@article {10992292, title = {Two-Stage Real-Time Carbon Emission Monitoring for Low-Carbon Power System Operation: A Graph Neural Network-Based Approach}, journal = {Protection and Control of Modern Power Systems}, volume = {10}, number = {3}, year = {2025}, pages = {166-183}, keywords = {Accuracy, Carbon Dioxide, Carbon emission flow (CEF), graph neural network, Graph neural networks, Load flow, low-carbon power system, Monitoring, Power demand, power systems, power transmission networks, Real-time systems, Topology, Training}, doi = {10.23919/PCMP.2023.000172}, author = {Zhu, Zixuan and Wang, Ruoheng and Bu, Siqi and Guglielmi, Roberto} }