Short-term offshore wind speed prediction model based on VMD-GDPSO-TCN-BiLSTM

Gang Chen; Xiaolong Li; Runfeng Zhang; Heng Zhang; Jie Han; Tongrui Zhang

doi:10.1016/j.oceaneng.2025.122518

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Short-term offshore wind speed prediction model based on VMD-GDPSO-TCN-BiLSTM

Gang Chen Xiaolong Li Runfeng Zhang Heng Zhang Jie Han Tongrui Zhang

Year: 2025 Journal: Ocean Engineering Vol: 341 Pages: 122518-122518 Publisher: Elsevier BV

DOI: 10.1016/j.oceaneng.2025.122518

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Keywords:

Term (time) Offshore wind power Marine engineering Submarine pipeline Wind speed Environmental science Meteorology Computer science Engineering Geology Oceanography Wind power Geography Physics Electrical engineering

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Energy Load and Power Forecasting

Physical Sciences → Engineering → Electrical and Electronic Engineering

Hydrological Forecasting Using AI

Physical Sciences → Environmental Science → Environmental Engineering

Solar Radiation and Photovoltaics

Physical Sciences → Computer Science → Artificial Intelligence

Short-term offshore wind speed prediction model based on VMD-GDPSO-TCN-BiLSTM

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