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Qian-Yu Zhao

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Open access Aug 2026

Cloud Map Multi-Feature Extraction for Ultra-Short-Term Photovoltaic Power Forecasting

To address the reduced accuracy of photovoltaic power forecasting caused by the fluctuating characteristics of ultra-short-term photovoltaic output, this paper proposes an ultra-short-term photovoltaic power forecasting method that integrates static and dynamic features extracted from ground-based cloud images with dee...

Na Zhang, Dian-Ting Guo, Qian-Yu Zhao et al. · 0 citations

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