Advanced kriging-based surrogate modelling and sensitivity analysis for rotordynamics with uncertainties

DOI10.1016/J.EUROMECHSOL.2021.104331zbMath1491.74035OpenAlexW3166240599MaRDI QIDQ1982322

E. Denimal, Jean-Jacques Sinou

Publication date: 8 September 2021

Published in: European Journal of Mechanics. A. Solids (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.euromechsol.2021.104331

zbMATH Keywords

polynomial chaos expansionrandom parametercritical rotation speedhybrid uncertaintykriging meta-modelling

Mathematics Subject Classification ID

Vibrations in dynamical problems in solid mechanics (74H45) Finite element methods applied to problems in solid mechanics (74S05) Random vibrations in dynamical problems in solid mechanics (74H50)

Related Items (2)

Efficient parametric study of a stochastic airfoil system based on hybrid surrogate modeling with advanced automatic kriging construction ⋮ Reliable crack detection in a rotor system with uncertainties via advanced simulation models based on kriging and polynomial chaos expansion

Uses Software

• DACE
• DiceDesign
• DiceEval

Cites Work

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• Adaptive sparse polynomial chaos expansion based on least angle regression
• A novel methodology of reliability-based multidisciplinary design optimization under hybrid interval and fuzzy uncertainties
• Level-set topology optimization for mechanical metamaterials under hybrid uncertainties
• Analysing the dynamic response of a rotor system under uncertain parameters by polynomial chaos expansion
• The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations

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