Fuel Consumption Prediction and Optimization Model for Pure Car/Truck Transport Ships

Fuel Consumption Prediction and Optimization Model for Pure Car/Truck Transport Ships

Predicting and optimizing ship fuel use is a crucial technology for lowering greenhouse gas emissions. Unfortunately, existing research is rarely capable of developing fuel consumption forecasts and optimization models for a particular transport system. This study develops a fuel consumption predict...

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Bibliographic Details
Main Authors: Miao Su, Zhenqing Su, Shengli Cao, Keun-Sik Park, Sung-Hoon Bae
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Journal of Marine Science and Engineering
Subjects:
fuel consumption prediction
fuel consumption optimization
machine learning
maritime
XGBoost
particle swarm optimization
Online Access:https://www.mdpi.com/2077-1312/11/6/1231

Internet

https://www.mdpi.com/2077-1312/11/6/1231

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