Surrogate Modelling For Fatigue Damage of Wind-Turbine Blades Using Polynomial Chaos Expansions And Non-Negative Matrix Factorization

Name: Surrogate Modelling For Fatigue Damage of Wind-Turbine Blades Using Polynomial Chaos Expansions And Non-Negative Matrix Factorization
Start: 2017-09-13T13:00:00Z
End: 2017-09-13T15:00:00Z

Abstract

Implemented a dimensionality reduction and orthogonal basis regression approach for surrogate models of fatigue for wind turbine blades.

Date

Sep 13, 2017 1:00 PM — 3:00 PM

Event

IABSE Conference

Surrogate Modelling For Fatigue Damage of Wind-Turbine Blades Using Polynomial Chaos Expansions And Non-Negative Matrix Factorization

Abstract

Charilaos Mylonas

Data/Computational Scientist, Consultant