蜗壳
动态模态分解
涡流
物理
机械
流量(数学)
谐波
能量(信号处理)
旋涡脱落
情态动词
模态分析
模式(计算机接口)
领域(数学)
涡轮机械
叶轮
经典力学
计算流体力学
声学
均方根
奇异值分解
分解
播种
机械工程
能量流
作者
Yalin Li,Xianming Tao,Xikun WANG,Haichao Sun,Chao Ning
摘要
The open-type pump represents a key technological innovation for achieving pipeline-free cleaning systems, however, the complexity of its internal flow dynamics remains incompletely elucidated. To reveal the unsteady flow characteristics within the double-tongue volute of an open-type pump, proper orthogonal decomposition (POD), dynamic mode decomposition (DMD), and POD-based DMD methods were employed to analyze the evolution of vortex structures and pressure pulsations. The results reveal complex vortex structures featuring multiple frequency couplings within the double-tongue volute. All three model decomposition methods can effectively identify the spatiotemporal evolution characteristics of vortex structures. The dominant energy distribution is characterized by large-scale, alternating quasi-ordered structures at the volute inlet, associated with the blade-passing frequency. Under design condition, vortex shedding occurs at a frequency of 1.5 times the shaft rotational frequency. Under off-design conditions, a significant energy concentration is observed near the tongue, indicating that the energy loss in this region has a great impact on pump efficiency. In contrast, higher-order harmonic frequencies correspond to smaller-scale, alternating quasi-ordered structures that contribute to energy dissipation. The reconstructed flow fields based on the first 20 modes yield root mean square errors of 0.24% (POD), 0.37% (DMD), and 0.28% (POD-based DMD), demonstrating the feasibility of these methods for constructing surrogate models of the flow field and realizing optimization in the open-type pump.
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