[HTML][HTML] Research on risk, safety, and reliability of autonomous ships: A bibliometric review

M Chaal, X Ren, A BahooToroody, S Basnet, V Bolbot… - Safety science, 2023 - Elsevier
The safety and reliability of autonomous ships are critical for the successful realization of an
autonomous maritime ecosystem. Research and collaboration between governments …

Risk and reliability analysis for maritime autonomous surface ship: A bibliometric review of literature from 2015 to 2022

Z Li, D Zhang, B Han, C Wan - Accident Analysis & Prevention, 2023 - Elsevier
Recently, researchers have shown a soaring interest in maritime autonomous surface ship
(MASS). The reliable design and risk evaluation of MASS is crucial in order to support its …

[HTML][HTML] AIS data-driven ship trajectory prediction modelling and analysis based on machine learning and deep learning methods

H Li, H Jiao, Z Yang - Transportation Research Part E: Logistics and …, 2023 - Elsevier
Maritime transport faces new safety challenges in an increasingly complex traffic
environment caused by large-scale and high-speed ships, particularly with the introduction …

An interpretable knowledge-based decision support method for ship collision avoidance using AIS data

J Zhang, J Liu, S Hirdaris, M Zhang, W Tian - Reliability Engineering & …, 2023 - Elsevier
AIS data include ship spatial-temporal and motion parameters which can be used to
excavate the deep-seated information. In this article, an interpretable knowledge-based …

A novel maritime autonomous navigation decision-making system: Modeling, integration, and real ship trial

S Wang, Y Zhang, X Zhang, Z Gao - Expert Systems with Applications, 2023 - Elsevier
Abstract Maritime Autonomous Surface Ships (MASS) have obtained wide attention in recent
years, which is relied on their attractive socio-economic benefits and potential to improve …

Autonomous collision avoidance system in a multi-ship environment based on proximal policy optimization method

Z Rongcai, X Hongwei, Y Kexin - Ocean Engineering, 2023 - Elsevier
To address the challenge of local path planning in a complex, dynamic environment with
multiple ships, we built an autonomous collision avoidance system based on deep …

Ship autonomous collision-avoidance strategies—A comprehensive review

H Lyu, Z Hao, J Li, G Li, X Sun, G Zhang, Y Yin… - Journal of Marine …, 2023 - mdpi.com
Autonomous decision-making for ships to avoid collision is core to the autonomous
navigation of intelligent ships. In recent years, related research has shown explosive growth …

[HTML][HTML] A conflict cluster-based method for collision avoidance decision-making in multi-ship encounter situations

K Liu, X Wu, Y Zhou, Z Yuan, X Yang, X Xin… - Ocean Engineering, 2023 - Elsevier
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 …

Coordinated multi-stage and multi-objective optimization approach for ship collision avoidance decision-making

K Liu, X Wu, Y Zhou, Z Yuan, X Xin, J Zhang - Ocean Engineering, 2023 - Elsevier
Appropriate decision-making is essential to prevent ship collisions and further ensure
navigational safety at sea. Current research on collision avoidance decision-making …

A distributed coordinated path planning algorithm for maritime autonomous surface ship

S Ni, N Wang, Z Qin, X Yang, Z Liu, H Li - Ocean Engineering, 2023 - Elsevier
The anti-collision path planning is vital for establishing the decision support system for
Maritime Autonomous Surface Ship (MASS). Numerous methods have been developed to …