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RETRACTED ARTICLE: Real-time congestion control using cascaded LSTM deep neural networks for deregulated power markets

Abstract In deregulated power markets (DPMs), transmission-line congestion has become more severe and frequent than in traditional power systems. This congestion hinders electricity markets from operating in normal competitive equilibrium. The independent system operator (ISO) is responsible for imp...

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Principais autores: G. Madhu Mohan, T. Anil Kumar, A. Srujana, Yasser Fouad, Alexey Mikhaylov, Kitmo, Ch. Rami Reddy
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2025-08-01
Series:Scientific Reports
Assuntos:
Congestion management
Long-term short memory
Deep neural network
Generation rescheduling
Optimization
Deregulation
Acceso en liña:https://doi.org/10.1038/s41598-025-14640-6
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