Neural Network Ensemble Method and Its Application in DGA Fault Diagnosis of Power Transformer on the Basis of Active Diverse Learning
Neural Network Ensemble Method and Its Application in DGA Fault Diagnosis of Power Transformer on the Basis of Active Diverse Learning
W. Yao-nan
2010
3 Citations
TLDR
A learning algorithm by analyzing the error function of neural network ensembles, in which individual neural network was actively guided to learn diversity, which had higher accuracy than IEC method and BP network and more stable diagnostic performance than conventional ensemble methods, i.e., Bagging and Boosting.