IEEE-14 bus system
PulseAugur coverage of IEEE-14 bus system — every cluster mentioning IEEE-14 bus system across labs, papers, and developer communities, ranked by signal.
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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 enhances power system security classification
Researchers have developed a machine learning approach to enhance power system security by classifying contingency scenarios. The study utilized algorithms like Random Forest, Support Vector Machines, and K-Nearest Neig…
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New Physics-Informed Neural Network Framework for Quantum Graphs Developed
Researchers have developed QGPINNs, a novel physics-informed neural network framework built with PyTorch for solving nonlocal differential equations on quantum graphs. This framework integrates governing equations, init…
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New AI framework enhances power system stability assessment
Researchers have developed an event-structured physics-informed neural network (ES-PINN) designed to improve transient-stability assessment in power systems. This new framework aligns its representation with pre-fault, …