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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xiaolong Cheng

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Open access Sep 2026

Ultra-short-term photovoltaic power forecasting based on CEEMDAN-VMD and BiTGRU-ACGN fusion

Photovoltaic (PV) power forecasting is of great significance for ensuring the safe and stable operation of power systems. In response to the nonlinearity of PV power time series and their complex local and global temporal correlations, this study proposes an ultra-short-term forecasting framework based on complete ense...

Shu-Mei Zhang, Zhi-Wen Wang, Hao-Xu Wang et al. · 0 citations
Sep 2026

TWZA-MVTFSF: A novel short-term photovoltaic power forecasting model

Photovoltaic (PV) power generation is affected by meteorological and geographical factors, displaying volatility, nonlinearity, and characteristics across multiple timescales. Accurate short-term forecasting of PV power is essential for enhancing PV resource utilization in the power grid and maintaining the quality of...

Wan-Nian Wei, Zhi-Wen Wang, Hao-Xu Wang et al. · 0 citations

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