Image Cognition-based Power Transformer Protection Scheme Using Convolutional Neural Network

Z Li, Z Jiao, A He - 2020 IEEE Power & Energy Society General …, 2020 - ieeexplore.ieee.org
A novel equivalent magnetization hysteresis (VI curve)-based transformer protection scheme
using convolutional neural network (CNN) is proposed in this paper. The characteristics of …

Analysis of Transformer Operation State Based on Multi-dimensional Data Joint Analysis

X Zhendong, L Shuang, X Shijia… - Journal of Physics …, 2020 - iopscience.iop.org
It is of great significance to accurate grasp the operating status of the power transformer and
to discover the latent faults existing in the transformer in a timely and effective manner …

Correlation based fault management for centralized protection and control

J Valtari - 2020 IEEE PES Innovative Smart Grid Technologies …, 2020 - ieeexplore.ieee.org
Fault management of the distribution network is today predominantly based on single point
measurements, which are processed in bay level protection and control relays. This …