Forum
Mar 22, 2019

Hydraulic Engineering in the Era of Big Data and Extreme Computing: Can Computers Simulate River Turbulence?

Publication: Journal of Hydraulic Engineering
Volume 145, Issue 6

Abstract

Forum papers are thought-provoking opinion pieces or essays founded in fact, sometimes containing speculation, on a civil engineering topic of general interest and relevance to the readership of the journal. The views expressed in this Forum article do not necessarily reflect the views of ASCE or the Editorial Board of the journal.

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Acknowledgments

I would like to acknowledge the contributions of my past and current students and postdoctoral associates with whom I have had the pleasure and honor to work throughout my career. Special thanks to Ali Khosronejad, Xiaolei Yang, Seokkoo Kang, Christian Escauriaza, Toni Calderer, Iman Borazjani, and Anvar Gilmanov, who worked with me at SAFL. All have made major contributions to the development of the computational tools that have enabled us to carry out the simulations that I reviewed in this paper. I am also grateful to a number of experimentalist students, colleagues, and collaborators who helped conduct the experiments and collect the data that enabled us to validate the computational models: Panos Diplas, Michele Guala, Anne Lightbody, Jessica Kozarek, Leonardo Chamorro, Greg Hill, and Chris Ellis.

References

Angelidis, D., S. Chawdhary, and F. Sotiropoulos. 2016. “Unstructured Cartesian refinement with sharp interface immersed boundary method for 3D unsteady incompressible flows.” J. Comput. Phys. 325 (15): 272–300. https://doi.org/10.1016/j.jcp.2016.08.028.
Borazjani, I., L. Ge, and F. Sotiropoulos. 2008. “Curvilinear immersed boundary method for simulating fluid structure interaction with complex 3D rigid bodies.” J. Comput. Phys. 227 (16): 7587–7620. https://doi.org/10.1016/j.jcp.2008.04.028.
Chawdhary, S., D. Angelidis, J. Colby, D. Corren, L. Shen, and F. Sotiropoulos. 2018. “Multiresolution large-eddy simulation of an array of hydrokinetic turbines in a field-scale river: The Roosevelt Island tidal energy project in New York City.” Water Resour. Res. 54 (12): 10,188–10,204. https://doi.org/10.1029/2018WR023345.
Chawdhary, S., G. Hill, X. Yang, M. Guala, and F. Sotiropoulos. 2017. “Wake characteristics of a tri-frame of axial-flow hydrokinetic turbines.” Renewable Energy 109 (Aug): 332–345. https://doi.org/10.1016/j.renene.2017.03.029.
Chrisohoides, A., and F. Sotiropoulos. 2003. “Experimental visualization of lagrangian coherent structures in aperiodic flows.” Phys. Fluids 15 (3): L25–L28. https://doi.org/10.1063/1.1540111.
Devenport, W. J., and R. L. Simpson. 1990. “Time-dependent and time-averaged turbulence structure near the nose of a wing-body junction.” J. Fluid Mech. 210 (Jan): 23–55. https://doi.org/10.1017/S0022112090001215.
Escauriaza, C., and F. Sotiropoulos. 2011a. “Initial stages of erosion and bed-form development in turbulent flow past a bridge pier.” J. Geophys. Res. 116: F03007. https://doi.org/10.1029/2010JF001749.
Escauriaza, C., and F. Sotiropoulos. 2011b. “Lagrangian dynamics of bed-load transport in turbulent junction flows.” J. Fluid Mech. 666 (Jan): 36–76. https://doi.org/10.1017/S0022112010004192.
Ge, L., and F. Sotiropoulos. 2005. “3D unsteady RANS modeling of complex hydraulic engineering flows. I: Numerical model.” J. Hydraul. Eng. 131 (9): 800–808. https://doi.org/10.1061/(ASCE)0733-9429(2005)131:9(800).
Ge, L., and F. Sotiropoulos. 2007. “A numerical method for solving the 3D unsteady incompressible navier-stokes equations in curvilinear domains with complex immersed boundaries.” J. Comp. Phys. 225 (2): 1782–1809. https://doi.org/10.1016/j.jcp.2007.02.017.
Gilmanov, A., and F. Sotiropoulos. 2005. “A hybrid Cartesian/immersed boundary method for simulating flows with 3D geometrically complex moving bodies.” J. Comput. Phys. 207 (2): 457–492. https://doi.org/10.1016/j.jcp.2005.01.020.
Kang, S., C. Hill, and F. Sotiropoulos. 2016. “On the turbulent flow structure around an instream structure with realistic geometry.” Water Resour. Res. 52 (10): 7869–7891. https://doi.org/10.1002/2016WR018688.
Kang, S., A. Lightbody, C. Hill, and F. Sotiropoulos. 2011. “High-resolution numerical simulation of turbulence in natural waterways.” Adv. Water Resour. 34 (1): 98–113. https://doi.org/10.1016/j.advwatres.2010.09.018.
Kang, S., and F. Sotiropoulos. 2011. “Flow phenomena and mechanisms in a field-scale experimental meandering channel with a pool-riffle sequence: Insights gained via numerical simulation.” J. Geophys. Res. 116 (F3): 1–22. https://doi.org/10.1029/2010JF001814.
Kang, S., and F. Sotiropoulos. 2012a. “Assessing the predictive capabilities of isotropic, eddy-viscosity Reynolds-averaged turbulence models in a natural-like meandering channel.” Water Resour. Res. 48 (6): W06505. https://doi.org/10.1029/2011WR011375.
Kang, S., and F. Sotiropoulos. 2012b. “Numerical modeling of 3D turbulent free surface flow in natural waterways.” Adv. Water Resour. 40 (May): 23–36. https://doi.org/10.1016/j.advwatres.2012.01.012.
Kang, S., and F. Sotiropoulos. 2015b. “Large-eddy simulation of 3D turbulent free surface flow past a complex stream restoration structure.” J. Hydraul. Eng. 141 (10): 04015022. https://doi.org/10.1061/(ASCE)HY.1943-7900.0001034.
Kang, S., and F. Sotiropoulos. 2015a. “Numerical study of flow dynamics around a stream restoration structure in a meandering channel.” J. Hydraul. Res. 53 (2): 178–185. https://doi.org/10.1080/00221686.2015.1023855.
Kang, S., X. Yang, and F. Sotiropoulos. 2014. “On the onset of wake meandering for an axial flow turbine in a turbulent open channel flow.” J. Fluid Mech. 744 (Apr): 376–403. https://doi.org/10.1017/jfm.2014.82.
Khosronejad, A., A. T. Hansen, J. L. Kozarek, K. Guentzel, M. Hondzo, M. Guala, P. Wilcock, J. C. Finlay, and F. Sotiropoulos. 2016a. “Large-eddy simulation of turbulence and solute transport in a forested headwater stream.” J. Geophys. Res. Earth Surf. 121 (1): 146–167. https://doi.org/10.1002/2014JF003423.
Khosronejad, A., C. Hill, S. Kang, and F. Sotiropoulos. 2013. “Computational and experimental investigation of scour past laboratory models of stream restoration rock structures.” Adv. Water Resour. 54 (Apr): 191–207. https://doi.org/10.1016/j.advwatres.2013.01.008.
Khosronejad, A., S. Kang, I. Borazjani, and F. Sotiropoulos. 2011. “Curvilinear immersed boundary method for simulating coupled flow and bed morphodynamic interactions due to sediment transport phenomena.” Adv. Water Resour. 34 (7): 829–843. https://doi.org/10.1016/j.advwatres.2011.02.017.
Khosronejad, A., S. Kang, and F. Sotiropoulos. 2012. “Experimental and computational investigation of local scour around bridge piers.” Adv. Water Resour. 37 (Mar): 73–85. https://doi.org/10.1016/j.advwatres.2011.09.013.
Khosronejad, A., J. L. Kozarek, P. Diplas, and F. Sotiropoulos. 2014. “Simulation-based approach for stream restoration structure design: Model development and validation.” J. Hydraul. Res. 140 (9): 04014042. https://doi.org/10.1061/(ASCE)HY.1943-7900.0000904.
Khosronejad, A., J. L. Kozarek, M. L. Palmsten, and F. Sotiropoulos. 2015. “Numerical simulation of large dunes in meandering streams and rivers with in-stream rock structures.” Adv. Water Resour. 81 (July): 45–61. https://doi.org/10.1016/j.advwatres.2014.09.007.
Khosronejad, A., T. Le, P. DeWall, N. Bartelt, S. Woldeamlak, X. Yang, and F. Sotiropoulos. 2016c. “High fidelity numerical modeling of Upper Mississippi River under extreme flood condition.” Adv. Water Resour. 98 (Dec): 97–113. https://doi.org/10.1016/j.advwatres.2016.10.018.
Khosronejad, A., and F. Sotiropoulos. 2014. “Numerical simulation of sand waves in a turbulent open channel flow.” J. Fluid Mech. 753 (Aug): 150–216. https://doi.org/10.1017/jfm.2014.335.
Khosronejad, A., and F. Sotiropoulos. 2017. “On the genesis and evolution of barchan dunes: Morphodynamics.” J. Fluid Mech. 815 (Mar): 117–148. https://doi.org/10.1017/jfm.2016.880.
Larsson, L., V. C. Patel, and G. Dyne. 1991. Proceedings of the 1990 SSPA-CTH-IIHR workshop on ship viscous flow. Gothenburg, Sweden: FLOWTECH International AB.
Morris, M., M. H. Mohammadi, S. Day, M. Hondzo, and F. Sotiropoulos. 2015. “Prediction of Glossosoma biomass spatial distribution in Valley Creek by field measurements and a three-dimensional turbulent open-channel flow model.” Water Resour. Res. 51 (3): 1457–1471. https://doi.org/10.1002/2014WR015887.
Musa, M., G. Hill, F. Sotiropoulos, and M. Guala. 2018. “Performance and resilience of hydrokinetic turbine arrays under large migrating fluvial bedforms.” Nat. Energy 3 (10): 839–846. https://doi.org/10.1038/s41560-018-0218-9.
Paik, J., C. Escauriaza, and F. Sotiropoulos. 2007. “On the bi-modal dynamics of the turbulent horseshoe vortex system in a wing-body junction.” Phys. Fluids 19 (4): 045107. https://doi.org/10.1063/1.2716813.
Paik, J., C. Escauriaza, and F. Sotiropoulos. 2010. “Coherent structure dynamics in turbulent flows past in-stream structures: Some insights gained via numerical simulation.” J. Hydraul. Eng. 136 (2): 981–993. https://doi.org/10.1061/(ASCE)HY.1943-7900.0000089.
Paik, J., and F. Sotiropoulos. 2005. “Coherent structure dynamics upstream of a long rectangular block at the side of a large aspect ratio channel.” Phys. Fluids 17 (11): 115104. https://doi.org/10.1063/1.2130743.
Rodi, W. 2017. “Turbulence modeling and simulation in hydraulics: A historical review.” J. Hydraul. Eng. 143 (5): 03117001. https://doi.org/10.1061/(ASCE)HY.1943-7900.0001288.
Sinha, S. K., F. Sotiropoulos, and A. J. Odgaard. 1998. “Three-dimensional numerical model for flow through natural rivers.” J. Hydraul. Eng. 124 (1): 13–24. https://doi.org/10.1061/(ASCE)0733-9429(1998)124:1(13).
Sotiropoulos, F. 2015. “Hydraulics in the era of exponentially growing computing power.” IAHR J. Hydraul. Res. 53 (5): 547–560. https://doi.org/10.1080/00221686.2015.1119210.
Sotiropoulos, F., and S. Abdallah. 1992. “A primitive variable method for the solution of external, 3-D, incompressible, viscous flows.” J. Comput. Phys. 103 (2): 336–349. https://doi.org/10.1016/0021-9991(92)90405-N.
Sotiropoulos, F., and P. Diplas. 2014. Design methods for in-stream flow control structures. Washington, DC: Transportation Research Board, National Academies of Science.
Sotiropoulos, F., and V. C. Patel. 1995. “On the role of turbulence anisotropy and near-wall modeling in predicting complex, 3D, Shear Flows.” AIAA J. 33 (3): 504–514. https://doi.org/10.2514/3.12605.
Spalart, P. 2009. “Detached-eddy simulation.” Annu. Rev. Fluid Mech. 41 (1): 181–202. https://doi.org/10.1146/annurev.fluid.010908.165130.
Tang, H., S. C. Jones, and F. Sotiropoulos. 2003. “An overset grid method for 3D, unsteady, incompressible flows.” J. Comput. Phys. 191 (2): 567–600. https://doi.org/10.1016/S0021-9991(03)00331-0.
Yang, X., A. Khosronejad, and F. Sotiropoulos. 2017. “Large-eddy simulation of a hydrokinetic turbine mounted on an erodible bed.” Renewable Energy 113 (Dec): 1419–1433. https://doi.org/10.1016/j.renene.2017.07.007.

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Go to Journal of Hydraulic Engineering
Journal of Hydraulic Engineering
Volume 145Issue 6June 2019

History

Received: Aug 16, 2018
Accepted: Oct 30, 2018
Published online: Mar 22, 2019
Published in print: Jun 1, 2019
Discussion open until: Aug 22, 2019

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Fotis Sotiropoulos, M.ASCE [email protected]
State University of New York Distinguished Professor and Dean, College of Engineering and Applied Sciences, Stony Brook Univ., Stony Brook, NY 11794. Email: [email protected]

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