Prediction of harbour vessel fuel consumption based on machine learning approach

• Main Authors: Chen, Zhong Shuo, Lam, Jasmine Siu Lee, Xiao, Zengqi
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Environmental engineering; Machine Learning; Harbour Vessel
• 在線閱讀: https://hdl.handle.net/10356/169945

Fuel consumption influences both the economic and environmental perspectives of shipping. With the help of machine learning, meaningful knowledge and complex relationships can be extracted from high-dimensional historical data. In this study, machine learning models were developed to predict the fue...