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Aiping Jiao

North China University of Water Resources and Electric Power

China

  • North China University of Water Resources and Electric Power

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PG-MTSF: A physics-guided multi-time-scale forecasting framework for nonstationarity-aware regulating gate opening prediction

Number of pages: 65 Posted: 27 May 2026
Aiping Jiao, jiaxian wang, Xinyong Xu, Xiaonan Chen, Ruochen Cao, Xiangtian Nie, Xianliang Liu, Li Jiang, Ran Duan and Qingchang Guo
North China University of Water Resources and Electric Power, North China University of Water Resources and Electric Power, North China University of Water Resources and Electric Power, affiliation not provided to SSRN, Taiyuan University of Technology, affiliation not provided to SSRN, North China University of Water Resources and Electric Power, North China University of Water Resources and Electric Power, North China University of Water Resources and Electric Power and North China University of Water Resources and Electric Power
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Abstract:

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Gate opening prediction, Nonstationary time series, Physics-guided forecasting, Multi-time-scale modeling, South-to-North Water Diversion