Principal Component Analysis for Fault Detection and Isolation in a DC-DC Buck Converter.
Cheikhna MahfoudhOthman NasriHajji OmessadJaleleddine Ben Hadj SlamaMamoudou NdongoPublished in: SSD (2021)
Keyphrases
- output voltage
- principal component analysis
- fault detection and isolation
- electronic circuits
- dc dc converter
- closed loop
- single phase
- matlab simulink
- dynamic response
- fault detection and diagnosis
- genetic algorithm
- induction motor
- control method
- covariance matrix
- dimensionality reduction
- feature extraction
- artificial intelligence
- industrial processes
- monitoring system
- dynamic characteristics
- fault diagnosis
- decision makers
- feature space
- neural network
- power electronics