Author

M. S. Song

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Open access Aug 2026

Electricity Spot Market Clearing Price Prediction Model: Algorithm Research and Application Based on Time Series Analysis

A time-series prediction algorithm integrating fractal analysis and deep learning to capture both long-term memory characteristics and local abrupt variations in electricity price sequences and provides an effective decisionsupport tool for intelligent energy management.

M. S. Song, Chang-Song Su, Guang-Mang Gao et al. · Advanced Electromagnetics · 0 citations

Review Open access Aug 2026

Application and Comparative Study of Time Series Analysis Algorithms in New Energy Forecasting

The intermittent and volatile characteristics of new energy generation, together with the increasing demand for stable power supply in intelligent industrial systems, make accurate forecasting a critical issue for grid dispatch and electromagnetic energy management. This study systematically reviews the technological e...

M. S. Song, C. Yang, Z. Heng et al. · Advanced Electromagnetics · 0 citations