Online Open-Circuit Fault Diagnosis for Neutral Point Clamped Inverter Based on an Improved Convolutional Neural Network and Sample Amplification Method Under Varying Operating Conditions.
Haolan ShenXin TangYifei LuoFeng XieZenan ShiPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- fault diagnosis
- operating conditions
- multi sensor information fusion
- bp neural network
- neural network
- rbf neural network
- machine learning
- operating point
- control strategy
- test data
- steady state
- detection method
- support vector machine
- expert systems
- gas turbine
- convolutional neural network
- knowledge base
- face detection
- mathematical model
- fuzzy logic
- multi class
- pairwise
- fault detection
- training data