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Influence of ship routes on fuel consumption and CO2 emission
2014The influence of various parameters, such as ship heading angle and weather conditions on ship fuel consumption and CO2 emission is presented. A reliable methodology for estimating the attainable speed in different sea states is described. Correlation of speed loss with sea states allows predictions of propulsive performance in actual seas.
Prpić-Oršić, Jasna +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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Ship fuel consumption prediction based on transfer learning: Models and applications
Engineering Applications of Artificial IntelligenceData-driven fuel consumption rate (FCR) prediction models largely depend on the amount of training data, which can be scarce for new ships with limited operating time. To tackle this issue, we implement three transfer learning strategies to leverage knowledge from another seven container ships to construct artificial neural network (ANN)-based FCR ...
Xi Luo +4 more
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A Statistical Control of the Ship Fuel Consumption
International Conference on the Design, Construction and Operation of Passenger Ships 2013, 2013Bocchetti D. +3 more
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Measurement-based relationships between container ship operating parameters and fuel consumption
Applied Energy, 2023Tomasz Cepowski
exaly
Ship voyage optimization based on fuel consumption under various operational conditions
Fuel, 2023Yu Ding, Congbiao Sui
exaly
A methodology for estimating the ship fuel consumption at sea waves
2014In this paper a methodology for estimating the attainable ship speed and related fuel consumption and carbon dioxide (CO2) emissions in moderate and severe sea is proposed. The in-and-out-of-water-effect and ventilation of a propeller in severe seas is accounted for by a quasi-steady averaging of experimental data for different propeller submergences ...
Mrakovčić, Tomislav +1 more
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Machine learning approach to ship fuel consumption: A case of container vessel
Transportation Research, Part D: Transport and Environment, 2020Tayfun Uyanik +2 more
exaly
Ship Fuel Consumption Prediction
2025 4th International Conference on Applied Artificial Intelligence and Computing (ICAAIC)Lokith Babu S +3 more
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Ship Fuel Consumption Prediction based on MFO-BP
2023 International Conference on Advances in Electrical Engineering and Computer Applications (AEECA), 2023Yunbo Li, Tao Li
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