LAPSE:2025.0160
Published Article

LAPSE:2025.0160
High-pressure Membrane Reactor for Ammonia Decomposition: Modeling, Simulation and Scale-up using a Python-Aspen Custom Modeler Interface
June 27, 2025
Abstract
One of the current challenges for hydrogen-related technologies is its storage and transportation. The low volumetric density and low boiling point require high-pressure and low-temperature conditions for effective transport and storage. A potential solution to these challenges involves storing hydrogen in chemical compounds that can be easily transported and stored, with hydrogen being released through decomposition processes. Ammonia stands out as a promising hydrogen carrier due to its high hydrogen content (17.8% by weight), relatively mild liquefaction conditions (~10 bar at 25°C), and the availability of a well-established storage and transportation infrastructure. The objective of this study was to develop a mathematical model to analyze and design a membrane fixed-bed reactor (MFBR) for large-scale ammonia decomposition. The kinetic model for the Ru-K/CaO catalyst was obtained from the literature and validated using the experimental data reported in the original study. This catalyst was selected due to its effective performance under high-pressure conditions, which increases the drive force for hydrogen permeation in the membrane reactor. The model was developed in Aspen Custom Modeler (ACM) using a 1D pseudo-homogeneous approach. The governing equations for mass, energy, and momentum conservation were discretized via a first-order backward finite difference method. The effectiveness factor was incorporated to account for intraparticle mass transfer limitations, which are prevalent with the large particle sizes typically employed in industrial applications. The study further investigated the influence of sweep gas ratio, temperature, relative pressure, and space velocity on ammonia conversion and hydrogen recovery, employing response surface methodology generated through an ACM-Python interface. The proposed multi-tubular membrane reactor achieved approximately 94% ammonia conversion and 90% hydrogen recovery, operating at an inlet temperature of 380°C and a pressure of 40 bar. Under comparable conditions of temperature, pressure, and WHSV, the membrane reactor demonstrated an approximately 41.7% higher ammonia conversion compared to a conventional fixed-bed reactor. Furthermore, the developed model is easily transferable to Aspen Plus, facilitating subsequent process conceptual design and economic analyses.
One of the current challenges for hydrogen-related technologies is its storage and transportation. The low volumetric density and low boiling point require high-pressure and low-temperature conditions for effective transport and storage. A potential solution to these challenges involves storing hydrogen in chemical compounds that can be easily transported and stored, with hydrogen being released through decomposition processes. Ammonia stands out as a promising hydrogen carrier due to its high hydrogen content (17.8% by weight), relatively mild liquefaction conditions (~10 bar at 25°C), and the availability of a well-established storage and transportation infrastructure. The objective of this study was to develop a mathematical model to analyze and design a membrane fixed-bed reactor (MFBR) for large-scale ammonia decomposition. The kinetic model for the Ru-K/CaO catalyst was obtained from the literature and validated using the experimental data reported in the original study. This catalyst was selected due to its effective performance under high-pressure conditions, which increases the drive force for hydrogen permeation in the membrane reactor. The model was developed in Aspen Custom Modeler (ACM) using a 1D pseudo-homogeneous approach. The governing equations for mass, energy, and momentum conservation were discretized via a first-order backward finite difference method. The effectiveness factor was incorporated to account for intraparticle mass transfer limitations, which are prevalent with the large particle sizes typically employed in industrial applications. The study further investigated the influence of sweep gas ratio, temperature, relative pressure, and space velocity on ammonia conversion and hydrogen recovery, employing response surface methodology generated through an ACM-Python interface. The proposed multi-tubular membrane reactor achieved approximately 94% ammonia conversion and 90% hydrogen recovery, operating at an inlet temperature of 380°C and a pressure of 40 bar. Under comparable conditions of temperature, pressure, and WHSV, the membrane reactor demonstrated an approximately 41.7% higher ammonia conversion compared to a conventional fixed-bed reactor. Furthermore, the developed model is easily transferable to Aspen Plus, facilitating subsequent process conceptual design and economic analyses.
Record ID
Keywords
Ammonia decomposition, Hydrogen, Membrane reactor, Modeling and simulation, Reactor design
Subject
Suggested Citation
Avilez LAC, Bresciani AE, Nascimento CAO, Alves RMB. High-pressure Membrane Reactor for Ammonia Decomposition: Modeling, Simulation and Scale-up using a Python-Aspen Custom Modeler Interface. Systems and Control Transactions 4:60-66 (2025) https://doi.org/10.69997/sct.139572
Author Affiliations
Avilez LAC: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Bresciani AE: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Nascimento CAO: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Alves RMB: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Bresciani AE: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Nascimento CAO: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Alves RMB: Universidade de São Paulo, Escola Politécnica, Departament of Chemical Engineering, São Paulo, SP, Brazil
Journal Name
Systems and Control Transactions
Volume
4
First Page
60
Last Page
66
Year
2025
Publication Date
2025-07-01
Version Comments
Original Submission
Other Meta
PII: 0060-0066-1216-SCT-4-2025, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2025.0160
This Record
External Link

https://doi.org/10.69997/sct.139572
Article DOI
Download
Meta
Record Statistics
Record Views
1837
Version History
[v1] (Original Submission)
Jun 27, 2025
Verified by curator on
Jun 27, 2025
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2025.0160
Record Owner
PSE Press
Links to Related Works
References Cited
- Huang X, Lei K, Mi Y, Fang W, Li X. Recent progress on hydrogen production from ammonia decomposition: technical roadmap and catalytic mechanism. Molecules 28:5245 (2023) https://doi.org/10.3390/molecules28135245
- Lee JE, Lee J, Jeong H, Park Y-K, Kim B-S. C. Catalytic ammonia decomposition to produce hydrogen: A mini-review. Chem Eng J 475:146108 (2023) https://doi.org/10.1016/j.cej.2023.146108
- Hjeij D, Biçer Y, Koç M. Hydrogen strategy as an energy transition and economic transformation avenue for natural gas exporting countries: Qatar as a case study. Int J Hydrogen Energy 47:4977-5009 (2022) https://doi.org/10.1016/j.ijhydene.2021.11.151
- Züttel A. Hydrogen storage methods. Naturwissenschaften 91:157-172 (2004) https://doi.org/10.1007/s00114-004-0516-x
- Spatolisano E, Restelli F, Pellegrini LA, Cattaneo S, De Angelis AR, Lainati A, Roccaro E. Liquefied hydrogen, ammonia and liquid organic hydrogen carriers for harbour-to-harbour hydrogen transport: A sensitivity study. Int J Hydrogen Energy 32: 1424-1431 (2024) https://doi.org/10.1016/j.ijhydene.2024.07.241
- De Falco M, Dipaola L, Marrelli L. Heat transfer and hydrogen permeability in modelling industrial membrane reactors for methane steam reforming. Int J Hydrogen Energy 32: 2902-2913 (2007) https://doi.org/10.1016/j.ijhydene.2007.04.014
- Sayas S, Morlanés N, Katikaneni SP, Harale A, Solami B, Gascon J. High pressure ammonia decomposition on Ru-K/CaO catalyst. Catal Sci Technol 10:5027-5035 (2020) https://doi.org/10.1039/D0CY00686F
- Basile A, Paturzo L, Vazzana A. Membrane reactor for the production of hydrogen and higher hydrocarbons from methane over Ru/Al2O3 catalyst. Chem Eng J 93:31-39 (2003) https://doi.org/10.1016/S1385-8947(02)00104-3
- Pacheco M, Sira J, Kopasz J. Reaction kinetics and reactor modeling for fuel processing of liquid hydrocarbons to produce hydrogen: isooctane reforming. Appl Catal A Gen 250:161-175 (2003) https://doi.org/10.1016/S0926-860X(03)00291-6
- Dixon AG. An improved equation for the overall heat transfer coefficient in packed beds. Chem Eng Process 35:323-321 (1996) https://doi.org/10.1016/0255-2701(96)80012-2
- Madia GS, Barbieri G, Drioli E. Theoretical and experimental analysis of methane steam reforming in a membrane reactor. Can J Chem Eng 77:698-706 (1999) https://doi.org/10.1002/cjce.5450770411
- Caballero JJB, Zaini IN, Yang W. Reforming processes for syngas production: A mini-review on the current status, challenges, and prospects for biomass conversion to fuels. Appl Energy Combust Sci 10:100064 (2022) https://doi.org/10.1016/j.jaecs.2022.100064
- Li P, Chen L, Xia S, Kong R, Ge Y. Multi-objective optimal configurations of a membrane reactor for steam methane reforming. Energy Reports 8:527-538 (2022) https://doi.org/10.1016/j.egyr.2021.11.288
- Pedernera MN, Piña J, Borio DO, Bucalá V. Use of a heterogeneous two-dimensional model to improve the primary steam reformer performance. Chem Eng J 94:29-40 (2003) https://doi.org/10.1016/S1385-8947(03)00004-4
- Benyahia F, O'Neill KE. Enhanced Voidage Correlations for Packed Beds of Various Particle Shapes and Sizes. Particulate Science and Technology 23:169-177 (2005) https://doi.org/10.1080/02726350590922242
(0.08 seconds)
[0.08 s]

