4.7 Editorial Material

Ship Collision Risk Assessment

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Article Engineering, Marine

Effects of Local Denting and Fracture Damage on the Residual Longitudinal Strength of Box Girders

Sang-Hyun Park et al.

Summary: The residual strength of denting- and fracture-damaged box girders was investigated through experiments and numerical analyses. The experiments were conducted using the four-point bending test method, measuring load, deflection, and strain. Strains of the extension structures and frictional forces were also measured. Two groups of test models were fabricated to estimate the residual strength, induced by striker release and considering initial imperfection data and welding residual stresses through numerical analysis. The inclusion of frictional forces reduced the ultimate longitudinal moments by an average of 12%.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2023)

Article Engineering, Marine

Requirements for Optimal Local Route Planning of Autonomous Ships

Sung-Wook Ohn et al.

Summary: The study developed requirements for optimal local path planning of autonomous ships by considering various scenarios and navigation practices, as well as the rules in COLREGs part B. These requirements can be used to improve existing path-planning algorithms and develop superior algorithms in the future.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2023)

Article Engineering, Marine

An Improved Bald Eagle Search Algorithm for Global Path Planning of Unmanned Vessel in Complicated Waterways

Yongjun Chen et al.

Summary: This paper proposes a Self-Adaptive Hybrid Bald Eagle Search (SAHBES) Algorithm for path planning of unmanned ships in complex waters. The algorithm combines adaptive factors with the traditional BES algorithm to enhance its global searching ability. Pigeon-Inspired Optimization (PIO) is introduced to overcome the local optimization problem of traditional BES algorithms. Simulation results show that the SAHBES algorithm can generate the shortest safe and smooth path in different complex water environments, verifying its feasibility and efficiency.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2023)

Article Engineering, Marine

Modelling Manoeuvrability in the Context of Ship Collision Analysis Using Non-Linear FEM

Simun Svilicic et al.

Summary: Ship collisions are rare events but can have significant impacts on safety and the environment. To accurately assess collision risks, it is important to model a ship's maneuverability. This article reviews different hydrodynamic derivatives and their impact on collision risk assessment.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2023)

Article Engineering, Marine

A Data-Driven Intelligent Prediction Approach for Collision Responses of Honeycomb Reinforced Pipe Pile of the Offshore Platform

Lei Yang et al.

Summary: This paper proposes a data-driven intelligent approach for predicting the collision response of honeycomb-reinforced structures under ship collision. The artificial neural network (ANN) is combined with the dynamic particle swarm optimization (DPSO) algorithm to predict the collision responses of honeycomb reinforced pipe piles. The proposed model provides a robust and efficient assessment tool for the safe design of offshore platforms under ship collisions.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2023)

Article Engineering, Marine

The Effect of Dynamic Fracture Strain on the Structural Response of Ships in Collisions

Sang Jin Kim et al.

Summary: This study investigates the impact of dynamic fracture strain (DFS) on structural damage from collisions. Empirical formulas developed based on predictions of damage from various events provide insights into the relationship between DFS and damage, helping determine upper and lower bounds of collision damage.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

Spatial and Statistical Analysis of Operational Conditions Contributing to Marine Accidents in the Singapore Strait

Serdar Yildiz et al.

Summary: Narrow waterways, such as the Singapore Strait, play a crucial role in maritime transport but also pose risks due to heavy traffic and unsuitable conditions. This study used GIS and statistical methods to examine the operational conditions that contribute to accidents in the Singapore Strait. The results show that conditions that disrupt traffic flow increase the risk of accidents. These findings can be used to prevent accidents and manage risks in the region.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

Double Broad Reinforcement Learning Based on Hindsight Experience Replay for Collision Avoidance of Unmanned Surface Vehicles

Jiabao Yu et al.

Summary: This article introduces a double broad reinforcement learning algorithm based on hindsight experience replay for improving the efficiency and accuracy of collision avoidance decision-making in unmanned surface vehicles. By decoupling target action selection and target Q value calculation, and adopting hindsight experience replay, the algorithm achieved a 31.9 percentage points higher success rate compared to DQN and a 24.4 percentage points higher success rate compared to BRL.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

SASD Modeling Using an ANFIS to Prevent the Collision of MASS in Restricted Areas

Hee-Jin Lee et al.

Summary: This study aimed to present the criteria for the collision avoidance of maritime autonomous surface ships (MASS) in restricted areas. The criteria were presented via ship domains, and a seafarers' awareness-based ship domain (SASD) that dynamically changes the existing SASD according to the external environment was used to develop a new domain model. The proposed SASD was applied to an actual marine restricted area and compared with automatic identification system (AIS) based ship domain models.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

Research on Ship Collision Probability Model Based on Monte Carlo Simulation and Bi-LSTM

Srdan Vuksa et al.

Summary: The efficiency and safety of maritime traffic in a given area can be measured by analyzing traffic density and ship collision probability. This study proposes a ship collision probability estimation model based on MC and Bi-LSTM, using AIS data processing and simulation for estimating ship collision probability.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

Consequence Analysis of Accidental LNG Release on the Collided Structure of 500 cbm LNG Bunkering Ship

Haris Nubli et al.

Summary: The growing demand for LNG-fueled ships necessitates the establishment of an LNG bunkering facility. Ship-to-ship (STS) is one of the most practical forms of LNG bunkering systems. This study builds LNG leakage scenarios, establishes critical zones based on gas concentrations, and estimates the temperature reduction in a bunkering ship's structure. Factors such as leak parameters and environmental parameters are considered in the analysis.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)

Article Engineering, Marine

Collision Risk Situation Clustering to Design Collision Avoidance Algorithms for Maritime Autonomous Surface Ships

Taewoong Hwang et al.

Summary: This study proposes a data-driven approach for establishing a practical collision avoidance system test bed, considering the geographic environment. The research results provide a direction for establishing test beds from the perspective of geographic and traffic factors.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2022)