IEEE 118-bus system
PulseAugur coverage of IEEE 118-bus system — every cluster mentioning IEEE 118-bus system across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Deep neural network framework simplifies AC power flow contingency analysis
Researchers have developed a novel framework for AC power flow contingency analysis that utilizes a single deep neural network (DNN) to predict post-contingency operating states. This approach aims to reduce the computa…
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Unified GNN model solves multiple power system analysis tasks
Researchers have developed a novel Heterogeneous Residual Gated Graph Convolutional Network capable of solving multiple power system analysis problems with a single model. This unified approach addresses Power Flow (PF)…
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Machine learning model predicts cascading failures in power-communication networks
Researchers have developed a machine learning surrogate model to predict cascading failures in interdependent power and communication networks. This model uses gradient boosting to achieve high correlation with a high-f…
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AI advances improve power flow calculations and feasibility assessment · 2 sources tracked
Researchers have developed two novel AI approaches for power flow calculations in electrical grids. One method, In-Context Whitening (ICW), uses a gradient-free technique to adapt machine-learned surrogates to network t…
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Physics-informed neural network enhances power system security against data attacks
Researchers have developed a new Physics-Informed Neural Network (PINN) designed to enhance the security of power system state estimation against false data injection attacks. This model integrates power-flow consistenc…