Accuracy and applicability of ship's fuel consumption prediction models: a comprehensive comparative analysis

• Main Authors: Luo, Xi, Yan, Ran, Xu, Lang, Wang, Shuaian
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Fuel consumption prediction; Ship traffic emissions assessment model
• Online Access: https://hdl.handle.net/10356/180717
• Institution: Nanyang Technological University

The available extensive ship activity data enables employing a complex data-driven resistance-based power model to estimate ship's instantaneous power, and thus the ship's fuel consumption. The Ship Traffic Emissions Assessment Model emerges as a prominent example of such models. However,...