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Open access Aug 2026

An MT-Transformer Framework for Coordinated Wind-Solar-Load Forecasting with Net-Load-Based Coal-Power Regulation Demand Identification

Findings confirm that the proposed MT-Transformer framework improves coordinated forecasting performance and provides quantitative evidence for coal-power peak regulation, reserve capacity allocation, and ancillary service demand identification.

Meng Huang, Lei Wang, Teng Luo et al. · 0 citations
Open access Aug 2026

Long Short-Term Memory Network and Graph Embedding to Analyze Distributed Photovoltaic Output Characteristics

A hybrid spatiotemporal prediction framework integrating an improved Long Short-Term Memory (LSTM) network with dynamic graph embedding for deep feature mining and coordinated forecasting and offers methodological support for intelligent electromagnetic energy management and resilient smart power systems is proposed.

S. Wan, J. Tan, Teng Luo et al. · 0 citations

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