Overview

Opening of the Northern sea route.

Important to know ice loads on the ship.

Predict ice load by applying machine learning techniques and apply it to design ice-going ships.

Methodologies and Achievements

Modeling of ship-ice-water interaction using FEM

Transient nonlinear analysis for various loading/contact condition

Development of Artificial neural network model based on the analysis results

Further studies

Implementation of sea water using Coupled Eulerian-Lagrangian.

Development of Artic navigation simulator.