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Shou-Heng Sun

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#reinforcement learning Open access Oct 2026

A fast risk assessment method for power balance under extreme weather conditions based on deep reinforcement learning with a coupled attention mechanism

Even if persistent stagnant weather does not directly damage power grid equipment, it may lead to prolonged insufficient output of renewable energy sources and further trigger power balance risks. This paper proposes a rapid risk assessment framework that comprehensively incorporates meteorological sensitivity models,...

Hang Wang, Shou-Heng Sun, Yi-Ming Li et al. · 0 citations

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