Comparison of deterministic and ensemble weather forecasts on ship sailing speed optimization

• Main Authors: Luo, Xi, Yan, Ran, Wang, Shuaian
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Green Shipping Management; Energy Efficiency
• Online Access: https://hdl.handle.net/10356/170283
• Institution: Nanyang Technological University

Ship sailing speed optimization models are constructed based on prediction of ship fuel consumption, whose accuracy is highly influenced by the quality of sea and weather information. In this study, we develop two fusion methods for combining external meteorological data with ship noon report data,...