yingzhangis's Projects
Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
This is a repository for our recent work "Graph-Attention Deep Reinforcement Learning for Post-Contingency Grid Emergency Voltage Control". More files will be uploaded once officially approved.
physics-guided neural networks (phygnn)
This repository provides MATLAB scripts that construct the bus admittance matrix for several multi-phase distribution networks and computes the load-flow solution via the Z-Bus method.
This set of MATLAB codes numerically verify that the Z-Bus method is a contraction mapping on IEEE distribution test networks. Additionally, the Z-Bus load-flow and the Forward-backward sweep load-flow are also implemented.