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Statistical Foundations of Generative AI for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions

With the rapid advancement of deep learning, generative artificial intelligence (Gen-AI) has emerged as a powerful tool, unlocking new prospects in the power systems sector. Despite the evident success of these methods and the rapid growth of this field in the power systems community, there is still...

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Furkejuvvon:
Váldodahkkit: Elinor Ginzburg-Ganz, Eden Dina Horodi, Omar Shadafny, Uri Savir, Ram Machlev, Yoash Levron
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2025-05-01
Ráidu:Energies
Fáttát:
generative models
power systems
optimal control
uncertainty quantification
evaluation metrics
smart grids
Liŋkkat:https://www.mdpi.com/1996-1073/18/10/2461
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