Abstract
Fossil fuels, such as oil or natural gas are composed of a complex mixture of hydrocarbons and impurities such as water, carbon dioxide, or nitrogen. The oil and gas companies have great interest in removing these impurities since they impact negatively natural gas production. In this regard, natural gas is commonly dehydrated with an absorbent agent, such as triethylene glycol (TEG). Due to its low volatility, there is little research concerning its partition throughout vaporization. Therefore, simulations of the natural gas industry processes need accurate calculations of thermodynamic properties and phase equilibria for the optimization of operations and design of new installations. For that, the Peng-Robinson equation of state is the most frequent model used in gas applications, refineries, and petrochemistry in a wide range of simulators. In this work, three modeling approaches are proposed to improve thermodynamics calculations: The models are based on the Peng-Robinson equation of state associated with non-random two-liquid model through the original Huron-Vidal (HV), first order modified Huron-Vidal (PR-MHV1-NRTL) and Van der Waals (PR-VdW) mixing rules. Moreover, the Peng-Robinson was coupled with the Almeida-Aznar-Telles modification in the attractive term. Parameters for the binary systems composed of components of natural gas as well as triethylene glycol were estimated. The most important results are that vapor-liquid equilibria data from 15 binary systems were correlated with the proposed modeling approaches, and a phase diagram for the ternary system methane/CO2/TEG was predicted. The main conclusions are that the PR-VdW and PR-MHV1-NRTL models are adequate to represent the available binary VLE data for natural gas components and mixtures of TEG with methane and CO2, but more experimental data regarding the molar fraction of TEG in the vapor phase are important; and that the TEG loss through vaporization in a flash vent could be around 204g per day.
Graphic abstract
Similar content being viewed by others
References
Abreu, CRA (2010). Application of Algebra and Matrix Calculus to the Prediction of Liquid-Liquid Equilibrium with the Cosmo-Sac Model. Internal Reports, Universidade Federal do Rio de Janeiro. Internal Reports, Universidade Federal do Rio de Janeiro
Abunahman SS, dos Santos LC, Tavares FW, Kontogeorgis GM (2020) A computational tool for parameter estimation in EoS: new methodologies and natural gas phase equilibria calculations. Chem Eng Sci 215:115437. https://doi.org/10.1016/j.ces.2019.115437
Akers WW, Burns JF, Fairchild WR (1954) Low-temperature phase equilibria. Ind Eng Chem 2531:2531–2534
Almeida GS, Aznar M, Telles AS (1991) Uma Nova Forma de Dependência Com a Temperatura Do Termo Atrativo de Equações de Estado Cúbicas. Cad. Eng. Quim, RBE
Aznar M, Telles AS (1997) A Data Bank of Parameters for The Attractive Coefficient of The Peng-Robinson Equation of State. Brazilian J Chem Eng 27(3):1–20. https://doi.org/10.1590/S0104-66321997000100003
Bandyopadhyay AA, Klauda JB (2011) Gas hydrate structure and pressure predictions based on an updated fugacity-based model with the PSRK equation of state. Ind Eng Chem Res 50(1):148–157. https://doi.org/10.1021/ie100440s
Behzadi B, Patel BH, Galindo A, Ghotbi C (2005) Modeling electrolyte solutions with the SAFT-VR equation using Yukawa potentials and the mean-spherical approximation. Fluid Phase Equilibria 236(1–2):241–255. https://doi.org/10.1016/j.fluid.2005.07.019
Beránek P, Wichterle I (1981) Vapour-liquid equilibria in the propane-n-butane system at high pressures. Fluid Phase Equilibria 6(3–4):279–282. https://doi.org/10.1016/0378-3812(81)85010-8
Brown TS, Niesen VG, Sloan ED, Kidnay AJ (1989) Vapor-liquid equilibria for the binary systems of nitrogen, carbon dioxide, and n-butane at temperatures from 220 to 344 K. Fluid Phase Equilibria 53(C):7–14. https://doi.org/10.1016/0378-3812(89)80067-6
Chebbi R, Qasim M, Abdel Jabbar N (2019) Optimization of triethylene glycol dehydration of natural gas. Energy Rep 5:723–732. https://doi.org/10.1016/j.egyr.2019.06.014
Christensen DL(2009) Gas dehydration thermodynamic simulation of the water/glycol mixture. PhD thesis, Aalborg University Esbjerg
Davalos J, Anderson WR, Phelps RE, Kidnay AJ (1976) Liquid-Vapor equilibria at 250.00 K for systems containing methane, ethane, and carbon dioxide. J Chem Eng Data 21(1):81–84. https://doi.org/10.1021/je60068a030
Di Pascoli S, Femia A, Luzzati T (2001) Natural gas, cars and the environment. A (relatively) clean and cheap fuel looking for users. Ecol Econ 38(2):179–189. https://doi.org/10.1016/S0921-8009(01)00174-4
Douglas G. Elliot, Roger J. J. Chen, Patsy S (1974) Chappelear, Rlki Kobayashi: Vapor-Liquid Equilibrium of Methane-n-Butane System at Low Temperatures and High Pressures. J Chem Eng Data 19
Eberhart, R., Kennedy, J (1995) A New optimizer using particle swarm theory. Proceedings of the International Symposium on Micro Machine and Human Science, 39–43 . https://doi.org/10.1109/mhs.1995.494215
Environmental Protection Agency: Replacing Glycol Dehydrators With Desiccant Dehydrators (2006). https://www.epa.gov/sites/default/files/2016-06/documents/ll_desde.pdf
Gil-Villegas A, Galindo A, Whitehead PJ, Mills SJ, Jackson G, Burgess AN (1997) Statistical associating fluid theory for chain molecules with attractive potentials of variable range. J Chem Phys 106(10):4168–4186. https://doi.org/10.1063/1.473101
Gomes De Azevedo EJS, Calado JCG (1989) Thermodynamics of liquid methane+ethane. Fluid Phase Equilibria 58(58):99–104
Grausø L, Fredenslund A, Mollerup J (1977) Vapour-liquid equilibrium data for the systems C2H6 + N2, C2H4 + N2, C3H8 + N2, and C3H6 + N2. Fluid Phase Equilibria 1(1):13–26. https://doi.org/10.1016/0378-3812(77)80022-8
Gross J (2005) An equation-of-state contribution for polar components: quadrupolar molecules. AIChE J 51(9):2556–2568. https://doi.org/10.1002/aic.10502
Han XH, Zhang YJ, Gao ZJ, Xu YJ, Zhang XJ, Chen GM (2012) Vapor-liquid equilibrium for the mixture methane (CH4) + ethane (C2H6) over the temperature range (126.01 to 140.01) K. J Chem Eng Data 57(11):3242–3246. https://doi.org/10.1021/je300843n
Heidaryan E, Moghadasi J, Rahimi M (2010) New correlations to predict natural gas viscosity and compressibility factor. J Petrol Sci Eng 73(1–2):67–72. https://doi.org/10.1016/j.petrol.2010.05.008
Hernández JP, Forero LA, Velásquez JA(2021). Modelling low pressure LLE and VLE of methanol/alkane mixtures with a modified Peng-Robinson EoS and the Huron-Vidal mixing rules. Fluid Phase Equilibria 546 (2021). https://doi.org/10.1016/j.fluid.2021.113123
Hernández A (2021) Modeling Vapor-Liquid Equilibria and Surface Tension of Carboxylic Acids + Water Mixtures Using Peng-Robinson Equation of State and Gradient Theory. Int J Thermophys 42(1):1–27. https://doi.org/10.1007/s10765-020-02763-z
Hernàndez A, Cartes M, Mejía A (2018) Measurement and modeling of isobaric vapor - Liquid equilibrium and isothermal interfacial tensions of ethanol + hexane + 2,5 - Dimethylfuran mixture. Fuel 229:105–115. https://doi.org/10.1016/j.fuel.2018.04.079
Huron M-J, Vidal J (1979) New Mixing Rules in Simple Equations of State for Representing Vapour-Liquid Equilibria of Strongly Non-Ideal Mixtures. Fluid Phase Equilibria 3:255–271
Jaeschke M, Schley P (1995) Ideal-gas thermodynamic properties for natural-gas applications. Int J Thermophys 16(6):1381–1392. https://doi.org/10.1007/BF02083547
Jou FY, Deshmukh RD, Otto FD, Mather AE (1987) Vaporliquid equilibria for acid gases and lower alkanes in triethylene glycol. Fluid Phase Equilibria 36(C):121–140. https://doi.org/10.1016/0378-3812(87)85018-5
Karakatsani EK, Economou IG (2007) Phase equilibrium calculations for multi-component polar fluid mixtures with tPC-PSAFT. Fluid Phase Equilibria 261(1–2):265–271. https://doi.org/10.1016/j.fluid.2007.07.060
Karakatsani EK, Spyriouni T, Economou IG (2005) Extended statistical associating fluid theory (SAFT) equations of state for dipolar fluids. AIChE J 51(8):2328–2342. https://doi.org/10.1002/aic.10473
Kraska T, Gubbins KE ( 1996) Phase Equilibria Calculations with a Modified SAFT Equation of State. 2. Binary Mixtures of n-Alkanes, 1-Alkanols, and Water. Ind Eng Chem Res 35( 12), 4738– 4746 . https://doi.org/10.1021/ie960233s
Lee S, Speight JG, Loyalka SK (2007) Handbook Alternative Fuel Technol 9:1399. https://doi.org/10.1039/b702989f
Li XS, Wu HJ, Englezos P (2006) Prediction of gas hydrate formation conditions in the presence of methanol, glycerol, ethylene glycol, and triethylene glycol with the statistical associating fluid theory equation of state. Ind Eng Chem Res 45(6):2131–2137. https://doi.org/10.1021/ie051204x
Machado PB, Monteiro JGM, Medeiros JL, Epsom HD, Araujo OQF (2012) Supersonic separation in onshore natural gas dew point plant. J Nat Gas Sci Eng 6:43–49. https://doi.org/10.1016/j.jngse.2012.03.001
Mahmoudjanloo H, Izadpanah AA, Osfouri S, Mohammadi AH (2013) Modeling liquid–liquid and vapor-liquid equilibria for the hydrocarbon + N-formylmorpholine system using the CPA equation of state. Chem Eng Sci 98:152–159. https://doi.org/10.1016/j.ces.2013.04.002
Mehra VS, Thodos G (1965) Vapor-liquid equilibrium in the ethane-n-butane system 10(4):307–309
Mejía A, Segura H, Vega LF, Wisniak J (2005) Simultaneous prediction of interfacial tension and phase equilibria in binary mixtures: An approach based on cubic equations of state with improved mixing rules. Fluid Phase Equilibria 227(2):225–238. https://doi.org/10.1016/j.fluid.2004.10.024
Michelsen ML (1982) The isothermal flash problem. Part I. Stability. Fluid Phase Equilibria 9(1):1–19. https://doi.org/10.1016/0378-3812(82)85001-2
Michelsen ML (1990) A modified Huron-Vidal mixing rule for cubic equations of state. Fluid Phase Equilibria 60(1–2):213–219. https://doi.org/10.1016/0378-3812(90)85053-D
Mikšovský J, Wichterle I (1975) Vapour-liquid equilibria in the ethane-propane system at high pressures. Collection Czechoslovak Chem Commun 40(2):365–370. https://doi.org/10.1135/cccc19750365
Mohsen-nia M, Moddaress H, Mansoori GA (1994) Sour natural gas and liquid equation of state. Petrol Sci Eng 12:127–136
Mokhatab S, Poe WA, Mak JY ( 2018). Handbook of Natural Gas Transmission and Processing: Principles and Practices, pp. 1– 826 https://doi.org/10.1016/C2017-0-03889-2
Mollerup J (1986) A note on the derivation of mixing rules from excess Gibbs energy models. Fluid Phase Equilibria
Mollerup J, Michelsen ML ( 2004) Thermodynamic Models: Fund Comput Aspects, pp. 1– 330
Mraw SC, Hwang SC, Kobayashi R (1978) Vapor-liquid equilibrium of the CH4-CO2 system at low temperatures. J Chem Eng Data 23(2):135–139. https://doi.org/10.1021/je60077a014
Nasrifar K, Bolland O (2006) Prediction of thermodynamic properties of natural gas mixtures using 10 equations of state including a new cubic two-constant equation of state. J Petrol Sci Eng 51:253–266. https://doi.org/10.1016/j.petrol.2006.01.004
Nelder JA, Mead R (1965) A simplex method for function minimization. Comput J 7(4):308–313. https://doi.org/10.1093/comjnl/7.4.308
Oliveira M B, Ribeiro V, Onio Jos E Queimada A, Ao J, Coutinho AP (2011) Modeling phase equilibria relevant to biodiesel production: A comparison of ge models, cubic eos, eos-ge and association eos. Ind Eng Chem Res 50:2348–2358. https://doi.org/10.1021/ie1013585
Ozturk M, Panuganti SR, Gong K, Cox KR, Vargas FM, Chapman WG (2017) Modeling natural gas-carbon dioxide system for solid-liquid-vapor phase behavior. Journal of Natural Gas Science and Engineering 45:738–746. https://doi.org/10.1016/j.jngse.2017.06.011
Pelt AV, Jin GX, Sengers JV (1994). Critical scaling laws and a classical equation of state. Int J Thermophys 15
Peng DY, Robinson DB (1976) A new two-constant equation of state. Ind Eng Chem Fundamentals 15(1):59–64. https://doi.org/10.1021/i160057a011
Petropoulou EG, Voutsas EC (2018) Thermodynamic modeling and simulation of natural gas dehydration using triethylene glycol with the UMR-PRU model. Ind Eng Chem Res 57(25):8584–8604. https://doi.org/10.1021/acs.iecr.8b01627
Qiao, Z., Wang, Z., Zhang, C., Yuan, S., Zhu, Y., Wang, J.: PVAm-PIP/PS composite membrane with high performance for CO2/N2 separation. AIChE Journal 59( 4), 215– 228 ( 2012) arXiv:0201037v1 [arXiv:physics]. https://doi.org/10.1002/aic
Reamer HH, Sage BH, Lacey WN (1950) Phase equilibria in hydrocarbon systems. Volumetric and phase behavior of the methane-propane system. Ind Eng Chem 42(3):534–539. https://doi.org/10.1021/ie50483a037
Renon H, Prausnitz JM (1968) Local compositions in thermodynamic excess functions for liquid mixtures. AICHE J 14(1):135–144
Saeedi Dehaghani AH, Badizad MH (2016) Thermodynamic modeling of gas hydrate formation in presence of thermodynamic inhibitors with a new association equation of state. Fluid Phase Equilibria 427:328–339. https://doi.org/10.1016/j.fluid.2016.07.021
Sandler SI ( 2006) Chemical, Biochemical, and Engineering Thermodynamics,
Sandler SI (1994) Equations of State for Phase Equilibrium Computations. Supercritical Fluids, 147–175 . https://doi.org/10.1007/978-94-015-8295-7_6
Schwaab M, Biscaia EC, Monteiro JL, Pinto JC (2008) Nonlinear parameter estimation through particle swarm optimization. Chem Eng Sci 63(6):1542–1552. https://doi.org/10.1016/j.ces.2007.11.024
Seong G, Yoo K-P, Lim JS (2008) Vapor-Liquid equilibria for propane (R290) + n-butane (R600) at various temperatures. J Chem Eng Data 53:2783–2786
Soave G (1972) Equilibrium constants from a modified Redlich–Kwong equation of state. Chem Eng Sci 27(6):1197–1203. https://doi.org/10.1016/0009-2509(72)80096-4
Soave G (1984) Improvement of the Van Der Waals equation of state. Chem Eng Sci 39(2):357–369. https://doi.org/10.1016/0009-2509(84)80034-2
Span R, Lemmon E W, Jacobsen R T, Wagner W, Yokozeki A, Wagner W (2000) A Reference Equation of State for the Thermodynamic Properties of Nitrogen for Temperatures from 63 . 151 to 1000 K and Pressures to 2200 MPa. J Phys Chem Reference Data 1361:2000. https://doi.org/10.1063/1.1349047
Speight JG ( 2018). Natural Gas: a basic handbook, pp. 1– 462 https://doi.org/10.1016/C2015-0-02190-6
Thol M, Richter M, May EF, Lemmon EW, Span R (2019). EOS-LNG: A Fundamental Equation of State for the Calculation of Thermodynamic Properties of Liquefied Natural Gases. Journal of Physical and Chemical Reference Data 48(3) https://doi.org/10.1063/1.5093800
Tumakaka F, Sadowski G (2004) Application of the Perturbed-Chain SAFT equation of state to polar systems. Fluid Phase Equilibria 217(2):233–239. https://doi.org/10.1016/j.fluid.2002.12.002
Valderrama OJ (2003) The State of the Cubic Equations of State. Ind Eng Chem Res 42:1603–1618
Velásquez JA, Hernández JP, Forero LA, Cardona LF (2022) Prediction of phase equilibria, density, speed of sound and viscosity of 2-alkoxyethanols mixtures: a comparison study between SAFT type EoSs and a modified PR EoS. Fluid Phase Equilibria 563(August) https://doi.org/10.1016/j.fluid.2022.113570
Wang X, Economides M (2009). Adv Nat Gas Eng. https://doi.org/10.1016/C2013-0-15532-8
Weise T (2008) Global Opt Algorithms. Theory and Application. https://doi.org/10.1017/cbo9780511691881.010
Young AF, Pessoa FLP, Ahón VRR (2016) Comparison of 20 Alpha Functions Applied in the Peng-Robinson Equation of State for Vapor Pressure Estimation. Industrial and Engineering Chemistry Research 55(22):6506–6516. https://doi.org/10.1021/acs.iecr.6b00721
Zhang X, Myhrvold NP, Hausfather Z, Caldeira K (2016) Climate benefits of natural gas as a bridge fuel and potential delay of near-zero energy systems. Appl Energy 167:317–322. https://doi.org/10.1016/j.apenergy.2015.10.016
Zudkevitch D, Joffe J (1970) Correlation and prediction of vapor-liquid equilibria with the redlich-kwong equation of state. AIChE J 16(1):112–119. https://doi.org/10.1002/aic.690160122
Zuo YX, Guo TM (1991) Extension of the Patel-Teja equation of state to the prediction of the solubility of natural gas in formation water. Chem Eng Sci 46(12):3251–3258. https://doi.org/10.1016/0009-2509(91)85026-T
Acknowledgements
The authors acknowledge the financial support from ANP-PETROBRAS, CNPq and CAPES.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Additional information
This is an invited, extended version of the manuscript presented in the COBEQ—2021—23rd Brazilian Congress of Chemical Engineering, 2021, Gramado, Brazil and published in the “Anais do 23\(^\circ\) Congresso Brasileiro de Engenharia Química” ISSN: 2178-5600 (paper number 143478)”.
Appendix A Demonstration of the matrix form of the NRTL equation
Appendix A Demonstration of the matrix form of the NRTL equation
Models of \(G^E\) usually contain variables with one or two indexes that engage in operations as \(\sum _i{a_i}\), \(\sum _j{A_{ij}b_j}\) or \(\sum _k{A_{ik}B_{kj}}\) . The NRTL model Renon and Prausnitz (1968), has two binary interaction parameters (\(A_{ij}\) and \(A_{ji}\)) and a non-randomness parameter (\(\alpha _{ij}\) = \(\alpha _{ji}\)) for each pair of components (\(A_{ii}\) = 0 and \(\alpha _{ii}\) = 0 for all i). For the NRTL model, the molar Gibbs energy in excess of a mixture is given by Eq. A.1:
where
To express this model in matrix notation, first we define the matrices in Eqs. A.4 and A.5:
where the double underlined letters represent matrices and the symbol “\(\circ\)” refers to the matrices term-by-term multiplication (Hadamard’sproduct). Translating Eq. A.1 requires a sequence of indices elimination. For example, we eliminate j by defining Eqs. A.6 and A.7:
In which the superscript “t” indicates transpose operation. Eqs. A.6 and A.7 are equivalent to the Eqs. A.8 and A.9:
where the underline letters represent vector. Next, i is eliminated by making Eqs. A.10 and A.11:
Which allows us to write Eq. A.12:
where:
Then substitutions lead to Eq. A.8:
Finally, we can use algebraic rules in order to obtain the Eq. A.16, a matrix expression for the molar excess Gibbs energy via NRTL:
The next step is to obtain a similar expression for the components activity coefficients (\(\gamma _i\) for all i) by applying differentiation rules to the Eq. A.16. For that, let us consider the Eq. A.17:
In which N is the number of moles of the mixture, \(n_i\) is the number of moles of component i. The Eq. A.18 expresses the activity coefficients in matrix notation:
One can then apply the product rules and form the chain to get the Eq. A.19:
Since \(N = \underline{1}^t \underline{n}\) and, therefore, \({J}_n^t N = \underline{1}\), the vector of mole fraction is given by \(\underline{x} = N^{-1}\underline{n}\), which leads to Eq. A.20:
By applying the jacobian operator and using the product rule, we obtain an expression for \(J_x\left( \frac{\bar{G}^E}{RT}\right)\) and finally, substituting it in Eq. A.19, we have the Eq. A.21, a matrix expression for the activity coefficients via NRTL:
The two working equations (or sets) are Eqs. A.16 and A.21, where the \(\bar{G}^E\) is used directly in the expression for the mixing rule to obtain the EoS parameter \(a(\underline{x})\) and the expression for the vector \(\ln (\underline{\gamma })\) is used directly in the vector \(\ln (\underline{\phi })\) expression derived for that mixing rule.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Cavalcante, A., Oliveira, I.A.d., Segtovich, I.S.V. et al. Vapor-liquid equilibria calculations for components of natural gas using Huron-Vidal mixing rules. Braz. J. Chem. Eng. (2023). https://doi.org/10.1007/s43153-023-00301-6
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s43153-023-00301-6