Spatial-temporal ship pollution distribution exploitation and harbor environmental impact analysis via large-scale AIS data

X Chen, S Dou, T Song, H Wu, Y Sun… - Journal of Marine Science …, 2024 - mdpi.com
Ship pollution emissions have attracted increasing attention in the maritime field due to the
massive growth of maritime traffic activities. It is important to identify the ship emissions (SEs) …

Selection model of chemical tanker ships for cargo types using fuzzy AHP and fuzzy TOPSIS

OH ARICAN, EGE KARA - Regional Studies in Marine Science, 2024 - Elsevier
There are many chemical tanker ships on the market with very different characteristics.
However, their operational performance for cargo types remains uncertain. Also, it is unclear …

[HTML][HTML] Enhancing short-term vessel trajectory prediction with clustering for heterogeneous and multi-modal movement patterns

MM Alam, G Spadon, M Etemad, L Torgo, E Milios - Ocean Engineering, 2024 - Elsevier
Predicting vessel trajectories is crucial for enhancing situational awareness and preventing
collisions at sea. However, achieving accurate and efficient predictions is challenging due to …

A CNNGRU-MHA method for ship trajectory prediction based on marine fusion data

J Bi, M Gao, K Bao, W Zhang, X Zhang, H Cheng - Ocean Engineering, 2024 - Elsevier
Predicting ship trajectories is significant for early warning of potential collision and reducing
the probability of marine accidents. Previously, multi-ship trajectories prediction methods …

Advancing ship trajectory prediction: Integrating deep learning with enhanced reference trajectory correction techniques

X Li, C Liu, J Li, L Zhao, Z Du - Ocean Engineering, 2024 - Elsevier
Ship trajectory prediction is crucial for maritime trade and navigational safety. In this paper,
we present a deep learning (DL) based trajectory prediction framework that can exploit the …

A novel regional ship collision risk assessment framework for multi-ship encounters in complex waters

C Huang, X Wang, H Wang, J Kong, J Zhou - Ocean Engineering, 2024 - Elsevier
To address the issue of precisely quantifying ship collision risk and identifying collision
hotspots in complex waters, this study proposed a regional ship collision risk assessment …

Path-planning algorithm based on elastic force contractions for autonomous navigation of unmanned container ships in waterborne transportation

Z Wang, P Yang, D Gao, C Bao - Ocean Engineering, 2024 - Elsevier
Using unmanned container ships (UCSs) to reduce the environmental impact and cost of
waterborne cargo transportation has become a prominent topic in maritime research. This …

A hybrid speed optimization strategy based coordinated scheduling between AGVs and yard cranes in U-shaped container terminal

M Ma, F Yu, T **e, Y Yang - Computers & Industrial Engineering, 2024 - Elsevier
In automated container terminals, the uninterrupted operation of the yard crane is crucial to
guarantee the working efficiency of the terminal. The interaction efficiency between …

Model Predictive Control for Trajectory Planning Considering Constraints on Vertical Load Variation

H Zhang, J Yao, S Tian - Electronics, 2024 - mdpi.com
To address the issue of centrifugal force affecting the vertical load during the stability and
trajectory planning of autonomous vehicles during high-speed cornering and obstacle …

Accident black spot clustering oriented maritime search and rescue resource allocation and optimization

Y Sun, CY Hou, XQ Chen, Y Wang, L Dai… - Frontiers in Marine …, 2024 - frontiersin.org
Efficient and rapid deployment of maritime search and rescue (MSAR) resources is a
prerequisite for maritime emergency search and rescue, in order to improve the efficiency …