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Three-dimensional prediction of reservoir water temperature by the lattice Boltzmann method: Validation

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Abstract

The water temperature stratification in large reservoirs might have serious ecological and environmental consequences. The modeling of the temperature distribution and its history is of great importance both for studying the underlying mechanisms and for controlling the adverse effects. To develop an effective and efficient method for simulation of temporal and spatial temperature variations, a lattice Boltzmann method (LBM) model for 3-D thermal buoyancy flows is proposed and validated by the temperature data measured in a model reservoir. This paper discusses important aspects of the LBM and its turbulence model, analyzes the gravity sinking mechanism of cold currents, and demonstrates the complexity of the temperature redistribution process. Good agreement between the simulated and measured results shows that the newly developed method is feasible and powerful, and it will be used for the water temperature prediction in actual reservoirs in a near future.

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References

  1. ZHANG Xian-E, ZHOU Xiao-de and ZANG Lin. Discussion on research methods for the water temperature in reservoir[J]. Journal of Water Resources and Water Engineering, 2006, 17(3): 1–4(in Chinese).

    Google Scholar 

  2. ZHANG Shi-jie, PENG Wen-qi. Water temperature structure and influencing factors in Ertan Reservoir[J]. Journal of Hydraulic Engineering, 2009, 40(10): 1254–1258(in Chinese).

    Google Scholar 

  3. LIU L., LIU D. and JOHNSON D. M. et al. Effects of vertical mixing on phytoplankton blooms in Xiangxi Bay of Three Gorges Reservoir: Implications for mana-gement[J]. Water Research, 2012, 46(7): 2121–2130.

    Article  Google Scholar 

  4. TEETER A. M., JOHNSON B. H. and BERGER C. et al. Hydrodynamic and sediment transport modeling with emphasis on shallow-water, vegetated areas (lakes, reservoirs, estuaries and lagoons)[J]. Hydrobiologia, 2001, 444: 1–23.

    Article  Google Scholar 

  5. DENG Yun, LI Jia and LUO Lin. Temperature prediction model for reservoirs[J]. Journal of Hydraulic Engineering, 2003, (7): 7–11(in Chinese).

    Google Scholar 

  6. BLÖCHER M. G., ZIMMERMANN G. and MOECK I. et al. 3D numerical modeling of hydrothermal processes during the lifetime of a deep geothermal reservoir[J]. Geofluids, 2010, 10(3): 406–421.

    Article  Google Scholar 

  7. LI Lan, WU Jian. The three-dimensional environmental fluid dynamics code model for research of reservoir water temperature law[J]. Chinese Journal of Hydrodynamics, 2010, 25(2): 155–164(in Chinese).

    Google Scholar 

  8. LALLEMAND P., LUO L. Theory of the lattice Boltzmann method: Dispersion, dissipation, isotropy, Galilean invariance, and stability[J]. Physical Review E, 2000, 61(6): 6546–6562.

    Article  MathSciNet  Google Scholar 

  9. SHAN X., YUAN X. and CHEN H. Kinetic theory representation of hydrodynamics: A way beyond the Navier-Stokes equation[J]. Fluid Mechanics, 2006, 550: 413–441.

    Article  MathSciNet  Google Scholar 

  10. GUO Z., SHI B. and ZHENG C. A coupled lattice BGK model for the Bouessinesq equations[J]. International Journal for Numerical Methods in Fluids, 2002. 39(4): 325–342.

    Article  MathSciNet  Google Scholar 

  11. VERHAEGHE F., BLANPAIN B. and WOLLANTS P. Lattice Boltzmann method for double-diffusive natural convection[J]. Physical Review E, 2007, 75(4): 4–10.

    Article  MathSciNet  Google Scholar 

  12. AIDUN C., CLAUSEN J. Lattice Boltzmann method for complex flows[J]. Annual Review of Fluid Mechanics, 2010, 42: 439–472.

    Article  MathSciNet  Google Scholar 

  13. MAYER G., PALES J. and HÁZI G. Large eddy simulation of subchannels using the lattice Boltzmann me-thod[J]. Annals of Nuclear Energy, 2007, 34(1): 140–149.

    Article  Google Scholar 

  14. CHENG Y., LI J. Introducing unsteady non-uniform source terms into the lattice Boltzmann model[J]. International Journal for Numerical Methods in Fluids, 2007, 56(6): 629–641.

    Article  MathSciNet  Google Scholar 

  15. PENG Y., SHU C. and CHEW Y. T. A 3D incompressible thermal lattice Boltzmann model and its application to simulate natural convection in a cubic cavity[J]. Journal of Computational Physics, 2004, 193(1): 260–274.

    Article  Google Scholar 

  16. FUSEGI T., HYUN J. M. and KUWAHARA K. et al. A numerical study of three-dimensional natural convection in a differentially heated cubical enclosure[J]. International Journal of Heat and Mass Transfer, 1991, 34(6): 1543–1557.

    Article  Google Scholar 

  17. TANG Xiao, CHENG Yong-guang. Multidimensional prediction of reservoir water temperature based on FLUENT[J]. Engineering Journal of Wuhan University, 2010, 43(1): 59–63(in Chinese).

    MathSciNet  Google Scholar 

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Correspondence to Yong-guang Cheng  (程永光).

Additional information

Project supported by the National Natural Science Foundation of China (Grant Nos. 10572106, 10872153 and 11172219) and the Specialized Research Fund for the Doctoral Program of Higher Education of China (Grant No. 20130141110013).

Biography: DIAO Wei (1990-), Male, Master

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Diao, W., Cheng, Yg., Zhang, Cz. et al. Three-dimensional prediction of reservoir water temperature by the lattice Boltzmann method: Validation. J Hydrodyn 27, 248–256 (2015). https://doi.org/10.1016/S1001-6058(15)60479-6

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  • DOI: https://doi.org/10.1016/S1001-6058(15)60479-6

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