Interface ROM for Multi-blade Interaction in Aeroengine CFD Simulations
- Jun Zhang,
- Lizhou Li
Abstract
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In order to alleviate computational duties of MDO (Multidisciplinary
Design Optimization) or RA (Reliability Analysis) involving multi-blade
interaction in aeroengine design, an interface ROM (reduced order model)
method is proposed to replace upstream and/or downstream domains in CFD
(Computational Fluid Dynamics) simulations, in which flow passage is
divided into upstream, midstream, and downstream and midstream blade is
under design. In the method, the interface velocity and pressure
relations between upstream and midstream and those between downstream
and midstream are identified by Volterra series firstly, which are
called ROM here. Then, the ROMs are coded into user defined function
(UDF) and imposed on the inlet and outlet of the midstream CFD model to
characterize the influence of upstream and downstream. In this way, the
multi-blade CFD simulation is transformed into a simple simulation of
the midstream blade, while the effect of multi-blade interaction is
kept. This will greatly reduce CFD costs involving multiple blades. The
paper addresses two primary issues of the method: 1) how to build
interface ROM by Volterra series; 2) how to consider the working
condition change in the ROM. A flow passage example of three blades is
used to verify the proposed method. The results indicate that the
proposed method is feasible. The results also show that there is error
in the ROM method. The error is minimal when only one of the upstream
and downstream domains is replaced by ROM. It increases when both
upstream and downstream domains are replaced by ROM.23 Oct 2024Submitted to Engineering Reports 23 Oct 2024Submission Checks Completed
23 Oct 2024Assigned to Editor
23 Oct 2024Review(s) Completed, Editorial Evaluation Pending
18 Nov 2024Reviewer(s) Assigned