A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis
Identifying and assessing the likelihood and consequences of maritime accidents has been
a key focus of research within the maritime industry. However, conventional methods utilised …
a key focus of research within the maritime industry. However, conventional methods utilised …
[HTML][HTML] The impact of shipping 4.0 on controlling shipping accidents: A systematic literature review
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 …
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
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 …
in real operational conditions. The approach makes use of big data from Automatic …
[HTML][HTML] A method for the direct assessment of ship collision damage and flooding risk in real conditions
Collision accidents may lead to significant asset damage and human casualties. This paper
introduces a direct analysis methodology that makes use of Automatic Identification System …
introduces a direct analysis methodology that makes use of Automatic Identification System …
Ship collision avoidance behaviour recognition and analysis based on AIS data
A novel approach is proposed to automatically identify the ship collision avoidance
behaviour from ship trajectories based on an improved Sliding Window Algorithm. The …
behaviour from ship trajectories based on an improved Sliding Window Algorithm. The …
A ship domain-based model of collision risk for near-miss detection and Collision Alert Systems
R Szlapczynski, J Szlapczynska - Reliability Engineering & System Safety, 2021 - Elsevier
The paper presents a new model of ship collision risk, which utilises a ship domain concept
and the related domain-based collision risk parameters. An encounter is here described by …
and the related domain-based collision risk parameters. An encounter is here described by …
[HTML][HTML] Accident susceptibility index for a passenger ship-a framework and case study
J Montewka, T Manderbacka, P Ruponen… - Reliability Engineering & …, 2022 - Elsevier
The continuous monitoring and assessment of operational vulnerability and accident
susceptibility of passenger ships is crucial from the perspective of ship and passenger …
susceptibility of passenger ships is crucial from the perspective of ship and passenger …
Use of fuzzy fault tree analysis and Bayesian network for occurrence likelihood estimation of navigational accidents in the Qinzhou Port
This paper utilizes a fuzzy fault tree analysis and Noisy-OR gate Bayesian network to
estimate the occurrence likelihood of navigational accidents. The kernel of this proposed …
estimate the occurrence likelihood of navigational accidents. The kernel of this proposed …
[HTML][HTML] A conflict cluster-based method for collision avoidance decision-making in multi-ship encounter situations
During the process of collision avoidance, especially in a multi-ship encounter situation, the
dynamic interactions among individual ships impose a significant impact on collision …
dynamic interactions among individual ships impose a significant impact on collision …
Collision risk assessment for ships' routeing waters: An information entropy approach with Automatic Identification System (AIS) data
The ship's routing was adopted to organise marine traffic flow and reduce the risk of collision
between ships in crowded waters. With the expansion of the world's fleet, ship traffic in …
between ships in crowded waters. With the expansion of the world's fleet, ship traffic in …