Deep Learning for Power System Applications

Deep Learning for Power System Applications

Case Studies Linking Artificial Intelligence and Power Systems

Du, Yan; Li, Fangxing

Springer International Publishing AG

11/2024

101

Mole

9783031453595

15 a 20 dias

Descrição não disponível.
Introduction-A Brief History of Deep Learning and Its Applications in Power Systems.- Deep Neural Network for Microgrid Management.- Deep Convolutional Neural Network for Power System N-1 Contingency Screening and Cascading Outage Screening.- Intelligent Multi-zone Residential HVAC Control Strategy Based on Deep Reinforcement Learning.- Summary and Future Works.
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Deep learning;Deep neural network;Convolutional neural network;Deep reinforcement learning;Deep deterministic policy gradient;AlphaGo;Power systems;Security screening;Cascading failure;Demand response;Microgrid