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Tackling the EEXI and CII Challenge with Hydrodynamic Optimization

Tackling the EEXI and CII Challenge with Hydrodynamic Optimization

On January 1, 2023, the Energy Efficiency Existing Ship Index (EEXI) and Carbon Intensity Indicator (CII) will come into force, creating new challenges for operators of commercial vessels. Ship owners and managers must prepare for these requirements by assessing and improving their vessels as needed. This is crucial in order to earn the proper certificates, allowing them to continue sailing and trading internationally.

CFD Analysis and Optimization of a Novel Left Ventricular Assist Device (LVAD)

CFD Analysis and Optimization of a Novel Left Ventricular Assist Device (LVAD)

The present case study looks at a Left Ventricular Assist Device (LVAD) based on an axial flow pump. CAESES was used as the central hub in the automation workflow. In addition to CAD generation, it was also used as the process integration and design optimization (PIDO) platform. CAESES was coupled to the Ansys Workbench in which the 3D meshing and CFD simulations took place, utilizing the CFX solver.

Geometry to Parameter Mapping Based on Neural Networks

Geometry to Parameter Mapping Based on Neural Networks

In the process of geometry-based optimization, the problem of having to model a resulting geometry without knowing the exact values of characteristic parameters can arise. In order to open and further edit the optimized geometry inside the CAESES environment, the parameter set belonging to the new shape needs to be determined. The use of neural networks offers a great opportunity to solve this kind of problem since they are a powerful tool for constructing a predictive model based on data.