Development and assessment of POD for analysis of turbulent flow in piston engines

Research output: Contribution to conferencePaper

21 Citations (Scopus)

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.

Original languageEnglish (US)
StatePublished - Dec 1 2011
EventSAE 2011 World Congress and Exhibition - Detroit, MI, United States
Duration: Apr 12 2011Apr 12 2011

Other

OtherSAE 2011 World Congress and Exhibition
CountryUnited States
CityDetroit, MI
Period4/12/114/12/11

Fingerprint

Engine pistons
Turbulent flow
Decomposition
Large eddy simulation
Engine cylinders
Velocity measurement
Engines
Computer simulation

All Science Journal Classification (ASJC) codes

  • Automotive Engineering
  • Safety, Risk, Reliability and Quality
  • Pollution
  • Industrial and Manufacturing Engineering

Cite this

Liu, K., & Haworth, D. C. (2011). Development and assessment of POD for analysis of turbulent flow in piston engines. Paper presented at SAE 2011 World Congress and Exhibition, Detroit, MI, United States.
Liu, Kai ; Haworth, Daniel Connell. / Development and assessment of POD for analysis of turbulent flow in piston engines. Paper presented at SAE 2011 World Congress and Exhibition, Detroit, MI, United States.
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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.",
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Liu, K & Haworth, DC 2011, 'Development and assessment of POD for analysis of turbulent flow in piston engines' Paper presented at SAE 2011 World Congress and Exhibition, Detroit, MI, United States, 4/12/11 - 4/12/11, .

Development and assessment of POD for analysis of turbulent flow in piston engines. / Liu, Kai; Haworth, Daniel Connell.

2011. Paper presented at SAE 2011 World Congress and Exhibition, Detroit, MI, United States.

Research output: Contribution to conferencePaper

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AU - Liu, Kai

AU - Haworth, Daniel Connell

PY - 2011/12/1

Y1 - 2011/12/1

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Liu K, Haworth DC. Development and assessment of POD for analysis of turbulent flow in piston engines. 2011. Paper presented at SAE 2011 World Congress and Exhibition, Detroit, MI, United States.