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Ship Fuel Consumption Prediction based on MFO-BP
2023 International Conference on Advances in Electrical Engineering and Computer Applications (AEECA), 2023The International Maritime organization (IMO) has become more restrictive on ship emission standards recently. Improving ship energy efficiency and reducing ship energy consumption have become important areas for the development of the shipping industry.
Yunbo Li, Tao Li
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Ship Fuel Consumption Prediction Model Based on LSTM
2024 6th International Conference on Electronic Engineering and Informatics (EEI)Recently, the European Commission and the International Maritime Organization (IMO) have implemented various operational measures and policies to reduce ship fuel consumption and related emissions.
Menghao Shi +3 more
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Predicting ship fuel consumption based on LASSO regression
Transportation Research Part D: Transport and Environment, 2018Abstract During the voyage, predicting fuel consumption of ships under different sea-states and weather conditions has been a challenging and far-reaching topic, because there are a great number of feature variables affecting the fuel consumption, including main-engine status, cargo weight, ship draft, sea-states and weather conditions, etc.
Shengzheng Wang +4 more
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Short-term forecasting for ship fuel consumption based on deep learning
Ocean EngineeringXiaohe Li, Baozhi Sun
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Passenger ships routing by minimizing fuel consumption
2021Αυτή η μεταπτυχιακή διατριβή χρησιμοποιεί ένα μαθηματικό πρόβλημα βελτιστοποίησης για να κινητοποιήσει την λήψη αποφάσεων ναυτιλιακών εταιρειών που ασχολούνται με την επιβατηγό ναυτιλία στην Ελλάδα. Μία σειρά από συναρτήσεις περιορισμού διαμορφώνονται ώστε να ενισχυθεί η αξιοπιστία του προβλήματος και να επιτευχθεί η βέλτιστη λύση. Πιο συγκεκριμένα, οι
Eleftheros, Alexandros +1 more
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A Statistical Approach to Ship Fuel Consumption Monitoring
Journal of Ship Research, 2015The reduction of the environmental impact imposed by Kyoto Protocol and the growth of competitiveness imposed by the shipping market have urged shipping companies to pay increasing attention to ship energy efficiency improvement and CO2 emission reduction.
Bocchetti, D. +3 more
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A voyage with minimal fuel consumption for cruise ships
Journal of Cleaner Production, 2019Abstract With the rise of cruise services, energy consumption and emission of the maritime area are increasing. Due to the negative effect of greenhouse gases, many policies have been issued in the world to save energy and reduce emission. Adhering to the principle of energy conservation and emission reduction, an artificial neural network model with
Zheng, Jianqin +7 more
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The Effect of Weather Uncertainties on Ship's Fuel Consumption
SNAME 6th International Symposium on Ship Operations, Management and Economics, 2018The present study aims at the quantification of the effect of uncertainty of the weather conditions on the fuel consumption of a vessel. More specifically, the uncertainty of the seaway conditions, namely spectral wave height, period and heading, on ship's added resistance will be introduced by an innovative probabilistic approach known from ...
Timoleon Plessas +3 more
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, 2021
Data-driven models for ship propulsion are presented while the effect of data pre-processing techniques is extensively examined. In this study, a large, automatically collected with high sampling frequency data set is exploited for training models that ...
Pavlos Karagiannidis, N. Themelis
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Data-driven models for ship propulsion are presented while the effect of data pre-processing techniques is extensively examined. In this study, a large, automatically collected with high sampling frequency data set is exploited for training models that ...
Pavlos Karagiannidis, N. Themelis
semanticscholar +1 more source
Prediction of ship fuel consumption based on Elastic network regression model
International Conference on Informative and Cybernetics for Computational Social Systems, 2021Predicting the fuel consumption of ships sailing under different navigation conditions and improving the operation efficiency of shipping industry has become an important topic.
S. Li, Xinyu Li, Y. Zuo, Tie-shan Li
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