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Author

M. Li

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Open access Aug 2026

Construction and Analysis of a Markov Chain-Based Quantification Model for Power System Regulation Capability

With the large-scale integration of renewable energy, power system regulation capability faces severe challenges in maintaining operational balance, electromagnetic stability, and reliable interaction among power-electronic interfaces. This paper proposes a Markov chain-based quantification model for power system regul...

R. Ma, M. Li, Y. Wang 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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