A Novel Convolutional Neural Network-Based Approach for Fault Classification in Photovoltaic Arrays.
Farkhanda AzizAzhar Ul-HaqShahzor AhmadYousef MahmoudMarium JalalUsman AliPublished in: IEEE Access (2020)
Keyphrases
- convolutional neural network
- pattern recognition
- classification scheme
- automatic classification
- classification accuracy
- face detection
- benchmark datasets
- machine learning algorithms
- feature vectors
- classification algorithm
- support vector machine svm
- neural network
- fault diagnosis
- support vector
- classification models
- pattern classification
- classification method
- decision rules
- class labels
- decision trees
- classification systems
- classification process
- supervised learning
- multi class
- machine learning
- feature space
- expert systems
- unsupervised learning
- image classification
- training set