Flow Field Analysis of Francis Turbine Draft Tube using POD at Design and Part Load Operating Conditions

Document Type : Regular Article

Authors

1 Department of Mechanical and Industrial Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, 247667, India

2 Division of Fluid and Experimental Mechanics, Department of Engineering Sciences and Mathematics, Lulea University of Technology, 97187, Sweden

Abstract

The hydraulic turbines, especially Francis turbines, frequently run at part load (PL) conditions to meet the dynamic energy needs. The flow field at the runner exit changes significantly with a change in the operating point. At PL, flow instabilities such as the Rotating Vortex Rope (RVR) form in the draft tube of the Francis turbine. The present paper compares the features of the velocity and vorticity field of the Francis turbine draft tube at the best efficiency point (BEP) and PL operations using the Proper Orthogonal Decomposition (POD) of the 2D-PIV data. The POD analysis decomposes the flow field into coherent and incoherent structures describing the spatiotemporal behavior of the flow field. A visual representation of the coherent structures and the turbulent length scales in the flow field is extracted and analyzed for BEP and PL, respectively. The study highlights the salient features of the draft tube flow field, which differentiate the BEP and PL operation. The fast Fourier transform of the temporal coefficients confirms the presence of RVR frequency (0.29 times the runner frequency) at PL. The phase portraits of different modes elucidate the relationship between different harmonics of the RVR frequency at PL.

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Ali, N., Cortina, G., Hamilton, N., Calaf, M., & Cal, R. B. (2017). Turbulence characteristics of a thermally stratified wind turbine array boundary layer via proper orthogonal decomposition. Journal of Fluid Mechanics, 828, 175–195. https://doi.org/10.1017/jfm.2017.492
Ali, N., Hamilton, N., DeLucia, D., & Bayoán Cal, R. (2018). Assessing spacing impact on coherent features in a wind turbine array boundary layer. Wind Energy Science, 3(1), 43–56. https://doi.org/10.5194/wes-3-43-2018
Althaus, W., Brücker, C., & Weimer, M. (1995). Breakdown of Slender Vortices, Fluid vortices,  373–426). https://doi.org/10.1007/978-94-011-0249-0_9
Berkooz, G., Holmes, P., & Lumley, J. L. (1993). The proper orthogonal decomposition in the analysis of turbulent flows. Annual Review of Fluid Mechanics, 25(1), 539–575. https://doi.org/10.1146/annurev.fl.25.010193.002543
Camp, E. H., & Cal, R. B. (2019). Low-dimensional representations and anisotropy of model rotor versus porous disk wind turbine arrays. Physical Review Fluids, 4(2), 024610. https://doi.org/10.1103/PhysRevFluids.4.024610
Carbone, M., & Bragg, A. D. (2020). Is vortex stretching the main cause of the turbulent energy cascade? Journal of Fluid Mechanics, 883, R2. https://doi.org/10.1017/jfm.2019.923
Davidson, P. A. (2015). Turbulence: an introduction for scientists and engineers. Oxford University Press.
Doulgerakis, Z. (2010). Large scale vortex and strain dynamics in mixing vessels and implications for macro-mixing enhancement. [Doctoral dissertation, University of London].
Goyal, R. (2017). Flow field investigations on a Francis turbine model during steady and transient operations. [Ph. D. thesis, Indian Institute of Technology], Roorkee.
Goyal, R., Cervantes, M. J., & Gandhi, B. K. (2017a). Vortex rope formation in a high head model Francis turbine. Journal of Fluids Engineering, 139(4). https://doi.org/10.1115/1.4035224
Goyal, R., Cervantes, M. J., & Gandhi, B. K. (2017b). Characteristics of synchronous and asynchronous modes of fluctuations in Francis turbine draft tube during load variation. International Journal of Fluid Machinery and Systems, 10(2), 164–175. https://doi.org/10.5293/IJFMS.2017.10.2.164
Goyal, R., Cervantes, M. J., Masoodi, F., & Sahu, P. (2023). A study of the velocity field during mitigation of vortex breakdown in model francis turbine at high load. Journal of Fluids Engineering, 1–42. https://doi.org/10.1115/1.4056614
Goyal, R., Gandhi, B. K., & Cervantes, M. J. (2017c). Experimental study of mitigation of a spiral vortex breakdown at high Reynolds number under an adverse pressure gradient. Physics of Fluids, 29(10), 104104. https://doi.org/10.1063/1.4999123
Goyal, R., Gandhi, B. K., & Cervantes, M. J. (2018). PIV measurements in Francis turbine – A review and application to transient operations. Renewable and Sustainable Energy Reviews, 81, 2976–2991. https://doi.org/10.1016/j.rser.2017.06.108
Hamilton, N., Tutkun, M., & Cal, R. B. (2017). Anisotropic character of low-order turbulent flow descriptions through the proper orthogonal decomposition. Physical Review Fluids, 2(1), 014601. https://doi.org/10.1103/PhysRevFluids.2.014601
Hussain, A. K. M. F. (1986). Coherent structures and turbulence. Journal of Fluid Mechanics, 173, 303–356. https://doi.org/10.1017/S0022112086001192
Khozaei, M. H., Favrel, A., & Miyagawa, K. (2022). On the generation mechanisms of low-frequency synchronous pressure pulsations in a simplified draft-tube cone. International Journal of Heat and Fluid Flow, 93, 108912. https://doi.org/10.1016/j.ijheatfluidflow.2021.108912
Kostas, J., Soria, J., & Chong, M. S. (2005). A comparison between snapshot POD analysis of PIV velocity and vorticity data. Experiments in Fluids, 38(2), 146–160. https://doi.org/10.1007/s00348-004-0873-4
Kumar, S., Cervantes, M. J., & Gandhi, B. K. (2021a). Rotating vortex rope formation and mitigation in draft tube of hydro turbines – A review from experimental perspective. Renewable and Sustainable Energy Reviews, 136, 110354. https://doi.org/10.1016/j.rser.2020.110354
Kumar, S., Khullar, S., Cervantes, M. J., & Gandhi, B. K. (2021b). Proper orthogonal decomposition of turbulent swirling flow of a draft tube at part load. IOP Conference Series: Earth and Environmental Science. https://doi.org/10.1088/1755-1315/774/1/012091
Kumar, S., Khullar, S., Goyal, R., Cervantes, M. J., & Gandhi, B. K. (2019). POD analysis of turbulent swirling flow in draft tube of a high-head Francis turbine model at part load operation. Proceedings of the 25th National and 3rd International ISHMT-ASTFE Heat and Mass Transfer Conference (IHMTC-2019). https://doi.org/10.1615/IHMTC-2019.1580
Liné, A. (2016). Eigenvalue spectrum versus energy density spectrum in a mixing tank. Chemical Engineering Research and Design, 108, 13–22. https://doi.org/10.1016/j.cherd.2015.10.023
Liné, A., Gabelle, J. C., Morchain, J., Anne-Archard, D., & Augier, F. (2013). On POD analysis of PIV measurements applied to mixing in a stirred vessel with a shear thinning fluid. Chemical Engineering Research and Design, 91(11), 2073–2083. https://doi.org/10.1016/j.cherd.2013.05.002
Litvinov, I., Sharaborin, D., Gorelikov, E., Dulin, V., Shtork, S., Alekseenko, S., & Oberleithner, K. (2022). Modal Decomposition of the Precessing Vortex Core in a Hydro Turbine Model. Applied Sciences, 12(10), 5127. https://doi.org/10.3390/app12105127
Lumley, J. L. (1967). The structure of inhomogeneous turbulence. in atmospheric turbulence and wave propagation.
Lumley, J. L., & Meyer, R. E. (1981). Transition and Turbulence. Academic Press Inc, New York. https://doi.org/10.1016/B978-0-12-493240-1.50017-X
Podvin, B., & Fraigneau, Y. (2017). A few thoughts on proper orthogonal decomposition in turbulence. Physics of Fluids, 29(2), 020709. https://doi.org/10.1063/1.4974330
Rudolf, P., & Jízdný, M. (2011). Decomposition of the swirling flow fields. Proceedings of the 4th IAHR International Meeting on Cavitation and Dynamic Problems in Hydraulic Machinery and Systems, 131–141.
Rudolf, P., & Štefan, D. (2012). Decomposition of the swirling flow field downstream of Francis turbine runner. IOP Conference Series: Earth and Environmental Science. https://doi.org/10.1088/1755-1315/15/6/062008
Rudolf, P., & Štefan, D. (2014). Reduced order model of draft tube flow. IOP Conference Series: Earth and Environmental Science,. https://doi.org/10.1088/1755-1315/22/2/022022
Rudolf, P., Urban, O., & Štefan, D. (2019). Construction of a reduced-order dynamic model for prospective swirling flow control in hydraulic turbine draft tube. IOP Conference Series: Earth and Environmental Science, 240, 022065. https://doi.org/10.1088/1755-1315/240/2/022065
Rudolf, P., Uruba, V., Štefan, D., & Hladík, O. (2013). Analysis of the coherent vortical structures in a diffuser. 5th International Workshop on Cavitation and Dynamic Problems in Hydraulic Machinery and Systems, Lausanne, Switzerland, 37.
Saarenrinne, P., & Piirto, M. (2000). Turbulent kinetic energy dissipation rate estimation from PIV velocity vector fields. Experiments in Fluids, 29(7), S300–S307. https://doi.org/10.1007/s003480070032
Salehi, S., & Nilsson, H. (2022). Flow-induced pulsations in Francis turbines during startup - A consequence of an intermittent energy system. Renewable Energy, 188, 1166–1183. https://doi.org/10.1016/j.renene.2022.01.111
Sarpkaya, T. (1971). On stationary and travelling vortex breakdowns. Journal of Fluid Mechanics, 45(3), 545–559. https://doi.org/10.1017/S0022112071000181
Shahzer, M. A., Kim, S.-J., Cho, Y., & Kim, J.-H. (2022). Suppression of vortex rope formation and pressure fluctuation using anti-swirl fins in a Francis turbine model at part load condition with cavitation inception point. Physics of Fluids, 34(9), 097106. https://doi.org/10.1063/5.0097685
Sirovich, L. (1987a). Turbulence and the dynamics of coherent structures. I. Coherent structures. Quarterly of Applied Mathematics, 45(3), 561–571. https://doi.org/10.1090/qam/910462
Sirovich, L. (1987b). Turbulence and the dynamics of coherent structures. II. Symmetries and transformations. Quarterly of Applied Mathematics, 45(3), 573–582. https://doi.org/10.1090/qam/910463
Sirovich, L. (1987c). Turbulence and the dynamics of coherent structures. III. Dynamics and scaling. Quarterly of Applied Mathematics, 45(3), 583–590. https://doi.org/10.1090/qam/910464
Stefan, D., & Rudolf, P. (2015). Proper Orthogonal Decomposition of Pressure Fields in a Draft Tube Cone of the Francis (Tokke) Turbine Model. Journal of Physics: Conference Series, 579, 012002. https://doi.org/10.1088/1742-6596/579/1/012002
Štefan, D., Rudolf, P., Muntean, S., & Susan-Resiga, R. (2017). Proper orthogonal decomposition of self-induced instabilities in decelerated swirling flows and their mitigation through axial water injection. Journal of Fluids Engineering, 139(8). https://doi.org/10.1115/1.4036244
Tennekes, H., & Lumley, J. L. (1972). A first course in turbulence. MIT Press.
Tutkun, M., & George, W. K. (2017). Lumley decomposition of turbulent boundary layer at high Reynolds numbers. Physics of Fluids, 29(2), 020707. https://doi.org/10.1063/1.4974746
Wang, L., Cui, J., Shu, L., Jiang, D., Xiang, C., Li, L., & Zhou, P. (2022). Research on the vortex rope control techniques in draft tube of francis turbines. Energies, 15(24), 9280. https://doi.org/10.3390/en15249280