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 …

Maritime traffic probabilistic prediction based on ship motion pattern extraction

H Rong, AP Teixeira, CG Soares - Reliability Engineering & System Safety, 2022 - Elsevier
This paper proposes a novel maritime traffic prediction method based on ship motion pattern
extraction, considering ship destination prediction and ship trajectory prediction within a …

Collision risk assessment for ships' routeing waters: An information entropy approach with Automatic Identification System (AIS) data

H Feng, M Grifoll, Z Yang, P Zheng - Ocean & Coastal Management, 2022 - Elsevier
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 …

Modelling of marine traffic flow complexity

Y Wen, Y Huang, C Zhou, J Yang, C Xiao, X Wu - Ocean Engineering, 2015 - Elsevier
Recent increases in the number of high-speed, large-scale, and heavy-load vessels have
made marine traffic more complex. Traffic situations are more difficult to manage as a result …

[HTML][HTML] Multi-scale collision risk estimation for maritime traffic in complex port waters

X Xin, K Liu, S Loughney, J Wang, H Li, N Ekere… - Reliability Engineering & …, 2023 - Elsevier
Ship collision risk estimation is an essential component of intelligent maritime surveillance
systems. Traditional risk estimation approaches, which can only analyze traffic risk in one …

A rule-based maritime traffic situation complex network approach for enhancing situation awareness of vessel traffic service operators

F Zhang, Y Liu, L Du, F Goerlandt, Z Sui, Y Wen - Ocean Engineering, 2023 - Elsevier
The development of the shipping industry has led to increasingly busy traffic near many port
areas, which leads to higher demands for vessel traffic service operators (VTSOs), and …

A review on risk assessment methods for maritime transport

X Huang, Y Wen, F Zhang, H Han, Y Huang, Z Sui - Ocean Engineering, 2023 - Elsevier
Maritime transport is intimately tied to the global economy and trade. Research on maritime
transport risk is of great significance to prevent maritime accidents and enhance the safety of …

A system dynamics-based approach for risk analysis of waterway transportation in a mixed traffic environment

C Wan, Y Zhao, D Zhang, L Fan - Maritime policy & management, 2023 - Taylor & Francis
The rapid development of high techniques in recent years has made the operation of
intelligent ships a possible option in foreseeable future. This will inevitably change the …

Comparison study on AIS data of ship traffic behavior

F Xiao, H Ligteringen, C Van Gulijk, B Ale - Ocean Engineering, 2015 - Elsevier
Abstract AIS (Automatic Identification System) data provides valuable input parameters in
ship traffic simulation models for maritime risk analysis and the prevention of shipping …

Data mining approach to shipping route characterization and anomaly detection based on AIS data

H Rong, AP Teixeira, CG Soares - Ocean Engineering, 2020 - Elsevier
A data mining approach is presented for probabilistic characterization of maritime traffic and
anomaly detection. The approach automatically groups historical traffic data provided by the …