Fault Detection in the Tennessee Eastman Benchmark Process Using Principal Component Difference Based on K-Nearest Neighbors.
Cheng ZhangQingxiu GuoYuan LiPublished in: IEEE Access (2020)
Keyphrases
- tennessee eastman
- fault detection
- chemical process
- industrial processes
- k nearest neighbor
- principal components
- knn
- fault diagnosis
- fault identification
- power plant
- nearest neighbor
- fault detection and diagnosis
- machine learning
- input space
- neural network
- soft computing
- principal component analysis
- case based reasoning
- management system
- association rules
- pattern recognition
- genetic algorithm
- fuel cell
- robust fault detection