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Forced response sensitivity analysis using an adjoint harmonic balance solver

Engels-Putzka, Anna and Backhaus, Jan and Frey, Christian (2019) Forced response sensitivity analysis using an adjoint harmonic balance solver. Journal of Turbomachinery, 141 (3), 031014. American Society of Mechanical Engineers (ASME). DOI: 10.1115/1.4041700 ISSN 0889-504X

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Official URL: https://asmedigitalcollection.asme.org/turbomachinery/article/doi/10.1115/1.4041700/475746/Forced-Response-Sensitivity-Analysis-Using-an

Abstract

This paper describes the development and initial application of an adjoint harmonic balance (HB) solver. The HB method is a numerical method formulated in the frequency domain which is particularly suitable for the simulation of periodic unsteady flow phenomena in turbomachinery. Successful applications of this method include unsteady aerodynamics as well as aeroacoustics and aeroelasticity. Here, we focus on forced response due to the interaction of neighboring blade rows. In the simulation-based design and optimization of turbomachinery components, it is often helpful to be able to compute not only the objective values-e.g., performance data of a component-themselves but also their sensitivities with respect to variations of the geometry. An efficient way to compute such sensitivities for a large number of geometric changes is the application of the adjoint method. While this is frequently used in the context of steady computational fluid dynamics (CFD), it becomes prohibitively expensive for unsteady simulations in the time domain. For unsteady methods in the frequency domain, the use of adjoint solvers is feasible but still challenging. The present approach employs the reverse mode of algorithmic differentiation (AD) to construct a discrete adjoint of an existing HB solver in the framework of an industrially applied CFD code. The paper discusses implementational issues as well as the performance of the adjoint solver, in particular regarding memory requirements. The presented method is applied to compute the sensitivities of aeroelastic objectives with respect to geometric changes in a turbine stage.

Item URL in elib:https://elib.dlr.de/132487/
Document Type:Article
Title:Forced response sensitivity analysis using an adjoint harmonic balance solver
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Engels-Putzka, AnnaAnna.Engels-Putzka (at) dlr.deUNSPECIFIED
Backhaus, Janjan.backhaus (at) dlr.dehttps://orcid.org/0000-0003-1951-3829
Frey, ChristianChristian.Frey (at) dlr.deUNSPECIFIED
Date:1 March 2019
Journal or Publication Title:Journal of Turbomachinery
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:141
DOI :10.1115/1.4041700
Page Range:031014
Publisher:American Society of Mechanical Engineers (ASME)
ISSN:0889-504X
Status:Published
Keywords:Adjoint Method, Aerodynamics, Aeroelasticity, Algorithmic differentiation, Computational fluid dynamics, Forced response, Frequency domain methods, Harmonic Balance, Optimization, Sensitivity analysis, Turbines, Turbomachinery, Unsteady flow
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:propulsion systems
DLR - Research area:Aeronautics
DLR - Program:L ER - Engine Research
DLR - Research theme (Project):L - Virtual Engine and Validation methods
Location: Köln-Porz
Institutes and Institutions:Institute of Propulsion Technology > Numerical Methodes
Deposited By: Engels-Putzka, Anna
Deposited On:10 Dec 2019 13:55
Last Modified:10 Dec 2019 13:55

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