Prediction of harbour vessel fuel consumption based on machine learning approach

• المؤلفون الرئيسيون: Chen, Zhong Shuo, Lam, Jasmine Siu Lee, Xiao, Zengqi
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Environmental engineering; Machine Learning; Harbour Vessel
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169945
• المؤسسة: 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...