This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Development and Assessment of POD for Analysis of Turbulent Flow in Piston Engines
Technical Paper
2011-01-0830
ISSN: 0148-7191, e-ISSN: 2688-3627
Annotation ability available
Sector:
Language:
English
Abstract
Proper orthogonal decomposition (POD) has been proposed as an approach to analyze complex turbulent flows in piston engines, and as a basis for making quantitative, objective comparisons between in-cylinder velocity fields obtained using high-speed optical diagnostics (e.g., particle-image velocimetry - PIV) and numerical simulations (e.g., large-eddy simulation - LES). Here we explore several POD variants that can be used to analyze statistically nonstationary flows in time-varying domains, such as piston engines, in a well-defined and relatively simple geometric configuration. Systematic parametric studies are performed, including sensitivities of POD mode structure and mode convergence rate to spatial and temporal resolution. The use of POD to identify and quantify cycle-to-cycle flow variations is explored, and the ability of POD to distinguish between organized and disorganized flows is demonstrated. The findings are expected to provide guidance to other researchers who apply POD to analyze PIV and LES data for flows in real engines, and who seek to make quantitative comparisons between experimental measurements and simulation data using POD.
Recommended Content
Citation
Liu, K. and Haworth, D., "Development and Assessment of POD for Analysis of Turbulent Flow in Piston Engines," SAE Technical Paper 2011-01-0830, 2011, https://doi.org/10.4271/2011-01-0830.Also In
References
- Heywood, J. B. “Internal combustion engine fundamentals” McGraw-Hill New York 978-0070286375 1988
- Hill, P. G. Zhang, D. “The effects of swirl and tumble on combustion in spark-ignition engines,” Progress in Energy and Combustion Science 20 5 373 429 1994 10.1016/0360-1285(94)90010-8
- Drake, M. C. Haworth, D. C. “Advanced gasoline engine development using optical diagnostics and numerical modeling,” Proceedings of the Combustion Institute 31 1 99 124 2007 10.1016/j.proci.2006.08.120
- Reynolds, W. C. “Computation of turbulent flows,” Annual Review of Fluid Mechanics 8 9 183 208 1976 doi: 10.1146/annurev.fl.08.010176.001151
- El Tahry, S. H. Haworth, D. C. “Directions in turbulence modeling for in-cylinder flows in reciprocating engines,” AIAA Journal of Propulsion and Power 8 5 1040 1048 1992 10.2514/3.23590
- Haworth, D. C. Jansen, K. “Large-eddy simulation on unstructured deforming meshes: Towards reciprocating IC engines,” Computers and Fluids 29 5 493 524 2000 10.1016/S0045-7930(99)00015-8
- Haworth, D. C. “Large-eddy simulation of in-cylinder flows,” Oil and Gas Science and Technology 54 2 175 185 1999 10.2516/ogst:1999012
- Haworth, D. C. “A Review of Turbulent Combustion Modeling for Multidimensional In-Cylinder CFD,” SAE Technical Paper, 2005-01-0993 2005 10.427/2005-01-0993
- Goryntsev, D. Sadiki, A. Klein, M. Janicka, J. “Large eddy simulation based analysis of the effects of cycle-to-cycle variations on air-fuel mixing in realistic DISI IC-engines,” Proceedings of the Combustion Institute 32 2 2759 2766 2009 10.1016/j.proci.2008.06.185
- Banerjee, S. Liang, T. Rutland, C. Hu, B. “Validation of an LES Multi Mode Combustion Model for Diesel Combustion,’ SAE Technical Paper 2010-01-0361 2010 10.4271/2010-01-0361
- Liu, K. Haworth, D. C. “Large-eddy simulation for an axisymmetric piston-cylinder assembly with and without swirl,” Flow, Turbulence and Combustion 85 1 279 30 2010 10.1007/sl0494-010-9292-l
- Angelberger, C. “LES for internal combustion engine flows,” l'Institut Français du Pétrole Rueil-Malmaison, France December 1 2 2008
- Angelberger, C. “LES for internal combustion engine flows,” l'Institut Français du Pétrole Rueil-Malmaison, France November 18 19 2010
- Lumley, J. L. “Coherent structures in turbulence,” Proceedings of the Symposium on Transition and Turbulence in Fluids 215 242 Madison, WI October 13 15 1980 New York Academic Press 1981
- Lumley, J. L. “The structure of inhomogeneous turbulent fows,” Atmospheric Turbulence and Radio Wave 166 178 Nauka Moscow 1967
- Holmes, P. Lumley, J. L. Berkooz, G. “Turbulence, coherent structures, dynamical systems and symmetry” Cambridge University Press 978-0521634199 1996
- Bakewell, H. P. Lumley, J. L. “Viscous sublayer and adjacent wall region in turbulent pipe flow,” Physics of Fluids 10 9 1880 1889 1967 10.1063/1.1762382
- Payne, F. Lumley, J. L. “Large-eddy structure of the turbulent wake behind a circular cylinder,” Physics of Fluids 10 9 194 196 1967 10.1063/l.1762445
- Hilberg, D. Lazik, W. Fiedler, H. E. “The application of classical POD and snapshot POD in a turbulent shear layer with periodic structures,” Applied Scientific Research 53 6 283 291 1994 10.1007/BF00849105
- Erdil, A. Kodal, A. Aydin, K. “Decomposition of turbulent velocity fields in an SI engine,” Flow, Turbulence and Combustion 68 1 91 110 2002 10.1023/A: 1020467008591
- Raposo, J. Hentschel, W. Merzkirch, W. “Analysis of the dynamical behavior of coherent structures in in-cylinder flows of internal combustion engines,” In-Cylinder Flows of Internal Combustion Engines, Proc. 10th Int. Symp. on Applications of Laser Techniques to Fluid Mechanics Lisbon, Portugal July 10 13 2000
- Boreé, J. Marc, D. Bazile, R. Lecordier, B. “On the behavior of a large scale tumbling vortex flow,” European Series in Applied and Industrial Mathematics 7 6 56 65 1999 10.1051/proc:1999006
- Boreé, J. Maurel, S. Bazile, R. “Disruption of a compressed vortex,” Physics of Fluids 14 7 2543 2556 2002 10.1063/1.1472505
- Fogleman, M. A. “Low-dimensional models of internal combustion engine flows using the proper orthogonal decomposition,” Ph.D. thesis Cornell University Ithaca, NY 2005
- Fogleman, M. A. Lumley, J. Rempfer, D. Haworth, D. C. “Application of the proper orthogonal decomposition to datasets of internal combustion engine flows,” Journal of Turbulence 5 23 1 18 2004 10.1088/1468-5248/5/1/023
- Cosadia, I. Boreé, J. Charnay, G. Dumont, P. “Cyclic variations of the swirling flow in a diesel transparent engine,” Experiments in Fluids 41 10 115 134 2006 10.1007/s00348-006-0163-4
- Cosadia, I. Boreé, J. Dumont, P. “Coupling time-resolved PIV flow-fields and phase-invariant proper orthogonal decomposition for the description of the parameters space in a transparent diesel engine,” Experiments in Fluids 43 18 357 370 2007 10.1007/s00348-007-0338-7
- Druault, P. Guibert, P. Alizon, F. “Use of proper orthogonal decomposition for time interpolation from PIV data application to the cycle-to-cycle variation analysis of in-cylinder engine flows,” Experiments in Fluids 39 6 1009 1023 2005 10.1007/s00348-005-0035-3
- Kapitza, L. Imberdis, O. Bensler, H. P. Willand, J. Thévenin, D. “An experimental analysis of the turbulent structures generated by the intake port of a DISI-engme,” Experiments in Fluids 48 7 265 280 2009 10.1007/s00348-009-0736-0
- Berkooz, G. Holmes, P. Lumley, J. L. “The proper orthogonal decomposition in the analysis of turbulent fows,” Annual Review of Fluid Mechanics 25 16 539 575 1993 10.1146/annurev.flmd.25.1.539
- Sirovich, L. “Turbulence and the dynamics of coherent structures,” Quarterly of Applied Mathematics 45 561 590 1987
- Manhart, M. Wengle, H. “A spatiotemporal decomposition of a fully inhomogeneous turbulent flow field,” Theoretical and Computational Fluid Dynamics 5 6 233 242 1993 10.1007/BF00271660
- Morse, A. Whitelaw, J. H. Yianneskis, M. “Turbulent flow measurement by laser-Doppler anemometry in a motored reciprocating engine,” Tech. Rep. FS/78/24 Imperial College Department of Mechanical Enginnering 1978
- Morse, A. Whitelaw, J. H. Yianneskis, M. “The influence of swirl on the flow characteristics of a reciprocating piston-cylinder assembly,” Tech. Rep. FS/78/41 Imperial College Department of Mechanical Enginnering 1978
- Morse, A. Whitelaw, J. H. Yianneskis, M. “The influence of swirl on the flow characteristics of a reciprocating piston-cylinder assembly,” Journal of Fluids Engineering 102 4 478 480 1980 10.1115/1.3240728
- CD-adapco Methodology for STAR-CD VERSION 4.06 2008
- Issa, R. I. “Solution of the implicitly discretised fluid flow equations by operator-splitting,” Journal of Computational Physics 62 1 40 65 1986 10.1016/0021-9991(86)90099-9
- CD-adapco User guide for STAR-CD VERSION 4.06 2008
- Speziale, C. G. “Analytical methods for the development of Reynolds-stress closures in turbulence,” Annual Review of Fluid Mechanics 23 5 107 157 1991 10.1146/annurev.fluid.23.1.107