4 papers
CFD-based design optimization of a 5 kW ducted hydrokinetic turbine with practical constraints
Jeongbin Park, Marco Mangano, Sabet Seraj +8
Ducted hydrokinetic turbines enhance energy-harvesting efficiency by better conditioning the flow to the blades, which may yield higher power output than conventional freestream tu…
A Hybrid Data-driven Model of Ship Roll
Kyle E. Marlantes, Kevin J. Maki
A hybrid data-driven method, which combines low-fidelity physics with machine learning (ML) to model nonlinear forces and moments at a reduced computational cost, is applied to pre…
CFD-based Design Optimization of Ducted Hydrokinetic Turbines
Jeongbin Park, Bradford G. Knight, Yingqian Liao +6
Hydrokinetic turbines extract kinetic energy from moving water to generate renewable electricity, thus contributing to sustainable energy production and reducing reliance on fossil…
Implementation of the Critical Wave Groups Method with Computational Fluid Dynamics and Neural Networks
Kevin M. Silva, Kevin J. Maki
Accurate and efficient prediction of extreme ship responses continues to be a challenging problem in ship hydrodynamics. Probabilistic frameworks in conjunction with computationall…