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Dynamic mode decomposition of gas-liquid flow in a rotodynamic multiphase pump

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  • Liu, Ming
  • Tan, Lei
  • Cao, Shuliang

Abstract

Rotodynamic multiphase pump is vital for energy conversion and oil-gas exploitation. In the present work, the complicated transient characteristics of gas-liquid two phase flow in a multiphase pump under 10% and 20% inlet GVFs are investigated by Dynamic Mode Decomposition (DMD). Results show that the strip-shaped gas volume develops in impeller and then leads to jet impingement at diffuser inlet, which induces the inception of gas pocket in diffuser passage. The major vortex structures in the multiphase pump consist of leading edge vortex in impeller and diffuser, separation vortex in impeller, tip leakage vortex in impeller, trailing edge vortex in impeller and diffuser. Dynamic modes under significant frequency show that, the main structures are the radial inhomogeneity near pressure side in impeller, and the back flow phenomenon near suction side in diffuser.

Suggested Citation

  • Liu, Ming & Tan, Lei & Cao, Shuliang, 2019. "Dynamic mode decomposition of gas-liquid flow in a rotodynamic multiphase pump," Renewable Energy, Elsevier, vol. 139(C), pages 1159-1175.
    • Handle: RePEc:eee:renene:v:139:y:2019:i:c:p:1159-1175
    DOI: 10.1016/j.renene.2019.03.015
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    References listed on IDEAS

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    7. Liu, Yabin & Tan, Lei, 2018. "Method of C groove on vortex suppression and energy performance improvement for a NACA0009 hydrofoil with tip clearance in tidal energy," Energy, Elsevier, vol. 155(C), pages 448-461.
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    5. Han, Yadong & Tan, Lei, 2020. "Dynamic mode decomposition and reconstruction of tip leakage vortex in a mixed flow pump as turbine at pump mode," Renewable Energy, Elsevier, vol. 155(C), pages 725-734.
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    7. De Cillis, Giovanni & Semeraro, Onofrio & Leonardi, Stefano & De Palma, Pietro & Cherubini, Stefania, 2022. "Dynamic-mode-decomposition of the wake of the NREL-5MW wind turbine impinged by a laminar inflow," Renewable Energy, Elsevier, vol. 199(C), pages 1-10.
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    9. Wang, Cong & Zhang, Yongxue & Yuan, Zhiyi & Ji, Kaizhuo, 2020. "Development and application of the entropy production diagnostic model to the cavitation flow of a pump-turbine in pump mode," Renewable Energy, Elsevier, vol. 154(C), pages 774-785.
    10. Liu, Ming & Tan, Lei & Cao, Shuliang, 2020. "Influence of viscosity on energy performance and flow field of a multiphase pump," Renewable Energy, Elsevier, vol. 162(C), pages 1151-1160.
    11. Ge, Mingming & Manikkam, Pratulya & Ghossein, Joe & Kumar Subramanian, Roshan & Coutier-Delgosha, Olivier & Zhang, Guangjian, 2022. "Dynamic mode decomposition to classify cavitating flow regimes induced by thermodynamic effects," Energy, Elsevier, vol. 254(PC).
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