World Data Ocean/Non-parallel

Non-parallel

One story filed under Non-parallel on World Data Ocean. The newest of them: “Predicting Ship Interactions: A Data-Driven Approach to Safer Berthing”. Non-parallel ship interactions generate strongly asymmetric hydrodynamic forces that standard models struggle to predict. A Global Hub for Ocean Intelligence 4 World Data Ocean is a centralized digital platform where researchers, scientists, and ocean enthusiasts converge to… The list below is every Non-parallel story on World Data Ocean, newest first.

Predicting Ship Interactions: A Data-Driven Approach to Safer Berthing
Frontiers in Marine Science | New and Recent Articles

Predicting Ship Interactions: A Data-Driven Approach to Safer Berthing

Non-parallel ship interactions generate strongly asymmetric hydrodynamic forces that standard models struggle to predict. Our new study builds 18 Kriging models from unsteady RANS, CFD data, testing how berthing angle, water depth, and lateral spacing affect surge, sway, and yaw on KVLCC2 and Aframax hulls. The results are instructive: reliability is response-specific. CaseA achieved held-out R² values of 0.96-1.00, while other groups showed narrower predictive power. This is not a one-size-fits-all solution, it is a calibrated, validated step toward safer berthing.