Shape optimization under uncertainty for rotor blades of horizontal axis wind turbines

DOI10.1016/j.cma.2019.05.015zbMath1441.74150OpenAlexW2945958082WikidataQ127841103 ScholiaQ127841103MaRDI QIDQ1988141

Daniel A. Tortorelli, Vahid Keshavarzzadeh, Roger G. Ghanem

Publication date: 16 April 2020

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cma.2019.05.015

zbMATH Keywords

reduced order modelspolynomial chaos expansionblade element methodhorizontal-axis wind turbineshape optimization under uncertainty

Mathematics Subject Classification ID

Fluid-solid interactions (including aero- and hydro-elasticity, porosity, etc.) (74F10) Optimization of other properties in solid mechanics (74P10) General theory of rotating fluids (76U05)

Related Items (4)

Robust topology optimization with low rank approximation using artificial neural networks ⋮ Stress-based topology optimization under uncertainty via simulation-based Gaussian process ⋮ The nonlinear dynamics analysis of stochastic delay Jeffcott rotor-seal system with the elastic support ⋮ A Bayesian approach for quantile optimization problems with high-dimensional uncertainty sources

Uses Software

• nwSpGr

Cites Work

• Unnamed Item
• Likelihood approximation by numerical integration on sparse grids
• High-performance computing of wind turbine aerodynamics using isogeometric analysis
• Component and system reliability-based topology optimization using a single-loop method
• Robust optimization - a comprehensive survey
• Reliability-based optimization of structural systems
• Robust topology optimization of structures with imperfect geometry based on geometric nonlinear analysis
• Ingredients for a general purpose stochastic finite elements implementation
• Topology optimization under uncertainty via non-intrusive polynomial chaos expansion
• Gradient based design optimization under uncertainty via stochastic expansion methods
• Robust shape optimization of continuous structures via the level set method
• Reliability-based shape optimization of structures undergoing fluid--structure interaction phenomena
• Feature Article: Optimization for simulation: Theory vs. Practice
• 3D simulation of wind turbine rotors at full scale. Part I: Geometry modeling and aerodynamics
• 3D simulation of wind turbine rotors at full scale. Part II: Fluid-structure interaction modeling with composite blades
• Robust Optimization of Large-Scale Systems

This page was built for publication: Shape optimization under uncertainty for rotor blades of horizontal axis wind turbines