cell
- fault detection and diagnosis
- tennessee eastman
- mutual information
- fault localization
- neural network
- harmonic functions
- quality improvement
- condition monitoring
- quality assessment
- non stationary
- independent component analysis
- product quality
- high dimensional data
- dimensionality reduction
- feature extraction
- machine learning
- power plant
- low dimensional
- computational intelligence
- fault isolation
- case based reasoning
- image registration
- real time