[HTML][HTML] Incorporation of AIS data-based machine learning into unsupervised route planning for maritime autonomous surface ships

H Li, Z Yang - Transportation Research Part E: Logistics and …, 2023 - Elsevier
Abstract Maritime Autonomous Surface Ships (MASS) are deemed as the future of maritime
transport. Although showing attractiveness in terms of the solutions to emerging challenges …

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 …

AIS-based multiple vessel collision and grounding risk identification based on adaptive safety domain

A Bakdi, IK Glad, E Vanem… - Journal of Marine Science …, 2019 - mdpi.com
The continuous growth in maritime traffic and recent developments towards autonomous
navigation have directed increasing attention to navigational safety in which new tools are …

Automatic identification system in accelerating decarbonization of maritime transportation: The state-of-the-art and opportunities

KH Ten, HS Kang, CL Siow, PS Goh, KQ Lee… - Ocean …, 2023 - Elsevier
This paper presents a review of the state-of-the-art Automatic Identification System (AIS)
data-driven studies and applications in effort to control the carbon footprint from maritime …

Ship route planning in the pirate area via hybrid probabilistic roadmap algorithm within the context of the Maritime Silk Road

C Liu, Y Ma, C Cao, X Yan - Ocean & Coastal Management, 2023 - Elsevier
The frequent occurrence of pirate accidents along the Maritime Silk Road has seriously
affected the safety of ships. To guarantee navigation safety in pirate activity area, we present …

A three-dimensional ant colony algorithm for multi-objective ice routing of a ship in the Arctic area

C Zhang, D Zhang, M Zhang, J Zhang, W Mao - Ocean Engineering, 2022 - Elsevier
The increasing shipping activities in the Arctic area pose challenges to a ship's safety and
fuel saving in ice-covered waters. The optimal ship route planning can reduce the fuel …

Estimation of ship routes considering weather and constraints

W Du, Y Li, G Zhang, C Wang, P Chen, J Qiao - Ocean Engineering, 2021 - Elsevier
Taking a T300k VLCC oil tanker as the research object, the ship route estimation model with
minimum fuel consumption, CO 2 emissions and shortest ETA as the objective function is …

GIS-data-driven efficient and safe path planning for autonomous ships in maritime transportation

X Hu, K Hu, D Tao, Y Zhong, Y Han - Electronics, 2023 - mdpi.com
Maritime transportation is vital to the global economy. With the increased operating and
labor costs of maritime transportation, autonomous shipping has attracted much attention in …

Development of WOP mathematical model for efficient course alteration: LNG tanker manoeuvring analysis and Mann-Whitney U test

AS Kamis, AFA Fuad, A Ashaari, CWM Noor - Ocean Engineering, 2021 - Elsevier
Route monitoring is essential for the safety of the ship during navigation. It includes
navigating in a straight line and carrying out course alteration. Wheel over point (WOP) is a …

Development of ship weather routing system with higher accuracy using SPSS and an improved genetic algorithm

C Pan, Z Zhang, W Sun, J Shi, H Wang - Journal of Marine Science and …, 2021 - Springer
Fuel consumption is an important factor to be considered in the process of weather routing.
How to choose an appropriate route according to the requirements is particularly important …