Estimating speed-through-water by Dynamic Factor Models fusing metocean and propeller data

نویسندگان

چکیده

In vessel performance analysis, reliable information about speed-through-water (STW) is key for realistic modeling of the single ship’s fuel efficiency. It paramount that STW measurements are such they can be adopted as input in consumption forecast models. This paper presents a study where three variations Dynamic Factor Model used to estimate STW. A simulation presented demonstrate estimation and smoothing techniques Model. The model then applied real data, including propeller measurements, combination with metocean data (sea currents). present suggests developed minimize systematic measurement error even under highly non-stationary conditions.

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ژورنال

عنوان ژورنال: Ocean Engineering

سال: 2023

ISSN: ['1873-5258', '0029-8018']

DOI: https://doi.org/10.1016/j.oceaneng.2023.114523