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• W3087721000 abstract "Collision is one of the major accidents that put the safety of navigation at risk all the time. The effective monitoring on the geographical distribution of collision risk is conducive to reducing the chance of collision accidents. In this paper, a novel model intended for identifying the geographical distribution of collision risk in water area was proposed on the basis of radial distribution function in molecular dynamics. In this model, ship traffic and ships were converted into a molecular system. After being obtained using an analytical method, collision risk was generalized as distance to model the collision risk by radial distribution function. Finally, a space interpolation technique was applied to visualize the geographical distribution of collision risk. To validate the proposed model, the AIS data contained in Bohai Strait was used to conduct experiment. According to the experimental results, the map as obtained by the proposed model is capable to identify the geographical distribution of collision risk, and is advantageous over the traditional method in the instantaneity and accuracy of identification. Moreover, the proposed model can assist surveillance operators in the monitoring of collision risk and the improvement of work efficiency, thus enhancing the navigational safety in the water area." @default.
• W3087721000 created "2020-09-25" @default.
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• W3087721000 date "2020-12-01" @default.
• W3087721000 modified "2023-10-16" @default.
• W3087721000 title "A molecular dynamics approach for modeling the geographical distribution of ship collision risk" @default.
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• W3087721000 doi "https://doi.org/10.1016/j.oceaneng.2020.107991" @default.
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