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Yun-Long Liu

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Conference Aug 2026

A Horizon-Aware Hybrid Time-Frequency Framework for Direct Multi-Step Hourly Electricity Demand Forecasting

In this paper, a horizon-aware time-frequency hybrid direct multi-step prediction framework is presented for hourly-level power data. First, the original signal is denoised using adaptive noise-complete set empirical mode decomposition (CEEMDAN), and then time-frequency fused features are constructed using short-time F...

Bei Ren, Zhi-Yi Song, Zhen-Yun Liang et al. · 0 citations

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