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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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Principais autores: Yiji Ma, Yuzhe Zhao, Jiahao Yu, Jingmiao Zhou, Haibo Kuang
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2023-05-01
Serija:Journal of Marine Science and Engineering
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Online dostop:https://www.mdpi.com/2077-1312/11/5/1059
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