Abstract
Adsorption processes are expected to play an important role in carbon dioxide capture, utilization and storage (CCUS). In particular, blast furnace gas (BFG) from the steel industry is one of the major sources of CO2 emissions, and reducing emissions from this source is a major challenge. BFG can be treated as valuable hydrogen (H2) source through water gas shift reactions, which may allow synthesis of methane and methanol if the purification of these two gases is possible. This study proposes and designs a new Vacuum Pressure Swing Adsorption (VPSA) process that consists of two tandem adsorption columns for simultaneous separation of H2 and CO2 from BFG. A mathematical model is developed to predict the performance of the proposed process. The model is fitted to the experimental data using a VPSA pilot plant, which were demonstrated to predict flow rates within an error of 6%. Furthermore, the model was used to perform multi-objective optimization to analyze trade-offs among throughput, energy consumption, CO2 purity, and recovery. Finally, we analyzed the optimal design and operating conditions such as pressure and column height.
Similar content being viewed by others
Abbreviations
- ad ratio :
-
Ratio of adsorption time to desorption time [–]
- C :
-
Total concentration [mol/m3]
- C i :
-
Concentration of component i [mol/m3]
- Cp g :
-
Heat capacity of gas [J/kg/K]
- Cp s :
-
Heat capacity of solid [J/kg/K]
- Cp w :
-
Wall heat capacity [J/kg/K]
- De :
-
Effective diffusivity [m2/s]
- D i,j :
-
Gas diffusivity [m2/s]
- D p :
-
Adsorbent diameter [m]
- D X :
-
Axial dispersion coefficient [m2/s]
- D z :
-
Dispersion coefficient [m2/s]
- E :
-
Energy consumption for a unit mole of recovered gas [kJ/mol]
- E max :
-
Upper bound of energy consumption [kJ/mol]
- Feed :
-
Total molar volume of gas that enters the VPSA [mol/m2]
- F :
-
Feed inflow rate [NL/min]
- F in :
-
Feed gas flow rate [NL/min]
- Flow :
-
Flow rate from the column [NL/min]
- h air :
-
Heat transfer coefficient of air [J/m2/s/K]
- h i :
-
Heat transfer coefficient [J/m2/s/K]
- K i :
-
Affinity constant of component i [bar−1]
- K L :
-
Effective axial thermal coefficient [J/m/s/K]
- L 1, L 2 :
-
Height of column 1 and 2 [m]
- M :
-
Penalty constant
- Mw i :
-
Molecular weight of component i [g/mol]
- N Comp :
-
Number of components
- P :
-
Total pressure [Pa]
- P 1, P 2 :
-
Pressure of column 1 and column 2 [kPa]
- P atm :
-
Atmospheric pressure [kPa]
- P i :
-
Partial pressure of component i [bar]
- P in :
-
Pressure of column inlet [Pa]
- P ur min :
-
Lower bound of purity [%]
- q 0i :
-
Saturation capacity [mol/kg]
- q i :
-
Adsorption amount of component i [mol/kg]
- q i*:
-
Adsorption amount of component i in the equilibrium state [mol/kg]
- R :
-
Gas constant [J/k/mol]
- R b :
-
Radius of the column [m]
- R ec min :
-
Lower bound of recovery [%]
- Re p :
-
Particle Reynolds number [−]
- R p :
-
Adsorbent radius [m]
- Si :
-
Set for step index [−]
- t :
-
Time [s]
- T air :
-
Air temperature [K]
- t cy :
-
Cycle time [t]
- T in :
-
Temperature of column inlet [K]
- T wall :
-
Wall temperature [K]
- u :
-
Superficial velocity [m/s]
- U :
-
Overall heat transfer coefficient [J/m/s/K]
- work ad :
-
Work of adsorption [kJ]
- work de :
-
Work of desorption [kJ]
- y i :
-
Mole fraction of component i [−]
- z :
-
Coordinate in the axial direction [m]
- α, β :
-
Parameters for approximation of pressure
- γ :
-
Heat capacity ratio [−]
- γ i, δ i :
-
Parameters used in the boundary conditions
- ΔH i :
-
Adsorption enthalpy [J/mol]
- ε 1, ε 2 :
-
Tolerance variables to enforce a cyclic steady state for column 1 and 2 [−]
- ε b :
-
Bed void [−]
- ε t :
-
Total void fraction [−]
- η blower :
-
Efficiency of blower [−]
- η pump :
-
Efficiency of pump [−]
- θ :
-
Vector of parameters to be estimated
- \({\theta }_{lit}\) :
-
Initial parameter value
- λ ads :
-
Thermal conductivity of solid [J/m/s/K]
- λ g :
-
Estimated thermal conductivity of gas [J/m/s/K]
- λ wall :
-
Thermal conductivity of wall [J/m/s/K]
- μ :
-
Viscosity [Pa s]
- ρ :
-
Regularization coefficient [−]
- ρ b :
-
Density of bed [kg/m3]
- ρ g :
-
Density of gas [kg/m3]
- ρ p :
-
Adsorbent density [kg/m3]
- ρ w :
-
Wall density [kg/m3]
- φ :
-
Vector of state variables
- a d :
-
Adsorption
- b l :
-
Blowdown
- d e :
-
Desorption
- exp :
-
Experimental value
- l it :
-
Literature value
- M odel :
-
Modeled value
- p r :
-
Pressurization
References
Houghton, J.: Global warming. Rep. Prog. Phys. 68(6), 1343–1403 (2005). https://doi.org/10.1088/0034-4885/68/6/R02
Smit, B., Reimer, J., Oldenburg, C., Bourg, I.: Introduction to Carbon Capture and Sequestration. Imperial College Press, London (2014)
Tapia, J.F.D., Lee, J.-Y., Ooi, R.E.H., Foo, D.C.Y., Tan, R.R.: A review of optimization and decision-making models for the planning of CO2 capture, utilization and storage (CCUS) systems. Sustain. Prod. Consump. 13, 1–15 (2018). https://doi.org/10.1016/j.spc.2017.10.001
International Energy Agency. Energy technology perspectives. In: Strategies (Issue June), Paris (2008)
Haraoka, T., Mogi, Y., Saima, H.: PSA system for the recovery of carbon dioxide from blast furnace gas in steel works the infuence of operation conditions on Co2 separation. Kagaku Kogaku Ronbunshu 39(5), 439–444 (2013). https://doi.org/10.1252/kakoronbunshu.39.439
National Institute for Environmental Studies. National Greenhouse Gas Inventory Report of JAPAN 2020 (2020)
Shigaki, N., Mogi, Y., Haraoka, T., Sumi, I.: Reduction of electric power consumption in CO2-PSA with zeolite 13X adsorbent. Energies 11(4), 900 (2018). https://doi.org/10.3390/en11040900
Chen, W.H., Chen, C.Y.: Water gas shift reaction for hydrogen production and carbon dioxide capture: a review. Appl. Energy 258(2019), 114078 (2020). https://doi.org/10.1016/j.apenergy.2019.114078
Rhodes, C., Hutchings, G.J., Ward, A.M.: Water-gas shift reaction: finding the mechanistic boundary. Catal. Today 23(1), 43–58 (1995). https://doi.org/10.1016/0920-5861(94)00135-O
Wang, W., Gong, J.: Methanation of carbon dioxide: an overview. Front. Chem. Eng. China 5(1), 2–10 (2011). https://doi.org/10.1007/s11705-010-0528-3
Wang, W.H., Himeda, Y., Muckerman, J.T., Manbeck, G.F., Fujita, E.: CO2 hydrogenation to formate and methanol as an alternative to photo- and electrochemical CO2 reduction. Chem. Rev. 115(23), 12936–12973 (2015). https://doi.org/10.1021/acs.chemrev.5b00197
Streb, A., Mazzotti, M.: Novel adsorption process for co-production of hydrogen and CO2 from a multicomponent stream-part 2: application to steam methane reforming and autothermal reforming gases. Ind. Eng. Chem. Res. 59(21), 10093–10109 (2020). https://doi.org/10.1021/acs.iecr.9b06953
Haghpanah, R., Majumder, A., Nilam, R., Rajendran, A., Farooq, S., Karimi, I.A., Amanullah, M.: Multiobjective optimization of a four-step adsorption process for postcombustion CO2 capture via finite volume simulation. Ind. Eng. Chem. Res. 52(11), 4249–4265 (2013). https://doi.org/10.1021/ie302658y
Haghpanah, R., Nilam, R., Rajendran, A., Farooq, S., Karimi, I.A.: Cycle synthesis and optimization of a VSA process for postcombustion CO2 capture. AIChE J. 59(12), 4735–4748 (2013). https://doi.org/10.1002/aic.14192
Farooq, S., Ruthven, D.M.: Numerical simulation of a kinetically controlled pressure swing adsorption bulk separation process based on a diffusion model. Chem. Eng. Sci. 46(9), 2213–2224 (1991). https://doi.org/10.1016/0009-2509(91)85121-D
Malek, A., Farooq, S.: Hydrogen purification from refinery fuel gas by pressure swing adsorption. AIChE J. 44(9), 1985–1992 (1998). https://doi.org/10.1002/aic.690440906
Saima, H., Mogi, Y., Haraoka, T.: Development of PSA system for the recovery of carbon dioxide and carbon monoxide from blast furnace gas in steel works. Energy Procedia 37(19), 7152–7159 (2013). https://doi.org/10.1016/j.egypro.2013.06.652
Susarla, N., Haghpanah, R., Karimi, I.A., Farooq, S., Rajendran, A., Tan, L.S.C., Lim, J.S.T.: Energy and cost estimates for capturing CO2 from a dry flue gas using pressure/vacuum swing adsorption. Chem. Eng. Res. Des. 102, 354–367 (2015). https://doi.org/10.1016/j.cherd.2015.06.033
Hasan, M.M.F., First, E.L., Boukouvala, F., Floudas, C.A.: A multi-scale framework for CO2 capture, utilization, and sequestration: CCUS and CCU. Comput. Chem. Eng. 81, 2–21 (2015). https://doi.org/10.1016/j.compchemeng.2015.04.034
Agarwal, A., Biegler, L.T., Zitney, S.E.: A superstructure-based optimal synthesis of PSA cycles for post-combustion CO2 capture. AIChE J. 56(7), 1813–1828 (2010). https://doi.org/10.1002/aic.12107
Casas, N., Schell, J., Joss, L., Mazzotti, M.: A parametric study of a PSA process for pre-combustion CO2 capture. Sep. Purif. Technol. 104, 183–192 (2013). https://doi.org/10.1016/j.seppur.2012.11.018
Leperi, K.T., Yancy-Caballero, D., Snurr, R.Q., You, F.: 110th anniversary: surrogate models based on artificial neural networks to simulate and optimize pressure swing adsorption cycles for CO2 capture. Ind. Eng. Chem. Res. 58(39), 18241–18252 (2019). https://doi.org/10.1021/acs.iecr.9b02383
Ruthven, D.M., Farooq, S., Knaebel, K.S.: Pressure Swing Adsorption. Wiley, New York (1994)
Ko, D., Siriwardane, R., Biegler, L.T.: Optimization of pressure swing adsorption and fractionated vacuum pressure swing adsorption processes for CO2 capture. Ind. Eng. Chem. Res. 44(21), 8084–8094 (2005). https://doi.org/10.1021/ie050012z
Ho, M.T., Allinson, G.W., Wiley, D.E.: Reducing the cost of CO2 capture from flue gases using pressure swing adsorption. Ind. Eng. Chem. Res. 47(14), 4883–4890 (2008). https://doi.org/10.1021/ie070831e
Xiao, P., Zhang, J., Webley, P., Li, G., Singh, R., Todd, R.: Capture of CO2 from flue gas streams with zeolite 13X by vacuum-pressure swing adsorption. Adsorption 14(4–5), 575–582 (2008). https://doi.org/10.1007/s10450-008-9128-7
Grande, C.A.: Advances in pressure swing adsorption for gas separation. ISRN Chem Eng 2012, 1–13 (2012). https://doi.org/10.5402/2012/982934
Choi, W.K., Kwon, T.I., Yeo, Y.K., Lee, H., Song, H.K., Na, B.K.: Optimal operation of the pressure swing adsorption (PSA) process for CO2 recovery. Korean J. Chem. Eng. 20(4), 617–623 (2003). https://doi.org/10.1007/BF02706897
Na, B.K., Lee, H., Koo, K.K., Song, H.K.: Effect of rinse and recycle methods on the pressure swing adsorption process to recover CO2 from power plant flue gas using activated carbon. Ind. Eng. Chem. Res. 41(22), 5498–5503 (2002). https://doi.org/10.1021/ie0109509
Kim, Y.J., Nam, Y.S., Kang, Y.T.: Study on a numerical model and PSA (pressure swing adsorption) process experiment for CH4/CO2 separation from biogas. Energy 91, 732–741 (2015). https://doi.org/10.1016/j.energy.2015.08.086
Wang, L., Liu, Z., Li, P., Yu, J., Rodrigues, A.E.: Experimental and modeling investigation on post-combustion carbon dioxide capture using zeolite 13X-APG by hybrid VTSA process. Chem. Eng. J. 197, 151–161 (2012). https://doi.org/10.1016/j.cej.2012.05.017
Abdeljaoued, A., Relvas, F., Mendes, A., Chahbani, M.H.: Simulation and experimental results of a PSA process for production of hydrogen used in fuel cells. J. Environ. Chem. Eng. 6(1), 338–355 (2018). https://doi.org/10.1016/j.jece.2017.12.010
Hasan, M.M.F., Baliban, R.C., Elia, J.A., Floudas, C.A.: Modeling, simulation, and optimization of postcombustion CO2 capture for variable feed concentration and flow rate. 1. Chemical absorption and membrane processes. Ind. Eng. Chem. Res. 51(48), 15642–15664 (2012). https://doi.org/10.1021/ie301571d
Reynolds, S.P., Ebner, A.D., Ritter, J.A.: New pressure swing adsorption cycles for carbon dioxide sequestration. Adsorption 11(S1), 531–536 (2005). https://doi.org/10.1007/s10450-005-5980-x
Sircar, S.: Recent trends in pressure swing adsorption: production of multiple products from a multicomponent feed gas. Gas Sep. Purif. 7(2), 69–73 (1993). https://doi.org/10.1016/0950-4214(93)85003-E
Dong, F., Lou, H., Kodama, A., Goto, M., Hirose, T.: A new concept in the design of pressure-swing adsorption processes for multicomponent gas mixtures. Ind. Eng. Chem. Res. 38(1), 233–239 (1999). https://doi.org/10.1021/ie980323s
Kumar, R.: Adsorption process for recovering two high purity gas products from multicomponent gas mixtures. Patent No. US-4913709-A (1990).
Sircar, S., Kratz, W.C.: Simultaneous production of hydrogen and carbon dioxide from steam reformer off-gas by pressure swing adsorption. Sep. Sci. Technol. 23(14–15), 2397–2415 (1988). https://doi.org/10.1080/01496398808058461
Streb, A., Hefti, M., Gazzani, M., Mazzotti, M.: Novel adsorption process for Co-production of hydrogen and CO2 from a multicomponent stream. Ind. Eng. Chem. Res. 58(37), 17489–17506 (2019). https://doi.org/10.1021/acs.iecr.9b02817
Park, Y., Kang, J.-H., Moon, D.-K., Jo, Y.S., Lee, C.-H.: Parallel and series multi-bed pressure swing adsorption processes for H2 recovery from a lean hydrogen mixture. Chem. Eng. J. 408, 127299 (2021). https://doi.org/10.1016/j.cej.2020.127299
Shigaki, N., Mogi, Y., Kijima, H., Kakiuchi, T., Yajima, T., Kawajiri, Y.: Performance evaluation of gas fraction PSA for CCU process. Int. J. Greenh. Gas Control 120, 103763 (2022)
Ko, D., Siriwardane, R., Biegler, L.T.: Optimization of a pressure-swing adsorption process using zeolite 13X for CO2 sequestration. Ind. Eng. Chem. Res. 42(2), 339–348 (2003). https://doi.org/10.1021/ie0204540
Ko, D., Siriwardane, R., Biegler, L.T.: Optimization of pressure swing adsorption and fractionated vacuum pressure swing adsorption processes for CO2 sequestration. In: AIChE Annual Meeting, Conference Proceedings, November (2004).
Ribeiro, A.M., Grande, C.A., Lopes, F.V., Loureiro, J.M., Rodrigues, A.E.: A parametric study of layered bed PSA for hydrogen purification. Chem. Eng. Sci. 63(21), 5258–5273 (2008). https://doi.org/10.1016/j.ces.2008.07.017
Luberti, M., Kim, Y.H., Lee, C.H., Ferrari, M.C., Ahn, H.: New momentum and energy balance equations considering kinetic energy effect for mathematical modelling of a fixed bed adsorption column. Adsorption 21(5), 353–363 (2015). https://doi.org/10.1007/s10450-015-9675-7
Japan Stainless Steel Association. Physical properties of stainless steel such as electrical conductivity, magnetic permeability, and thermal expansion (2011). https://www.jssa.gr.jp/contents/faq-article/q6/. Accessed 18 June, 2021
Kogakukai, K. (ed.).: Kagaku Kogaku Binran. Maruzen (2011)
Wen, D., Ding, Y.: Heat transfer of gas flow through a packed bed. Chem. Eng. Sci. 61(11), 3532–3542 (2006). https://doi.org/10.1016/j.ces.2005.12.027
Ruthven, D.M.: Principles of Adsorption and Adsorption Processes. Wiley, New York (1984)
Suzuki, K., Harada, H., Sato, K., Okada, K., Tsuruta, M., Yajima, T., Kawajiri, Y.: Utilization of operation data for parameter estimation of simulated moving bed chromatography. J. Adv. Manuf. Process. 4(1), 1–18 (2022). https://doi.org/10.1002/amp2.10103
Tie, S., Sreedhar, B., Agrawal, G., Oh, J., Donaldson, M., Frank, T., Schultz, A., Bommarius, A., Kawajiri, Y.: Model-based design and experimental validation of simulated moving bed reactor for production of glycol ether ester. Chem. Eng. J. 301, 188–199 (2016). https://doi.org/10.1016/j.cej.2016.04.062
Tie, S., Sreedhar, B., Donaldson, M., Frank, T., Schultz, A.K., Bommarius, A.S., Kawajiri, Y.: Experimental evaluation of simulated moving bed reactor for transesterification reaction synthesis of glycol ether ester. Adsorption 25(4), 795–807 (2019). https://doi.org/10.1007/s10450-019-00048-y
Ahn, H., Hong, S.H., Zhang, Y., Lee, C.H.: Experimental and simulation study on CO2 adsorption dynamics of a zeolite 13X column during blowdown and pressurization: implications of scaleup on CO2 capture vacuum swing adsorption cycle. Ind. Eng. Chem. Res. 59(13), 6053–6064 (2020)
Shigaki, N., Mogi, Y., Haraoka, T., Furuya, E.: Measurements and calculations of the equilibrium adsorption amounts of CO2–N2, CO–N2, and CO2–CO mixed gases on 13X zeolite. SN Appl. Sci. 2(3), 1–17 (2020). https://doi.org/10.1007/s42452-020-2298-y
Streb, A., Mazzotti, M.: Adsorption in the context of clean hydrogen production: process intensification by integrating H2 purification and CO2 capture—a modeling and experimental study of multi-component adsorption. SSRN Electron. J. (2021). https://doi.org/10.2139/ssrn.3811394
Suzuki, T., Sakoda, A., & Suzuki, M.: The current status and related issues of studies on rapid pressure swing adsorption. Seisan Kenkyu 50(6), 213–220 (1998). https://doi.org/10.11188/seisankenkyu.50.213
Khajuria, H., Pistikopoulos, E.N.: Dynamic modeling and explicit/multi-parametric MPC control of pressure swing adsorption systems. J. Process Control 21(1), 151–163 (2011). https://doi.org/10.1016/j.jprocont.2010.10.021
Acknowledgements
This article is based on results obtained from a project, JPNP16002, commissioned by the New Energy and Industrial Technology Development Organization (NEDO).
Funding
Funding was provided by New Energy and Industrial Technology Development Organization (Grant Number JPNP16002).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
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
Kakiuchi, T., Yajima, T., Shigaki, N. et al. Modeling and optimal design of multicomponent vacuum pressure swing adsorber for simultaneous separation of carbon dioxide and hydrogen from industrial waste gas. Adsorption 29, 9–27 (2023). https://doi.org/10.1007/s10450-022-00371-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10450-022-00371-x