[HTML][HTML] Prediction of the severity of marine accidents using improved machine learning

Y Feng, X Wang, Q Chen, Z Yang, J Wang, H Li… - … Research Part E …, 2024 - Elsevier
Although many studies have focused on the occurrence likelihood of marine accidents, few
have focused on the analysis of the severity of the consequences, and even fewer on the …

[HTML][HTML] A novel method for ship carbon emissions prediction under the influence of emergency events

Y Feng, X Wang, J Luan, H Wang, H Li, H Li… - … Research Part C …, 2024 - Elsevier
Accurate prediction of ship emissions aids to ensure maritime sustainability but encounters
challenges, such as the absence of high-precision and high-resolution databases, complex …

A novel GA-LSTM-based prediction method of ship energy usage based on the characteristics analysis of operational data

K Wang, Y Hua, L Huang, X Guo, X Liu, Z Ma, R Ma… - Energy, 2023 - Elsevier
Optimization of ship energy efficiency is an efficient measure to decrease fuel usage and
emissions in the ship** industry. The accurate prediction model of ship energy usage is …

Exploring the factors affecting the performance of ship** companies based on a panel data model: A perspective of antitrust exemption and ship** alliances

G ** companies have started large-scale joint ventures to seek
future development and cooperation while seizing the opportunities of the times. Meanwhile …

Carbon emission pinch analysis for ship** fuel planning considering multiple period and fuel conversion rates

B Hong, C Wang, K Zhang, JS Lim, PS Varbanov… - Journal of Cleaner …, 2023 - Elsevier
In the context of achieving carbon neutrality, reducing CO 2 emissions has become an
essential task for many countries and poses challenges for various industries. With global …

Analysis of international ship** emissions reduction policy and China's participation

H Liu, Z Mao, X Li - Frontiers in Marine Science, 2023 - frontiersin.org
In addressing climate change, the ship** industry, which is regarded as one sector that
cannot be ignored in controlling greenhouse gas emissions, has become a key area of …

The impact of port congestion on ship** emissions in Chinese ports

X Li, Y Zhao, P Cariou, Z Sun - Transportation Research Part D: Transport …, 2024 - Elsevier
Port congestion and air emissions in ports are two major issues affecting the maritime
industry. However, there is little research that investigates how port congestions affect ship …

Ship emission variations during the COVID-19 from global and continental perspectives

W Yi, T He, X Wang, YH Soo, Z Luo, Y **e… - Science of The Total …, 2024 - Elsevier
The COVID-19 pandemic and the International Maritime Organization's (IMO) 2020 fuel-
switching policy have profoundly impacted global maritime activities, leading to …

Improved Z-number and fault tree analysis to predict the risk of air pollution due to ship boiler operation

SI Sezer, BO Ceylan, E Akyuz, P Gardoni - Marine Pollution Bulletin, 2024 - Elsevier
Ships present a significant source of air pollution, contributing to environmental degradation
and posing health risks. Boilers are a significant part of the vessels in which the water is …

Estimating emissions from fishing vessels: a big Beidou data analytical approach

K Zhang, Q Lin, F Lian, H Feng - Frontiers in Marine Science, 2024 - frontiersin.org
Fishing vessels are important contributors to global emissions in terms of greenhouse gases
and air pollutants. However, few studies have addressed the emissions from fishing vessels …