Smart Grids
PulseAugur coverage of Smart Grids — every cluster mentioning Smart Grids across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New AI framework boosts smart grid stability control
Researchers have developed a novel Federated Multi-Agent Proximal Policy Optimization framework with Physics-Grounded neighborhoods, named FedPPO-PG, to enhance transient stability control in smart grids. This approach …
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New AI model STGAT secures time integrity in energy IoT systems
A new research paper introduces STGAT, a Spatio-Temporal Graph Attention Network designed to enhance time integrity in energy IoT systems. This framework addresses vulnerabilities like clock drift, synchronization manip…
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Smart grids use spectral graph neural networks for faster outage detection
Researchers have developed a new framework for outage detection in smart grids using reinforcement learning combined with spectral graph neural networks. This approach aims to improve the speed and efficiency of power r…
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New backdoor attacks threaten AI fault detection in critical infrastructure
Researchers have detailed a new type of backdoor attack targeting machine learning models used for fault detection in cyber-physical systems. These attacks involve subtly poisoning the training data with specific patter…
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Graph foundation models boost smart grid power flow analysis
Researchers have developed a scalable heterogeneous graph neural network workflow, named HydraGNN, for optimal power flow (OPF) approximation in smart grids. This approach preserves the complex structure of power networ…