KPCS-kNN based fault detection for batch processes.
Xiaoping GuoJie YuanYuan LiPublished in: ICMLC (2013)
Keyphrases
- pattern recognition
- knn
- fault detection
- industrial processes
- k nearest neighbor
- neural network
- fault diagnosis
- nearest neighbor
- fault identification
- k nearest neighbour
- distance function
- text categorization
- machine learning
- fault detection and diagnosis
- classification algorithm
- text classification
- tennessee eastman
- condition monitoring
- fuel cell
- fault localization
- failure detection
- knn algorithm
- robust fault detection
- similarity search
- support vector machine
- knn classifier
- classification method
- feature selection
- power plant
- decision trees
- k nearest
- data points
- feature vectors
- shows significant improvements
- hierarchical document clustering