A method for disturbance identification in power quality based on cross-attention fusion of temporal and spatial features
TY Liao, W Wang, Y Xing - Electric Power Systems Research, 2024 - Elsevier
The rapid growth of energy storage scale in power systems has posed higher demands on
the monitoring and classification of power quality disturbances (PQDs). Therefore, a method …
the monitoring and classification of power quality disturbances (PQDs). Therefore, a method …
A novel amalgamation of pre-processing technique and CNN model for accurate classification of power quality disturbances
This work presents an innovative framework that combines the recurrence plots (RP) method
with ResNet-50 (a convolutional neural network (CNN)) to autonomously extract relevant …
with ResNet-50 (a convolutional neural network (CNN)) to autonomously extract relevant …