Multi-agent coordination and uncertainty adaptation in deep learning-assisted hierarchical optimization for renewable-dominated distribution networks.

Sci Rep · 2026 · PMC12881368 · PMID 41530242

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a clear trendno p-value reported

The consistent numerical progression across all indicators reflects a clear trend toward adaptive intelligence–transforming static deterministic scheduling into a learning-driven, data-informed optimization paradigm.

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