Application of transfer learning on physics-based models to enhance vessel shaft power predictions

International shipping must reduce its emissions to meet global targets, with improving energy efficiency being a crucial step in this journey. Predictive models are essential for implementing energy efficiency measures such as weather routing, scheduling of hull cleanings, and just-in-time arrival,...

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Bibliographic Details

Published in:	Ocean engineering Vol. 323; p. 120540
Main Authors:	Mavroudis, Stamatis, Tinga, Tiedo
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.04.2025
Subjects:	Machine learning Operational efficiency Physics-based models Shaft power prediction Transfer learning Vessel performance Physics-based models Shaft power prediction Vessel performance Operational efficiency Transfer learning Machine learning
ISSN:	0029-8018
Online Access:	Get full text
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