A review of ship fuel consumption models

A Fan, J Yang, L Yang, D Wu, N Vladimir - Ocean engineering, 2022 - Elsevier
The ship fuel consumption (SFC) model is crucial for research on ship energy efficiency
simulation, optimisation, and carbon emission prediction. In this study, the bibliometric tool …

Sustainable ship**: A critical review for a unified framework and future research agenda

Y Zhou, X Li, KF Yuen - Marine Policy, 2023 - Elsevier
With the development of the global economy and ship** industry, sustainable ship**
has attracted the attention of both the industry and academia. However, the concept of …

Data analytics for fuel consumption management in maritime transportation: Status and perspectives

R Yan, S Wang, HN Psaraftis - … Part E: Logistics and Transportation Review, 2021 - Elsevier
The ship** industry is associated with approximately three quarters of all world trade. In
recent years, the sustainability of ship** has become a public concern, and various …

Development of a two-stage ship fuel consumption prediction and reduction model for a dry bulk ship

R Yan, S Wang, Y Du - Transportation Research Part E: Logistics and …, 2020 - Elsevier
Ship** industry is the backbone of global trade. However, the large quantities of
greenhouse gas emissions from ship**, such as carbon dioxide (CO 2), cannot be …

Accuracy and applicability of ship's fuel consumption prediction models: A comprehensive comparative analysis

X Luo, R Yan, L Xu, S Wang - Energy, 2024 - Elsevier
The available extensive ship activity data enables employing a complex data-driven
resistance-based power model to estimate ship's instantaneous power, and thus the ship's …

Impact of artificial intelligence investment on firm value

AKH Lui, MCM Lee, EWT Ngai - Annals of Operations Research, 2022 - Springer
As artificial intelligence (AI) has recently gained momentum and attention, the interest and
investment in AI have also accelerated. However, the impact of AI on firm value is rarely …

A novel high-precision and self-adaptive prediction method for ship energy consumption based on the multi-model fusion approach

K Wang, X Liu, X Guo, J Wang, Z Wang, L Huang - Energy, 2024 - Elsevier
The accurate prediction of energy consumption is significant for ship energy efficiency
optimization. However, the existing prediction methods of ship energy consumption based …