Ship collision avoidance methods: State-of-the-art

Y Huang, L Chen, P Chen, RR Negenborn… - Safety science, 2020 - Elsevier
Collision prevention is critical for navigation safety at sea. At early ages, researchers aimed
at developing navigational assistance systems for enhancing situational awareness of …

[HTML][HTML] The impact of shipping 4.0 on controlling shipping accidents: A systematic literature review

A Sepehri, HR Vandchali, AW Siddiqui, J Montewka - Ocean engineering, 2022 - Elsevier
Maritime shipping, with a significant role in global trade, confronts various accidents leading
to loss of lives, properties, and the environment. Shipping 4.0 technologies are scaling up to …

[HTML][HTML] A big data analytics method for the evaluation of ship-ship collision risk reflecting hydrometeorological conditions

M Zhang, J Montewka, T Manderbacka, P Kujala… - Reliability Engineering & …, 2021 - Elsevier
This paper presents a big data analytics method for the evaluation of ship-ship collision risk
in real operational conditions. The approach makes use of big data from Automatic …

A predictive analytics method for maritime traffic flow complexity estimation in inland waterways

M Zhang, D Zhang, S Fu, P Kujala, S Hirdaris - Reliability Engineering & …, 2022 - Elsevier
Maritime traffic flow complexity is the factor that presents in most existing maritime safety
analysis methods. It is considered as one of the main influencing factors affecting maritime …

STMGCN: Mobile edge computing-empowered vessel trajectory prediction using spatio-temporal multigraph convolutional network

RW Liu, M Liang, J Nie, Y Yuan, Z Xiong… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The revolutionary advances in machine learning and data mining techniques have
contributed greatly to the rapid developments of maritime Internet of Things (IoT). In maritime …

Ship path planning based on safety potential field in inland rivers

L Gan, Z Yan, L Zhang, K Liu, Y Zheng, C Zhou… - Ocean Engineering, 2022 - Elsevier
With the growth of the shipping trade, inland water traffic is getting more prosperous than
ever. Meanwhile, the shipping risk in inland rivers increases gradually. In this paper, a path …

Validation of risk analysis for ship collision in narrow waters by using fuzzy Bayesian networks approach

M Aydin, E Akyuz, O Turan, O Arslan - Ocean Engineering, 2021 - Elsevier
Risk analysis is regarded as one of the most critical research topics in maritime industry due
to the nature of work. Validation of risk analysis is a significant challenge for safety …

[HTML][HTML] A dual linear autoencoder approach for vessel trajectory prediction using historical AIS data

B Murray, LP Perera - Ocean engineering, 2020 - Elsevier
Advances in artificial intelligence are driving the development of intelligent transportation
systems, with the purpose of enhancing the safety and efficiency of such systems. One of the …

A novel arena-based regional collision risk assessment method of multi-ship encounter situation in complex waters

R Zhen, Z Shi, J Liu, Z Shao - Ocean engineering, 2022 - Elsevier
Aiming at the problem that it is difficult to accurately quantify ship regional collision risk
under multi-ship encounter situation in complex waters, this paper proposes a novel arena …

[HTML][HTML] An empirical ship domain based on evasive maneuver and perceived collision risk

L Du, OAV Banda, Y Huang, F Goerlandt… - Reliability Engineering & …, 2021 - Elsevier
This paper introduced a new ship domain concept and an analytical framework. The ship
domain takes the point of the ship's first evasive maneuver as a basis and correlates it with …