An adaptive hyper parameter tuning model for ship fuel consumption prediction under complex maritime environments

An accurate prediction of ship fuel consumption is critical for speed, trim, and voyage optimisation etc. While previous studies have focused on predicting ship fuel consumption with respect to a variety of factors, research on the impact of environmental factors on fuel consumption has been lacking...

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Bibliographic Details
Main Authors: Tianrui Zhou, Qinyou Hu, Zhihui Hu, Rong Zhen
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Journal of Ocean Engineering and Science
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468013321000759