Principal Component Analysis-Based Ensemble Detector for Incipient Faults in Dynamic Processes.
Decheng LiuJun ShangMaoyin ChenPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- principal component analysis
- fault detection
- industrial processes
- dynamic environments
- fault detection and isolation
- dynamic aspects
- dimensionality reduction
- fault diagnosis
- random forest
- principal components
- covariance matrix
- neural network
- detection algorithm
- face images
- discriminant analysis
- training set
- ensemble methods
- feature space
- training data
- condition monitoring
- face recognition
- decision trees
- multiple faults
- learning algorithm