Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing

Suo Yang, Yixing Li, Xingjian Wang, Umesh Unnikrishnan, Vigor Yang, Wenting Sun

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Abstract

In this study, two novel computationally efficient methods for the evaluation of real fluid properties are proposed and compared. The first one is a correlated dynamic evaluation of properties (CoDEP) method. In CoDEP, the time-space is dynamically categorized into many thermo-physical correlation zones, and the evaluation of real fluid properties only need to conduct once in each zone. The second one is a tabulation method, in which the real fluid properties are directly interpolated from a pre-generated look-up table. The two methods are applied to simulations of a liquid oxygen/methane mixing process at supercritical conditions. CoDEP accelerates the evaluation of compressibility factor by 4.8 times, thermodynamics properties by 3.3 times, and transport properties by 4.2 times. On the other hand, tabulation method reduces the computation time of property evaluation by more than 10 times. The overall computation acceleration for both methods are approximately a factor of two. They provide qualitatively similar predictions as the benchmark. CoDEP is significantly more accurate than the tabulation method for spatial distributions, but slightly less accurate for conditional statistics. In addition, the accuracy of both methods are insensitive to time, and CoDEP is insensitive to its threshold values.

Original languageEnglish (US)
Title of host publication53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017
PublisherAmerican Institute of Aeronautics and Astronautics Inc, AIAA
ISBN (Print)9781624105111
StatePublished - Jan 1 2017
Externally publishedYes
Event53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017 - Atlanta, Georgia
Duration: Jul 10 2017Jul 12 2017

Other

Other53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017
CountryGeorgia
CityAtlanta
Period7/10/177/12/17

Fingerprint

Fluids
Compressibility
Transport properties
Spatial distribution
Methane
Thermodynamic properties
Statistics
Oxygen
Liquids

Cite this

Yang, S., Li, Y., Wang, X., Unnikrishnan, U., Yang, V., & Sun, W. (2017). Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing. In 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017 American Institute of Aeronautics and Astronautics Inc, AIAA.

Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing. / Yang, Suo; Li, Yixing; Wang, Xingjian; Unnikrishnan, Umesh; Yang, Vigor; Sun, Wenting.

53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yang, S, Li, Y, Wang, X, Unnikrishnan, U, Yang, V & Sun, W 2017, Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing. in 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017, Atlanta, Georgia, 7/10/17.
Yang S, Li Y, Wang X, Unnikrishnan U, Yang V, Sun W. Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing. In 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA. 2017
Yang, Suo ; Li, Yixing ; Wang, Xingjian ; Unnikrishnan, Umesh ; Yang, Vigor ; Sun, Wenting. / Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing. 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, 2017.
@inproceedings{5582b53750c94473b417a399c50cc1cf,
title = "Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing",
abstract = "In this study, two novel computationally efficient methods for the evaluation of real fluid properties are proposed and compared. The first one is a correlated dynamic evaluation of properties (CoDEP) method. In CoDEP, the time-space is dynamically categorized into many thermo-physical correlation zones, and the evaluation of real fluid properties only need to conduct once in each zone. The second one is a tabulation method, in which the real fluid properties are directly interpolated from a pre-generated look-up table. The two methods are applied to simulations of a liquid oxygen/methane mixing process at supercritical conditions. CoDEP accelerates the evaluation of compressibility factor by 4.8 times, thermodynamics properties by 3.3 times, and transport properties by 4.2 times. On the other hand, tabulation method reduces the computation time of property evaluation by more than 10 times. The overall computation acceleration for both methods are approximately a factor of two. They provide qualitatively similar predictions as the benchmark. CoDEP is significantly more accurate than the tabulation method for spatial distributions, but slightly less accurate for conditional statistics. In addition, the accuracy of both methods are insensitive to time, and CoDEP is insensitive to its threshold values.",
author = "Suo Yang and Yixing Li and Xingjian Wang and Umesh Unnikrishnan and Vigor Yang and Wenting Sun",
year = "2017",
month = "1",
day = "1",
language = "English (US)",
isbn = "9781624105111",
booktitle = "53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017",
publisher = "American Institute of Aeronautics and Astronautics Inc, AIAA",

}

TY - GEN

T1 - Comparison of tabulation and correlated dynamic evaluation of real fluid properties for supercritical mixing

AU - Yang, Suo

AU - Li, Yixing

AU - Wang, Xingjian

AU - Unnikrishnan, Umesh

AU - Yang, Vigor

AU - Sun, Wenting

PY - 2017/1/1

Y1 - 2017/1/1

N2 - In this study, two novel computationally efficient methods for the evaluation of real fluid properties are proposed and compared. The first one is a correlated dynamic evaluation of properties (CoDEP) method. In CoDEP, the time-space is dynamically categorized into many thermo-physical correlation zones, and the evaluation of real fluid properties only need to conduct once in each zone. The second one is a tabulation method, in which the real fluid properties are directly interpolated from a pre-generated look-up table. The two methods are applied to simulations of a liquid oxygen/methane mixing process at supercritical conditions. CoDEP accelerates the evaluation of compressibility factor by 4.8 times, thermodynamics properties by 3.3 times, and transport properties by 4.2 times. On the other hand, tabulation method reduces the computation time of property evaluation by more than 10 times. The overall computation acceleration for both methods are approximately a factor of two. They provide qualitatively similar predictions as the benchmark. CoDEP is significantly more accurate than the tabulation method for spatial distributions, but slightly less accurate for conditional statistics. In addition, the accuracy of both methods are insensitive to time, and CoDEP is insensitive to its threshold values.

AB - In this study, two novel computationally efficient methods for the evaluation of real fluid properties are proposed and compared. The first one is a correlated dynamic evaluation of properties (CoDEP) method. In CoDEP, the time-space is dynamically categorized into many thermo-physical correlation zones, and the evaluation of real fluid properties only need to conduct once in each zone. The second one is a tabulation method, in which the real fluid properties are directly interpolated from a pre-generated look-up table. The two methods are applied to simulations of a liquid oxygen/methane mixing process at supercritical conditions. CoDEP accelerates the evaluation of compressibility factor by 4.8 times, thermodynamics properties by 3.3 times, and transport properties by 4.2 times. On the other hand, tabulation method reduces the computation time of property evaluation by more than 10 times. The overall computation acceleration for both methods are approximately a factor of two. They provide qualitatively similar predictions as the benchmark. CoDEP is significantly more accurate than the tabulation method for spatial distributions, but slightly less accurate for conditional statistics. In addition, the accuracy of both methods are insensitive to time, and CoDEP is insensitive to its threshold values.

UR - http://www.scopus.com/inward/record.url?scp=85028536066&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85028536066&partnerID=8YFLogxK

M3 - Conference contribution

SN - 9781624105111

BT - 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017

PB - American Institute of Aeronautics and Astronautics Inc, AIAA

ER -