Analysis of unsteady tip leakage flow in an axial compressor rotor using dynamic mode decomposition

Tip leakage flow (TLF) is an important flow structure in the compressor, and it has a significant effect on the efficiency and stability of the compressor. In this study, dynamic mode decomposition (DMD) is used to study the spatiotemporal flow structure of the tip leakage flow in a compressor rotor. The high-fidelity flow field calculated via the delayed-detached eddy simulation (DDES) of an axial compressor rotor is used as the input dataset for the DMD algorithm. The results show that the unsteady motion of the tip leakage vortex (TLV) is quite different at its generation, development, and dissipation phases. Additionally, three typical unsteady structures, the oscillation of the primary TLV, the TLV breakdown, and the unsteadiness of the unsteady blockage cell, is identified by the DMD modes. Unsteady motions also largely affect the vortex structure and loss generation, especially after the vortex breakdown. The spatiotemporal structure identified by DMD provides a new understanding, which could be helpful for the modeling or flow control of the TLF.

Authors

Institutions

Publication Details

Journal
Journal of the Global Power and Propulsion Society
Published
2024-10-24
DOI
https://doi.org/10.33737/jgpps/191168
Citations
2
Primary Topic
Turbomachinery Performance and Optimization
Type
article
Field-Weighted Citation Impact
2.60

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of unsteady tip leakage flow in an axial compressor rotor using dynamic mode decomposition

Yangwei Liu, Jiexuan Hou, Xindi Wei, Yumeng Tang
2 citations
Journal of the Global Power and Propulsion Society
Turbomachinery Performance and Optimization
2.60
article

Analysis of unsteady tip leakage flow in an axial compressor rotor using dynamic mode decomposition

Yangwei Liu, Jiexuan Hou, Xindi Wei, Yumeng Tang
article en
2 citations

Abstract

Tip leakage flow (TLF) is an important flow structure in the compressor, and it has a significant effect on the efficiency and stability of the compressor. In this study, dynamic mode decomposition (DMD) is used to study the spatiotemporal flow structure of the tip leakage flow in a compressor rotor. The high-fidelity flow field calculated via the delayed-detached eddy simulation (DDES) of an axial compressor rotor is used as the input dataset for the DMD algorithm. The results show that the unsteady motion of the tip leakage vortex (TLV) is quite different at its generation, development, and dissipation phases. Additionally, three typical unsteady structures, the oscillation of the primary TLV, the TLV breakdown, and the unsteadiness of the unsteady blockage cell, is identified by the DMD modes. Unsteady motions also largely affect the vortex structure and loss generation, especially after the vortex breakdown. The spatiotemporal structure identified by DMD provides a new understanding, which could be helpful for the modeling or flow control of the TLF.

Journal of the Global Power and Propulsion SocietyVol. 8
Beihang University (CN)
National Natural Science Foundation of China, Beihang University, National Science and Technology Major Project, Fundamental Research Funds for the Central Universities, Academic Excellence Foundation of BUAA for PHD Students
Openalex Percentile: Top 8%
Turbomachinery Performance and Optimization
2.60
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Analysis of unsteady tip leakage flow in an axial compressor rotor using dynamic mode decomposition — Yangwei Liu, Jiexuan Hou, et al. · Journal of the Global Power and Propulsion Society (2024) | TGRS Research Map | TGRS