A Fault Diagnosis Model of Power Transformers Based on Dissolved Gas Analysis Features Selection and Improved Krill Herd Algorithm Optimized Support Vector Machine.
Yiyi ZhangXin LiHanbo ZhengHuilu YaoJiefeng LiuChaohai ZhangHongbo PengJian JiaoPublished in: IEEE Access (2019)
Keyphrases
- power transformers
- fault diagnosis
- mathematical model
- k means
- support vector machine
- condition monitoring
- learning algorithm
- bp neural network
- feature vectors
- input data
- rbf neural network
- fuzzy logic
- expert systems
- support vector machine svm
- decision making
- extracted features
- fault detection
- bp algorithm
- neural network
- computational intelligence
- real time
- simulation model
- genetic algorithm
- data mining