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Risks analysis and countermeasures research of merchant fishing vessels collision accidents based on LLM and GRAA | Synapse
March 3, 2026
Risks analysis and countermeasures research of merchant fishing vessels collision accidents based on LLM and GRAA
XW
Xueman Wang
Wuhan University of Technology
XX
Xiao Xinping
Wuhan University of Technology
MG
Mingyun Gao
Central China Normal University
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Key Points
Collision accidents among merchant fishing vessels pose significant risks, impacting safety and operations.
Utilizing LLM and GRAA, identified key risk factors can reduce the likelihood of collisions.
Observational analysis focused on collision incidents and the effectiveness of countermeasures in maritime navigation.
This study highlights the need for improved safety measures to prevent maritime accidents in fishing sectors.
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Wang et al. (Sat,) studied this question.
synapsesocial.com/papers/69a75e82c6e9836116a292fb
https://doi.org/https://doi.org/10.1016/j.ins.2026.123167