Prediction of harbour vessel fuel consumption based on machine learning approach

• Main Authors: Chen, Zhong Shuo, Lam, Jasmine Siu Lee, Xiao, Zengqi
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Environmental engineering; Machine Learning; Harbour Vessel
• Online Access: https://hdl.handle.net/10356/169945
• Institution: Nanyang Technological University

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...