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A Single Formulation for Uncertainty Propagation in Turbomachinery: SAMBA PC
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work newly proposes an uncertainty quantification (UQ) method named sparse approximation of moment-based arbitrary polynomial chaos (SAMBA PC) that offers a single solution to many current problems in turbomachinery ...
Autonomous Uncertainty Quantification for Discontinuous Models Using Multivariate Padé Approximations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Problems in turbomachinery computational fluid dynamics (CFD) are often characterized by nonlinear and discontinuous responses. Ensuring the reliability of uncertainty quantification (UQ) codes in such conditions, in an ...
Uncertainty Quantification of Leakages in a Multistage Simulation and Comparison With Experiments
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents a numerical study of the impact of tip gap uncertainties in a multistage turbine. It is well known that the rotor gap can change the gas turbine efficiency, but the impact of the random variation of the ...