An Interpretable Gray Box Model for Ship Fuel Consumption Prediction Based on the SHAP Framework

Shipping companies and maritime organizations want to improve the energy efficiency of ships and reduce fuel costs through optimization measures; however, the accurate fuel consumption prediction of fuel consumption is a prerequisite for conducting optimization measures. In this study, the white box...

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Bibliographic Details
Main Authors: Yiji Ma, Yuzhe Zhao, Jiahao Yu, Jingmiao Zhou, Haibo Kuang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/11/5/1059