Numerical Treatment of Polymorphic Species in Multiphase Chemical-Equilibrium Solvers for Jet-Engine Applications
DOI:
https://doi.org/10.52171/herald.453Keywords:
Chemical-Equilibrium modeling, Polymorphic species, phase stability, Gibbs Free-Energy Minimization, condensed phases, high-temperature combustionAbstract
This article presents a phase-stability criterion for treating polymorphic condensed species in high-temperature combustion-equilibrium modeling. The aim of the article is to prevent polymorph locking, invalid coefficient usage, and unstable phase switching in Gibbs free-energy minimization when composition-identical solid phases have small free-energy differences near solid-solid transition boundaries. The methods are based on identifying composition-identical condensed candidates, separating true polymorphic families from solid-liquid phase-transition cases, and inferring solid-solid transition temperatures from thermo-chemical-database interval adjacency using a dedicated phase-transition detection procedure. The stable polymorph is selected according to the current temperature relative to the inferred boundary while preserving elemental composition and stoichiometric constraints. If no transition temperature can be reliably inferred, a temperature-validity check is applied, and out-of-range polymorphs are replaced with admissible counterparts of identical composition. This phase-admissibility layer is coupled with the condensed active-set stability test, ensuring that only thermodynamically stabilizing condensed phases remain in the equilibrium solution. The novelty of the article lies in the explicit integration of polymorph phase-stability logic into KKT-based multiphase combustion-equilibrium iterations and active-set decision procedures. The proposed criterion regularizes solid-solid switching, prevents thermodynamic-data leakage outside valid polynomial intervals, and improves convergence robustness near phase-boundary regions. Benchmark temperature-sweep cases involving Cr2O3 polymorphs demonstrate stable temperature-dependent phase selection and agreement with NASA CEA at the property level, with an average relative error of approximately 0.05%. The results show that explicit phase-stability criteria provide a physically consistent and numerically robust foundation for modeling polymorphic species in multiphase combustion-equilibrium calculations.
References
1. Catana, R.M. and Badea, G.P. (2023) ‘Experimental analysis on the operating line of two gas turbine engines by testing with different exhaust nozzle geometries’, Energies, 16(15), 5627. Available at: https://doi.org/10.3390/en16155627
2. Abdulla, N. and Abdullayev, P.S. (2023) ‘The generalized tensor model for numerical investigation of combustion and flow processes in liquid rocket engine chamber’, Journal of Aeronautics and Space Technologies, 16(1), pp. 15–40. Available at:
https://jast.hho.msu.edu.tr/index.php/JAST/article/view/514
3. Abdulla, N. (2022) ‘Numerical investigation of combustion equilibrium in thrust chambers of liquid rocket engines’, Proceedings of the 73rd International Astronautical Congress, Paris, France, 18–22 September. Available at: https://dl.iafastro.directory/event/IAC-2022/paper/68767/
4. Moreno-Pacheco, L.A., Sánchez-López, F., Barbosa-Saldaña, J.G., Martínez-Trinidad, J., Carpinteyro-Pérez, M.A., Wong-Ángel, W. and García-León, R.A. (2024) `Design and numerical analysis of an annular combustion chamber', Fluids, 9(7), 161. Available at: https://doi.org/10.3390/fluids9070161
5. Kulczycki, A., Przysowa, R., Białecki, T., Gawron, B., Jasiński, R., Merkisz, J. and Pielecha, I. (2024) ‘Empirical modeling of synthetic fuel combustion in a small turbofan’, Energies, 17(11), 2622. Available at: https://doi.org/10.3390/en17112622
6. Zhu, Y., Wang, S., Wang, K., Liu, Y., Liu, C., Liu, F., Yang, J., Mu, Y. and Xu, G. (2025). A review of ignition characteristics and prediction model of combustor under high-altitude conditions’, Energies, 18(3), 527. Available at: https://doi.org/10.3390/en18030527
7. Zhao, W., Yang, X., Wang, J., Zheng, Y. and Zhou, Y. (2023) ‘Evaluation of thermodynamic and chemical kinetic models for hypersonic and high-temperature flow simulation’, Applied Sciences, 13(17), 9991. Available at: https://doi.org/10.3390/app13179991
8. Saccone, G. and Marini, M. (2024) ‘Chemical kinetic analysis of high-pressure hydrogen ignition and combustion toward green aviation’, Aerospace, 11(2), 112. Available at: https://doi.org/10.3390/aerospace11020112
9. Gordon, S. and McBride, B.J. (1994) Computer program for calculation of complex chemical equilibrium compositions and applications. Part 1: Analysis. NASA Reference Publication 1311. Washington, DC: NASA. Available at: https://ntrs.nasa.gov/citations/19950013764
10. McBride, B.J. and Gordon, S. (1996) Computer program for calculation of complex chemical equilibrium compositions and applications II. Users manual and program description. NASA Reference Publication 1311. Washington, DC: NASA. Available at: https://ntrs.nasa.gov/citations/19960044559
11. National Aeronautics and Space Administration (2025) Chemical equilibrium with applications. NASA Glenn Research Center. Available at: https://www.nasa.gov/glenn/research/chemical-equilibrium-with-applications/
12. Cantera Developers (2026) Cantera: an object-oriented software toolkit for chemical kinetics, thermodynamics, and transport processes. Available at: https://cantera.org/
13. RP Software+Engineering UG (2026) Rocket Propulsion Analysis. Available at: https://www.rocket-propulsion.com/index.htm
14. Herranz, M., Benito, J., Foteinopoulou, K., Karayiannis, N.C. and Laso, M. (2023) ‘Polymorph stability and free energy of crystallization of freely-jointed polymers of hard spheres’, Polymers, 15(6), 1335. Available at: https://doi.org/10.3390/polym15061335
15. Al-Rawe, S.K., Baranov, D., Bronowska, A.K., Cano, C., Carroll, M.A. and Waddell, P.G. (2024) ‘Polymorphism in N-(3-hydroxyphenyl)-3-methoxybenzamide’, Crystals, 14(12), 1070. Available at: https://doi.org/10.3390/cryst14121070
16. Kaptay, G. (2024) ‘The generalized phase rule, the extended definition of the degree of freedom, the component rule and the seven independent non-compositional state variables: to the 150th anniversary of the phase rule of Gibbs’, Materials, 17(24), 6048. Available at: https://doi.org/10.3390/ma17246048
17. Chi, Z., Ji, Y., Liu, N., Jiang, T., Liu, X. and Zhang, W. (2025) ‘Algorithms for solving the equilibrium composition model of arc plasma’, Entropy, 27(1), 24. Available at: https://doi.org/10.3390/e27010024
18. Moravvej, Z., Bazargani, Z. and Esmaeilzadeh, F. (2024) ‘Thermodynamic modeling and optimization of biomass and bio-renewable organic source gasification in supercritical water using Gibbs free energy minimization’, Water, 16(15), 2123. Available at: https://doi.org/10.3390/w16152123
19. dos Santos Junior, J.M., dos Reis, L.P., Vidotti, A.D.S., de Freitas, A.C.D., Mariano, A.P. and Guirardello, R. (2025) ‘Thermodynamic modeling of low-temperature Fischer–Tropsch synthesis: a Gibbs free energy minimization study for hydrocarbon production’, Processes, 13(8), 2373. Available at: https://doi.org/10.3390/pr13082373
20. Lopez-Zamora, S., Escobedo, S. and de Lasa, H. (2022) ‘A machine learning approach for phase-split calculations in n-octane/water and PASN/water systems’, Processes, 10(4), 710. Available at: https://doi.org/10.3390/pr10040710
21. Bains, W., Petkowski, J.J., Zhan, Z. and Seager, S. (2022) ‘A data resource for prediction of gas-phase thermodynamic properties of small molecules’, Data, 7(3), 33. Available at: https://doi.org/10.3390/data7030033
22. Moreno, D.E. and Hargather, C.Z. (2023) ‘Thermodynamic properties as a function of temperature of AlMoNbV, NbTaTiV, NbTaTiZr, AlNbTaTiV, HfNbTaTiZr, and MoNbTaVW refractory high-entropy alloys from first-principles calculations’, Solids, 4(4), pp. 327–343. Available at: https://doi.org/10.3390/solids4040021
23. McBride, B.J., Zehe, M.J. and Gordon, S. (2002) NASA Glenn coefficients for calculating thermodynamic properties of individual species. NASA/TP-2002-211556. Cleveland, OH: NASA Glenn Research Center. Available at: https://ntrs.nasa.gov/citations/20020085330
24. Luo, H., Xin, Q., Yao, C., Li, C., Yang, T., Wu, X., Chahine, R. and Xiao, J. (2025) ‘Effect of real gas equations on calculation accuracy of thermodynamic state in hydrogen storage tank’, Applied Sciences, 15(20), 11151. Available at:
https://doi.org/10.3390/app152011151
25. Ren, J., Yang, F., Ma, D., Le, G. and Zhong, J. (2014) ‘Pneumatic performance study of a high-pressure ejection device based on real specific energy and specific enthalpy’, Entropy, 16(9), pp. 4801–4817. Available at: https://doi.org/10.3390/e16094801
26. Madana Gopal, J.V., Morgan, R., De Sercey, G. and Vogiatzaki, K. (2023) ‘Overview of common thermophysical property modelling approaches for cryogenic fluid simulations at supercritical conditions’, Energies, 16(2), 885. Available at:
https://doi.org/10.3390/en16020885
27. Ortner, B., Schmidberger, C., Gerhardter, H., Prieler, R., Schröttner, H. and Hochenauer, C. (2023) ‘Computationally inexpensive CFD approach for the combustion of sewage sludge powder, including the consideration of water content and limestone additive variations’, Energies, 16(4), 1798. Available at: https://doi.org/10.3390/en16041798
28. Gianetti, G.G., Lucchini, T., D'Errico, G., Onorati, A. and Soltic, P. (2023) ‘Development and validation of a CFD combustion model for natural gas engines operating with different piston bowls’, Energies, 16(2), 971. Available at: https://doi.org/10.3390/en16020971
29. Abdullayev, P., Ilyasov, M. and Abdulla, N. (2017) ‘Dual-scheme profiling technique for the liquid rocket engine’, Proceedings of the International Symposium of Mechanism and Machine Science, Baku, Azerbaijan, 11–14 September. Available at: https://web.iyte.edu.tr/~gokhankiper/ISMMS/Abdullayev.pdf
30. Aitken, F., Denat, A. and Volino, F. (2024) ‘A new non-extensive equation of state for the fluid phases of argon, including the metastable states, from the melting line to 2300 K and 50 GPa’, Fluids, 9(5), 102. Available at: https://doi.org/10.3390/fluids9050102
31. Faúndez, C.A., Forero, L.A. and Valderrama, J.O. (2024) ‘Use of thermodynamically consistent phase equilibrium data to obtain a generalized Padé-type model for the Henry's constants of gases in ionic liquids’, Processes, 12(2), 343. Available at: https://doi.org/10.3390/pr12020343
32. Almeida, A.R.R.P., Pinheiro, B.D.A., León, G.P., Postolnyi, B., Araújo, J.P. and Monte, M.J.S. (2025) ‘Exploring the volatility, phase transitions, and solubility properties of five halogenated benzaldehydes’, Molecules, 30(7), 1551. Available at:
https://doi.org/10.3390/molecules30071551
33. Zhang, X., Tang, J., Qi, Z., Liu, S., Xi, C., Zhao, F., Hu, P., Zhou, H., Wang, C. and Wang, B. (2025) ‘The study of phase behavior of multi-component alkane–flue gas systems under high-temperature conditions based on molecular dynamics simulations’, Energies, 18(15), 4169. Available at: https://doi.org/10.3390/en18154169
34. Kastanidis, P., Romanos, G.E., Stubos, A.K., Pappa, G., Voutsas, E. and Tsimpanogiannis, I.N. (2024) ‘Evaluation of a simplified model for three-phase equilibrium calculations of mixed gas hydrates’, Energies, 17(2), 440. Available at:
https://doi.org/10.3390/en17020440
35. Hosseini, A., Hage, J.L.T., Meijer, K., Offerman, E. and Yang, Y. (2023) ‘On the importance of model selection for CFD analysis of high temperature gas-solid reactive flow; case study: post combustion chamber of HIsarna off-gas system’, Processes, 11(3), 839. Available at: https://doi.org/10.3390/pr11030839
36. Korukçu, M.Ö. (2024) ‘A graphical user interface for calculating exergy destruction for combustion reactions’, Processes, 12(2), 294. Available at:
https://doi.org/10.3390/pr12020294
37. Gao, J., Zhang, K., Lyu, W., Zhang, Y., Wang, M., Cheng, Y., Li, A. and Chen, X. (2025) ‘Molecular dynamics simulation of phase behavior of fluid in confined nanopores’, Processes, 13(2), 506. Available at: https://doi.org/10.3390/pr13020506
38. Hołyst, R., Żuk, P.J., Makuch, K., Maciołek, A. and Giżyński, K. (2023) ‘Fundamental relation for the ideal gas in the gravitational field and heat flow’, Entropy, 25(11), 1483. Available at: https://doi.org/10.3390/e25111483
39. Chialvo, A.A. (2024) ‘Linking solution microstructure and solvation thermodynamics of mixed-solvent systems: formal results, critical observations, and modeling pitfalls’, Thermo, 4(3), pp. 407–432. Available at: https://doi.org/10.3390/thermo4030022
40. Shaymardanov, Z., Shaymardanova, B., Kulenova, N.A., Sadenova, M.A., Shushkevich, L.V., Charykov, N.A., Semenov, K.N., Keskinov, V.A., Blokhin, A.A., Letenko, D.G., Kuznetsov, V.V. and Sadowski, V. (2022) ‘Approach for the description of chemical equilibrium shifts in the systems with free and connected chemical reactions’, Processes, 10(12), 2493. Available at: https://doi.org/10.3390/pr10122493
41. Muñoz-Cobo, J.-L. and Berna, C. (2019) ‘Chemical kinetics roots and methods to obtain the probability distribution function evolution of reactants and products in chemical networks governed by a master equation’, Entropy, 21(2), 181. Available at: https://doi.org/10.3390/e21020181
42. Kocherginsky, N.M. (2023) ‘Physicochemical mechanics and nonequilibrium chemical thermodynamics’, Entropy, 25(9), 1332. Available at: https://doi.org/10.3390/e25091332
43. Arabczyk, W., Pelka, R., Wilk, B. and Lendzion-Bieluń, Z. (2024) ‘Kinetics and thermodynamics of the phase transformation in the nanocrystalline substance--gas phase system’, Crystals, 14(2), 129. Available at: https://doi.org/10.3390/cryst14020129
44. Abdulla, N. (2026) CEAPlugins.py [Source code]. CEA-Thermochemical-Analysis. GitHub. Available at:
https://github.com/nijatabdulla/CEA-Thermochemical-Analysis/blob/main/CEAPlugins.py
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 A.M. Pashayev, A.S. Samadov, N.P. Abdulla

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

