Search Results for author: Antti Solonen

Found 1 papers, 1 papers with code

Hierarchical Bayesian propulsion power models for marine vessels

1 code implementation15 Apr 2020 Antti Solonen, Ramona Maraia, Sebastian Springer, Heikki Haario, Marko Laine, Olle Räty, Jukka-Pekka Jalkanen, Matti Antola

The benefits of such an approach are two-fold; 1) we can borrow information about parameters that are not well informed by the vessel-specific data using data from similar ships, and 2) we can use the final hierarchical model to predict the behavior of a vessel from which we don't have any data, based only on its characteristics.

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