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Fuel Consumption in Container Ships on the North Atlantic

Journal of Navigation, 1985
Commercial interests now demand a close awareness of fuel consumption, which is one of the major costs in vessel operation. This paper outlines one shipping operator's attempts to monitor and improve economic performance as indicated by fuel consumption alone.
R. Motte, C. A. Laurence
openaire   +1 more source

Prediction of Ship Fuel Consumption Based on Broad Learning System

2019 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 2019
With the increasing attention of IMO to green shipping, and the increasingly strict restrictions on fuel regulatory and operating costs of shipping enterprises, no matter from the perspective of energy conservation and environmental protection or operating economy, ships should be put into actual operations in the future with lower fuel consumption and
Xinyu Li   +4 more
openaire   +1 more source

Development of comprehensive models for precise prognostics of ship fuel consumption

Journal of Marine Engineering & Technology
This study incorporates two unique machine learning algorithms, Huber regression and Light Gradient Boosting Machines (LGBM), for estimating ship consumption of fuel.
Thanh Tuan Le   +7 more
semanticscholar   +1 more source

Drag-reducing paints for the reduction of fuel consumption in aviation and shipping

Progress in Organic Coatings, 2011
Abstract In October 2009 the European Commission decided that fuel consumption by aviation and shipping has to be reduced by 10% and 20% respectively by 2020. A significant contribution to this challenging goal could be a coating that reduces drag. For about 20 years it has been known that special microstructures (“riblets”) can lower drag by up to
Stenzel, V., Wilke, Y., Hage, W.
openaire   +2 more sources

Predicting Ship Fuel Consumption based on LSTM Neural Network

International Conference on Informative and Cybernetics for Computational Social Systems, 2020
With the rapid development of marine trade and transportation, a large number of ships sail at sea. The ship energy conservation and environment protection are becoming public interested problems.
Yongjie Zhu, Y. Zuo, Tie-shan Li
semanticscholar   +1 more source

A method for modeling ship fuel consumption based on DBO optimization

2024 6th International Conference on Energy Systems and Electrical Power (ICESEP)
In order to solve the problems of low prediction accuracy and slow parameter tuning of ship fuel consumption model constructed based on Bidirectional Long Short-Term Memory (BiLSTM), In this paper, a method based on the Dung beetle optimizer (DBO ...
Zhiming Xu, Helong Shen
semanticscholar   +1 more source

Influence of ship routes on fuel consumption and CO2 emission

2014
The 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
  +5 more sources

Predicting Ship Fuel Consumption: Update

1996
http://archive.org/details ...
Schrady, David A.   +2 more
openaire   +1 more source

A Hybrid Approach Integrating Physics-Based Models and Expert-Augmented Neural Networks for Ship Fuel Consumption Prediction

Journal of Offshore Mechanics and Arctic Engineering
The International Maritime Organization's recent approval of the 2023 Strategy on Reduction of Greenhouse Gas (GHG) Emissions amplifies the pressure on stakeholders to achieve net-zero emissions in shipping by 2050.
Qin Liang   +4 more
semanticscholar   +1 more source

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