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An adaptive real-time modular tidal level prediction mechanism based on EMD and Lipschitz quotients method
OCEAN ENGINEERINGYin, Jianchuan Wang, Huifeng Wang, Nini Wang, Xuegang  出版年:2023
Real-time prediction of tidal level is vital for on-the-spot activities such as marine transportation and ocean surveys. Aiming at the complex characteristics of nonlinearity, time-varying dynamics, and uncertainty gener...
An adaptive real-time ship roll motion prediction scheme based on two-stage multi-resolution decomposition
OCEAN ENGINEERINGYin, Jianchuan Wang, Nini Shu, Yaqing  出版年:2025
Real-time prediction of ship roll motion is crucial for enhancing marine safety and efficiency. To address the complex characteristics of ship roll dynamics, including nonlinearity, time-varying dynamics, and uncertainty...
A multi-dimensional data-driven ship roll prediction model based on VMD-PCA and IDBO-TCN-BiGRU-Attention
FRONTIERS IN MARINE SCIENCEWang, Huifeng Yin, Jianchuan Wang, Nini Wang, Lijun  出版年:2025
Introduction The motion of a ship at sea is complex. This motion is affected by environmental factors such as wind, waves, and currents. These factors cause the ship's movement to be nonlinear, dynamic, and uncertain. Su...
Maritime man-overboard search based on MOB-Detector with modulated deformable convolution and bi-directional feature fusion network
FRONTIERS IN MARINE SCIENCEXu, Guokang Yin, Jianchuan Zhang, Jinfeng Wang, Nini  出版年:2025
Introduction Maritime transport is vital for global trade and cultural exchange, yet it carries inherent risks, particularly accidents at sea. Drones are increasingly valuable in marine search missions. However, Unmanned...
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