Innovative approaches to addressing the tradeoff between interpretability and accuracy in ship fuel consumption prediction

• المؤلفون الرئيسيون: Wang, Haoqing, Yan, Ran, Wang, Shuaian, Zhen, Lu
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering::Maritime studies; Maritime Transport; Interpretable Machine Learning Models
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173354

Ship fuel consumption is a major component of maritime transport costs and most of its emissions are harmful to the environment. Hence, it is essential to build an accurate ship fuel consumption prediction model, thereby providing reference to the navigation operations. However, maritime industry ex...