Dynamic mode decomposition analysis of the flow characteristics in a centrifugal compressor with vaned diffuser

被引:9
|
作者
Li, Xiaojian [1 ]
Zhao, Yijia [1 ]
Liu, Zhengxian [1 ]
Zhao, Ming [1 ]
机构
[1] Tianjin Univ, Sch Mech Engn, Dept Mech, Tianjin, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Centrifugal compressor; dynamic mode decomposition; flow dynamic characteristics; energy transfer; NUMERICAL-SIMULATION; STALL; VORTEX; FIELD;
D O I
10.1177/0957650920913464
中图分类号
O414.1 [热力学];
学科分类号
摘要
To understand the flow dynamic characteristics of a centrifugal compressor, the dynamic mode decomposition (DMD) method is introduced to decompose the complex three-dimensional flow field. Three operating conditions, peak efficiency (OP1), peak pressure ratio (OP2), and small mass flow rate (near stall, OP3) conditions, are analyzed. First, the physical interpretations of main dynamic modes at OP1 are identified. As a result, the dynamic structures captured by DMD method are closely associated with the flow characteristics. In detail, the BPF/2BPF (blade passing frequency) corresponds to the impeller-diffuser interaction, the rotor frequency (RF) represents the tip leakage flow (TLF) from leading edge, and the 4RF is related to the interaction among the downstream TLF, the secondary flow, and the wake vortex. Then, the evolution of the dynamic structures is discussed when the compressor mass flow rate consistently declines. In the impeller, the tip leakage vortex near leading edge gradually breaks down due to the high backpressure, resulting in multi-frequency vortices. The broken vortices further propagate downstream along streamwise direction and then interact with the flow structures of 4RF. As a result, the 8RF mode can be observed in the whole impeller, this mode is transformed from upstream RF and 4RF modes, respectively. On the other hand, the broken vortices show broadband peak spectrum, which is correlated to the stall inception. Therefore, the sudden boost of energy ratio of 14RF mode could be regarded as a type of earlier signal for compressor instability. In the diffuser, the flow structures are affected by the perturbation from the impeller. However, the flow in diffuser is more stable than that in impeller at OP1-OP3, since the leading modes are stable patterns of BPF/2BPF.
引用
收藏
页码:154 / 168
页数:15
相关论文
共 50 条
  • [41] Stability Improvement of a Turbocharger Centrifugal Compressor by a Nonaxisymmetric Vaned Diffuser
    Zheng, Xinqian
    Sun, Zhenzhong
    Kawakubo, Tomoki
    Tamaki, Hideaki
    JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME, 2018, 140 (04):
  • [42] Mechanism of stall and surge in a centrifugal compressor with a variable vaned diffuser
    Xue, Xiang
    Wang, Tong
    Zhang, Tongtong
    Yang, Bo
    CHINESE JOURNAL OF AERONAUTICS, 2018, 31 (06) : 1222 - 1231
  • [43] Experimental investigation of unsteady flow phenomena in a centrifugal compressor vaned diffuser of variable geometry
    Justen, F
    Ziegler, KU
    Gallus, HE
    JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME, 1999, 121 (04): : 763 - 771
  • [44] USE OF CASCADE TECHNOLOGY IN CENTRIFUGAL COMPRESSOR VANED DIFFUSER DESIGN
    PAMPREEN, RC
    MECHANICAL ENGINEERING, 1972, 94 (05) : 69 - &
  • [45] Mechanism of stall and surge in a centrifugal compressor with a variable vaned diffuser
    Xiang XUE
    Tong WANG
    Tongtong ZHANG
    Bo YANG
    Chinese Journal of Aeronautics, 2018, 31 (06) : 1222 - 1231
  • [46] Use of cascade technology in centrifugal compressor vaned diffuser design
    PAMPREEN RC
    1972,
  • [47] Numerical simulation of rotating stall in a centrifugal compressor with vaned diffuser
    Weiguang Huang
    Shaojuan Geng
    Junqiang Zhu
    Hongwu Zhang
    Journal of Thermal Science, 2007, 16 : 115 - 120
  • [48] Numerical Simulation of Rotating Stall in a Centrifugal Compressor with Vaned Diffuser
    Weiguang Huang~1 Shaojuan Geng~(1
    Journal of Thermal Science, 2007, (02) : 115 - 120
  • [49] USE OF CASCADE TECHNOLOGY IN CENTRIFUGAL COMPRESSOR VANED DIFFUSER DESIGN
    PAMPREEN, RC
    JOURNAL OF ENGINEERING FOR POWER-TRANSACTIONS OF THE ASME, 1972, 94 (03): : 187 - &
  • [50] Compressed dynamic mode decomposition for the analysis of centrifugal compressor volute
    Yang Xiaojian
    Zhu Xiaocheng
    Hu Chenxing
    Du Zhaohui
    INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW, 2018, 74 : 118 - 129