Reduced order model of draft tube flow

27th IAHR Symposium on Hydraulic Machinery and Systems

Rudolf, P.^1 ; Tefan, D.^1

Brno University of Technology, Faculty of Mechanical Engineering, V. Kaplan Department of Fluids Engineering, Technicka 2896/2, Brno

61669, Czech Republic^1

关键词: Axisymmetric simulation;    Coherent structure;    Computational simulation;    Higher resolution;    Operating points;    Proper orthogonal decompositions;    Reduced order models;    Stability analysis;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/22/2/022022/pdf
DOI  :  10.1088/1755-1315/22/2/022022

来源: IOP

【 摘 要 】

Swirling flow with compact coherent structures is very good candidate for proper orthogonal decomposition (POD), i.e. for decomposition into eigenmodes, which are the cornerstones of the flow field. Present paper focuses on POD of steady flows, which correspond to different operating points of Francis turbine draft tube flow. Set of eigenmodes is built using a limited number of snapshots from computational simulations. Resulting reduced order model (ROM) describes whole operating range of the draft tube. ROM enables to interpolate in between the operating points exploiting the knowledge about significance of particular eigenmodes and thus reconstruct the velocity field in any operating point within the given range. Practical example, which employs axisymmetric simulations of the draft tube flow, illustrates accuracy of ROM in regions without vortex breakdown together with need for higher resolution of the snapshot database close to location of sudden flow changes (e.g. vortex breakdown). ROM based on POD interpolation is very suitable tool for insight into flow physics of the draft tube flows (especially energy transfers in between different operating points), for supply of data for subsequent stability analysis or as an initialization database for advanced flow simulations.