|
[1]
|
Estimation and optimization of ship fuel consumption in maritime: review, challenges, and future directions
Journal of Marine Science and Technology,
2026
DOI:10.1007/s00773-025-01104-9
|
|
|
|
|
[2]
|
Prediction of fuel consumption for operational ships based on an improved CNN–BiLSTM–Attention model
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment,
2026
DOI:10.1177/14750902261431787
|
|
|
|
|
[3]
|
Machine learning for ship fuel consumption prediction from sensory data: a comparative analysis
Journal of Marine Engineering & Technology,
2026
DOI:10.1080/20464177.2026.2673233
|
|
|
|
|
[4]
|
Intelligent Modelling of Maritime Fuel Consumption and CO2 Emissions Using Integrated Attention-based LSTM -FNN Neural Networks
2026 Third International Conference on Networking and Communications (ICNWC),
2026
DOI:10.1109/ICNWC68145.2026.11518001
|
|
|
|
|
[5]
|
Research on the Energy-Saving Potential of Battery-Based Ships
2026 3rd International Conference on Smart Grid and Artificial Intelligence (SGAI),
2026
DOI:10.1109/SGAI69026.2026.11565862
|
|
|
|
|
[6]
|
FedGNN-SFCP: Federated graph neural networks for ship fuel consumption prediction with heterogeneous data fusion and missing data imputation
Transportation Research Part E: Logistics and Transportation Review,
2026
DOI:10.1016/j.tre.2026.105016
|
|
|
|
|
[7]
|
Predicting and Optimising Ship Fuel Consumption Using Data-Driven Models and a Proposed IGWO Algorithm for Speed Adjustment
Polish Maritime Research,
2025
DOI:10.2478/pomr-2025-0049
|
|
|
|
|
[8]
|
Estimation of shipping emissions from maritime big data: A comprehensive review and prospective
Transportation Research Part E: Logistics and Transportation Review,
2025
DOI:10.1016/j.tre.2025.104313
|
|
|
|
|
[9]
|
Ship fuel consumption prediction based on transfer learning: Models and applications
Engineering Applications of Artificial Intelligence,
2025
DOI:10.1016/j.engappai.2024.109769
|
|
|
|
|
[10]
|
Machine learning techniques in maritime environmental sustainability: A comprehensive review of the state of the art
Computers and Electrical Engineering,
2025
DOI:10.1016/j.compeleceng.2025.110395
|
|
|
|
|
[11]
|
Optimising bulk carriers' fuel efficiency: PCA and Shapley value analysis under varying wind conditions
Ocean Engineering,
2025
DOI:10.1016/j.oceaneng.2025.121976
|
|
|
|
|
[12]
|
Speed optimization for maximizing the ship’s economic benefits considering the Carbon Intensity Indicator (CII)
Ocean Engineering,
2024
DOI:10.1016/j.oceaneng.2024.116712
|
|
|
|
|
[13]
|
Algorithm for carbon emission peak prediction and emission reduction potential analysis based on convolutional neural network and multi-dimensional power big data
Third International Conference on Electronic Information Engineering and Data Processing (EIEDP 2024),
2024
DOI:10.1117/12.3033162
|
|
|
|
|
[14]
|
Application of Intelligent Digital Technology in Load Forecasting of New Power Systems
2023 International Conference on Network, Multimedia and Information Technology (NMITCON),
2023
DOI:10.1109/NMITCON58196.2023.10276027
|
|
|
|
|
[15]
|
Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain
2023 14th International Conference on Information, Intelligence, Systems & Applications (IISA),
2023
DOI:10.1109/IISA59645.2023.10345936
|
|
|
|