Research on Series Arc Fault Detection Method Based on the Combination of Load Recognition and MLP-SVM.
Nengqi WuMingyi PengJiaju WangHonglei WangQiwei LuMingzhe WuHanning ZhangFanfan NiPublished in: IEEE Access (2024)
Keyphrases
- detection method
- region detection
- face detection
- support vector machine svm
- detection algorithm
- recognition rate
- support vector machine
- multi layer perceptron
- support vector
- feature detection
- fault diagnosis
- multilayer perceptron
- neural network
- fault detection
- object recognition
- radial basis function
- feature extraction
- knn
- artificial neural networks
- pattern recognition
- training data
- feature vectors
- character recognition
- generalization ability
- feature space
- saliency detection
- support vector data description
- linear combination
- multi class
- training set
- combining multiple
- highest accuracy