An enhanced 1-D convolutional neural network (1D-CNN)-based fault diagnosis method is proposed. The method begins with the acquisition of fault data, including three-phase voltages on the dc side and ...

Convolutional Neural Networks (CNNs) have been applied effectively to classify high to medium-resolution imageries, especially for local scale land cover mapping, and attained high accuracy by ...