Pattern Recognition of Partial Discharge Faults in Switchgear Using a Back Propagation Neural Network Optimized by an Improved Mantis Search Algorithm.
Zhangjun FeiYiying LiShiyou YangPublished in: Sensors (2024)
Keyphrases
- back propagation neural network
- partial discharge
- pattern recognition
- search algorithm
- neural network
- fault diagnosis
- high voltage
- self organizing maps
- power transformers
- fault detection
- hybrid model
- search space
- image processing
- artificial neural networks
- neural network model
- support vector regression
- prediction model
- pattern classification
- normal operation
- machine learning
- bp neural network
- support vector machine svm
- dimensionality reduction
- feature extraction
- multilayer perceptron
- tabu search
- rbf network
- model based diagnosis
- fuzzy logic