AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
PDF (3.9 MB)
Collect
Submit Manuscript AI Chat Paper
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Research Article | Open Access

Modeling condensing flows of humid air in transonic nozzles

Tim Hertwig1( )Tim Wittmann1Piotr Wiśniewski2Jens Friedrichs1
Institute of Jet Propulsion and Turbomachinery, Technische Universität Braunschweig, 38108 Braunschweig, Germany
Department of Power Engineering and Turbomachinery, Silesian University of Technology, Stanisława Konarskiego 18, 44-100 Gliwice, Poland
Show Author Information

Abstract

The ability to accurately model condensing flows is crucial for understanding such flows in many applications. Condensing flows of pure steam have been studied extensively in the past, and several droplet growth models have been derived. The rationale for the choice of growth models for condensation in humid air is less established. Furthermore, only a few validation cases for condensation in such flows exist. This paper aims to identify existing limitations of common droplet growth laws. The Hertz–Knudsen model is compared to heat-transfer-based models by Gyarmathy and Young, using an Euler–Lagrange approach in Ansys Fluent. For this, an adaption for Young’s growth law is introduced, allowing its application in condensation of different gas mixtures. The numerical model has been validated and applied to flows in nozzles and turbines in previous publications. The accuracy of the droplet growth models is investigated in transonic nozzle test cases. A case with pure steam and a case with humid air at two different humidity values are considered. Finally, the influence of humidity, Knudsen number, and droplet radius on the growth rate of each model is shown analytically. Flows at lower humidity values with longer condensation zones are shown to benefit from the higher sensitivity of the Hertz–Knudsen model to the mass fraction of water vapor in the flow. Heat-transfer-based models tend to overestimate condensation in such flows. However, the ability to empirically adapt the growth model by Young and its applicability in different Knudsen numbers results in good agreement with validation data over a wide range of cases.

References

 
Adam, S. 1996. Numerical and experimental investigation of unsteady nozzle flows with energy supply by homogeneous condensation. Ph.D. Dissertation. Karlsruhe, Germany: Karlsruhe Institute of Technology. Available at http://worldcatlibraries.org/wcpa/oclc/258359575.
 
Bakhtar, F. 2004. Special issue on wet steam. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 218: i–iii.
 
Bakhtar, F., Young, J. B., White, A. J., Simpson, D. A. 2005. Classical nucleation theory and its application to condensing steam flow calculations. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 219: 1315–1333.
 
Brent, R. P. 1973. Algorithms for Minimization without Derivatives. Englewood Cliffs, NJ, USA: Prentice-Hall.
 
Chambre, P. A., Schaaf, S. A. 2017. Flow of Rarefied Gases. Princeton, NJ, USA: Princeton University Press.
 
Chandler, K., White, A., Young, J. 2014. Non-equilibrium wet-steam calculations of unsteady low-pressure turbine flows. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 228: 143–152.
 
Cunningham, E. 1910. On the velocity of steady fall of spherical particles through fluid medium. Proceedings of the Royal Society of London, Series A, 83: 357–365.
 
Dykas, S., Majkut, M., Smołka, K. 2020. Influence of air humidity on transonic flows with weak shock waves. Journal of Thermal Sciences, 29: 1551–1557.
 
Dykas, S., Majkut, M., Smołka, K., Strozik, M. 2017. Comprehensive investigations into thermal and flow phenomena occurring in the atmospheric air two-phase flow through nozzles. International Journal of Heat and Mass Transfer, 114: 1072–1085.
 
Dykas, S., Majkut, M., Smołka, K., Strozik, M. 2018. Numerical analysis of the impact of pollutants on water vapour condensation in atmospheric air transonic flows. Applied Mathematical Computation, 338: 451–465.
 
Fakhari, K. 2006. Development of a two-phase Eulerian–Lagrangian algorithm for condensing steam flow. In: Proceedings of the 44th AIAA Aerospace Sciences Meeting and Exhibit, 597.
 
Frenkel, Y. I. 1955. Kinetic Theory of Liquids. New York: Dover. Available at https://cds.cern.ch/record/106808?ln=de.
 
Gerber, A. G. 2002. Two-phase eulerian/Lagrangian model for nucleating steam flow. Journal of Fluids Engineering, 124: 465–475.
 
Gerber, A. G., Kermani, M. J. 2004. A pressure based Eulerian–Eulerian multi-phase model for non-equilibrium condensation in transonic steam flow. International Journal of Heat and Mass Transfer, 47: 2217–2231.
 
Grübel, M., Starzmann, J., Schatz, M., Eberle, T., Vogt, D. M., Sieverding, F. 2015. Two-phase flow modeling and measurements in low-pressure turbines—Part I: Numerical validation of wet steam models and turbine modeling. Journal of Engineering for Gas Turbines and Power, 137: 042602.
 
Gyarmathy, G. 1962. Grundlagen einer Theorie der Nassdampfturbine. Ph.D. Dissertation. Zürich, Switzerland: ETH Zurich. Available at https://www.research-collection.ethz.ch/handle/20.500.11850/131597.
 
Hill, P. G. 1966. Condensation of water vapour during supersonic expansion in nozzles. Journal of Fluid Mechanics, 25: 593–620.
 
Hughes, F. R., Starzmann, J., White, A. J., Young, J. B. 2016. A comparison of modeling techniques for polydispersed droplet spectra in steam turbines. Journal of Engineering for Gas Turbines and Power, 138: 042603.
 
IAPWS G12-15. 2015. Guideline on Thermodynamic Properties of Supercooled Water. Available at http://www.iapws.org/relguide/Supercooled.html.
 
IAPWS R7-97. 2012. Revised Release on the IAPWS Industrial Formulation 1997 for the Thermodynamic Properties of Water and Steam. Available at http://www.iapws.org/relguide/IF97-Rev.html.
 
Kantrowitz, A. 1951. Nucleation in very rapid vapor expansions. The Journal of Chemical Physics, 19: 1097–1100.
 
Moore, M. J., Sieverding, C. H. 1976. Two-Phase Steam Flow in Turbines and Separators: Theory, Instrumentation, Engineering. Washington: Hemisphere Publishing Corp.
 
Moses, C. A., Stein, G. D. 1978. On the growth of steam droplets formed in a Laval nozzle using both static pressure and light scattering measurements. Journal of Fluids Engineering, 100: 311–322.
 
Roumeliotis, I., Mathioudakis, K. 2006. Analysis of moisture condensation during air expansion in turbines. International Journal of Refrigeration, 29: 1092–1099.
 
Sasao, Y., Miyake, S., Okazaki, K., Yamamoto, S., Ooyama, H. 2013. Eulerian–Lagrangian numerical simulation of wet steam flow through multi-stage steam turbine. In: Proceedings of the ASME Turbine Technical Conference and Exposition, 1–10. Available at https://asmedigitalcollection.asme.org/GT/proceedings/GT2013/55201/V05BT25A045/250299.
 
Schiller, L. Naumann, A. 1935. A drag coefficient correlation. Zeitschrift des Vereins Deutscher Ingenieure, 77: 318–320.
 
Schuster, S., Brillert, D., Benra, F. K. 2018a. Condensation in radial turbines—Part I: Mathematical modeling. Journal of Turbomachinery, 140: 101001.
 
Schuster, S., Brillert, D., Benra, F. K. 2018b. Condensation in radial turbines—Part II: Application of the mathematical model to a radial turbine series. Journal of Turbomachinery, 140: 101002.
 
Starzmann, J., Schatz, M., Casey, M. V., Mayer, J. F., Sieverding, F. 2012. Modelling and validation of wet steam flow in a low pressure steam turbine. In: Proceedings of the ASME 2011 Turbo Expo: Turbine Technical Conference and Exposition, 2335–2346.
 
Starzmann, J., Hughes, F. R., Schuster, S., White, A. J., Halama, J., Hric, V., Kolovratník, M., Lee, H., Sova, L., Št’astný, M., et al. 2018. Results of the international wet steam modeling project. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 232: 550–570.
 
Subramaniam, S. 2013. Lagrangian–Eulerian methods for multiphase flows. Progress in Energy and Combustion Science, 39: 215–245.
 
White, A. J. 2003. A comparison of modelling methods for polydispersed wet-steam flow. International Journal of Numerical Methods in Engineering, 57: 819–834.
 
Wiśniewski, P., Dykas, S., Yamamoto, S. 2020a. Importance of air humidity and contaminations in the internal and external transonic flows. Energies, 13: 3153.
 
Wiśniewski, P., Dykas, S., Yamamoto, S., Pritz, B. 2020b. Numerical approaches for moist air condensing flows modelling in the transonic regime. International Journal of Heat and Mass Transfer, 162: 120392.
 
Wiśniewski, P., Majkut, M., Dykas, S., Smołka, K., Zhang, G., Pritz, B. 2022a. Selection of a steam condensation model for atmospheric air transonic flow prediction. Applied Thermal Engineering, 203: 117922.
 
Wiśniewski, P., Zhang, G., Dykas, S. 2022b. Numerical investigation of the influence of air contaminants on the interfacial heat transfer in transonic flow in a compressor rotor. Energies, 15: 4330.
 
Wittmann, T., Bode, C., Friedrichs, J. 2021a. The feasibility of an Euler–Lagrange approach for the modeling of wet steam. Journal of Engineering for Gas Turbines and Power, 143: 041004.
 
Wittmann, T., Lück, S., Bode, C., Friedrichs, J. 2021b. Modelling the condensation phenomena within the radial turbine of a fuel cell turbocharger. International Journal of Turbomachinery, Propulsion and Power, 6: 23.
 
Wittmann, T., Lück, S., Hertwig, T., Bode, C., Friedrichs, J. 2021c. The influence of condensation on the performance map of a fuel cell turbocharger turbine. In: Proceedings of the ASME Turbomachinery Technical Conference and Exposition, 1–12.
 
Wróblewski, W., Dykas, S., Gepert, A. 2009. Steam condensing flow modeling in turbine channels. International Journal of Multiphase Flow, 35: 498–506.
 
Young, J. B. 1982. Spontaneous condensation of steam in supersonic nozzles. Physicochemical Hydrodynamics, 3: 57–82. Available at https://ntrl.ntis.gov/NTRL/dashboard/searchResults/titleDetail/N8113306.xhtml.
 
Young, J. B. 1995. Condensation in jet engine intake ducts during stationary operation. Journal of Engineering for Gas Turbines and Power, 117: 227–236.
Experimental and Computational Multiphase Flow
Pages 344-356
Cite this article:
Hertwig T, Wittmann T, Wiśniewski P, et al. Modeling condensing flows of humid air in transonic nozzles. Experimental and Computational Multiphase Flow, 2023, 5(4): 344-356. https://doi.org/10.1007/s42757-022-0152-8

556

Views

45

Downloads

3

Crossref

2

Web of Science

3

Scopus

Altmetrics

Received: 05 April 2022
Revised: 21 September 2022
Accepted: 24 November 2022
Published: 31 March 2023
© The Author(s) 2023

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made.

The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.

To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Return