Search Results for author: XinHang Luo

Found 2 papers, 1 papers with code

Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations

no code implementations29 May 2024 Zongbao Zhang, Jiao Hao, Wenmeng Zhao, Yan Liu, Yaohui Huang, XinHang Luo

The primary challenge in achieving precise load forecasting for EVCS lies in accounting for the nonlinear of charging behaviors, the spatial interactions among different stations, and the intricate temporal variations in usage patterns.

Graph Neural Network Load Forecasting

Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning

1 code implementation18 Sep 2021 Liwen Zou, XinHang Luo, Delu Zeng, Liming Ling, Li-Chen Zhao

Weak Gaussian perturbations on a plane wave background could trigger lots of rogue waves, due to modulational instability.

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