Fault Diagnosis of Power Systems Using Visualized Similarity Images and Improved Convolution Neural Networks

Fault diagnosis is important to stable operation of power systems, and the machine-learning-based fault-diagnosis models were widely studied because of their strong generalization ability. However, the model structures are generally designed according to the topology of power systems. Once there are changes in topology, the system fault characteristics might change, and the models structure and pa...