Fault diagnosis for PV arrays considering dust impact based on transformed graphical feature of characteristic curves and convolutional neural network with CBAM modules.
Jiaqi QuLu WeiQiang SunHamidreza ZareipourZheng QianPublished in: CoRR (2023)
Keyphrases
- fault diagnosis
- convolutional neural network
- neural network
- expert systems
- fault detection
- chemical process
- fault detection and diagnosis
- bp neural network
- multiple faults
- face detection
- fuzzy logic
- operating conditions
- electronic equipment
- rbf neural network
- rotating machinery
- fault identification
- monitoring and fault diagnosis
- gas turbine
- analog circuits
- failure diagnosis
- condition monitoring
- power transformers
- industrial systems
- power plant
- feature set
- feature vectors
- electrical power systems
- multi sensor information fusion
- knowledge base
- computer vision