Insulation Faults Diagnosis of Power Transformer by Decision Tree with Fuzzy Logic.
Cheng-Kuo ChangJie ShanKuo-Chi ChangJeng-Shyang PanPublished in: ICGEC (2019)
Keyphrases
- fault diagnosis
- power transformers
- fuzzy logic
- partial discharge
- decision trees
- fault detection
- fault detection and diagnosis
- neural network
- expert systems
- multiple faults
- control system
- operating conditions
- computational intelligence
- fuzzy sets
- condition monitoring
- fault detection and isolation
- soft computing
- failure diagnosis
- genetic algorithm
- intelligent control
- fault identification
- artificial intelligence
- logistic regression
- decision tree induction
- back propagation
- high voltage
- decision making
- fuzzy reasoning
- naive bayes
- membership functions
- decision tree algorithm
- integrated circuit
- neural networks and genetic algorithms
- fuzzy rules
- machine learning algorithms
- random forest
- rule base
- predictive accuracy
- fuzzy logic controller
- fuzzy membership functions
- evolutionary computation
- real time
- decision tree learning
- decision tree classifiers
- machine learning
- fault isolation
- power plant
- fuzzy inference system
- model based diagnosis
- information gain
- classification models
- training data
- evolutionary algorithm