Diversity, quality, and quantity of real ship data on the black-box and gray-box prediction models of ship fuel consumption

Z Cai, L Li, L Yu, C Li, M Sun - Ocean Engineering, 2024 - Elsevier
Establishing an efficient and reliable fuel consumption prediction model by using big data
from ships facilitates optimized decision-making and ensures the green and intelligent …

A Practical Identification Method for Data Variation of Noon Reports in Vessel Operation

J Cai, M Lützen - Proceedings of the 2022 International Conference on …, 2022 - dl.acm.org
The data in noon reports on a daily basis from vessel operations reflect the variation of
operational behaviors. In our previous research, a practical assessment method has been …