Optimization of Renewable Energy and Hydrogen Production for Residential Load in Alberta: A CFD Study

Document Type : Research Paper

Authors

Faculty of Engineering and Applied Science, Memorial University of Newfoundland and Labrador, St. John’s, Canada

Abstract

Hydrogen, as an energy carrier, can potentially transform future energy systems significantly. However, most current commercial hydrogen production methods are carbon-intensive, contributing to atmospheric emissions. To achieve sustainable development, integrating renewable energy sources into distributed energy systems is crucial. When applied to hydrogen production, these renewable sources can drive significant growth and progress toward a cleaner, more sustainable energy future. This study aims to optimize the use of renewable energy sources in Alberta, focusing on utilizing excess electricity for hydrogen production. The novelty of this research lies in evaluating Alberta's solar and wind energy potential to lower residential electricity costs, while simultaneously harnessing surplus electricity from a hybrid system for green hydrogen production. The optimization results show that combining solar photovoltaic, wind turbines, and grid power can provide electricity at a cost 15% lower than the standard grid price. Additional financial key performance indicators, such as net present cost, return on investment, and internal rate of return, further validate the feasibility of this approach for Alberta’s residential electricity sector. Water electrolysis, a promising method for hydrogen production using renewable energy, is shown to benefit from the optimized model. The results demonstrate that surplus electricity can significantly reduce hydrogen production costs. Numerical analysis of water electrolysis reveals that the hydrogen gas volume fraction can reach up to 0.2 near the electrode surface and at the electrode's top due to gas accumulation and flow rate dynamics. Furthermore, the distance between the electrode and separator plays a crucial role in hydrogen production; increasing this distance significantly reduces hydrogen output. Analyzing the mid-separator current density in the laminar flow regime suggests that maintaining a consistent current density can enhance electrode longevity and ensure stable hydrogen production.

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[1] Zhong Q, Zhang Z, Wang H, Zhang X, Wang Y, Wang P, et al. Incorporating scarcity into footprints reveals diverse supply chain hotspots for global fossil fuel management. Applied Energy. 2023;349:121692.
[2] Alagoz E, Alghawı Y. The future of fossil fuels: challenges and opportunities in a low-carbon. International Journal of Earth Sciences Knowledge and Applications. 2024;5(3):381–388.
[3] Londo˜no-Pulgarin D, Cardona-Montoya G, Restrepo JC, Munoz-Leiva F. Fossil or bioenergy? Global fuel market trends. Renewable and Sustainable Energy Reviews. 2021;143:110905.
[4] Ou J, Liu X, Li X, Shi X. Mapping global fossil fuel combustion CO 2 emissions at high resolution by integrating nightlight, population density, and traffic network data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2015;9(4):1674–1684.
[5] Hunt ND, Liebman M, Thakrar SK, Hill JD. Fossil energy use, climate change impacts, and air quality-related human health damages of conventional and diversified cropping systems in Iowa, USA. Environmental science & technology.
2020;54(18):11002–11014.
[6] Solomon CG, Salas RN, Malina D, Sacks CA, Hardin CC, Prewitt E, et al.. Fossil-fuel pollution and climate change—a new NEJM group series. Massachusetts Medical Society; 2022.
[7] Habib-ur Rahman M, Ahmad A, Raza A, Hasnain MU, Alharby HF, Alzahrani YM, et al. Impact of climate change on agricultural production; Issues, challenges, and opportunities in Asia. Frontiers in Plant Science. 2022;13:925548.
[8] Elavarasan RM, Shafiullah G, Padmanaban S, Kumar NM, Annam A, Vetrichelvan AM, et al. A comprehensive review on renewable energy development, challenges, and policies of leading Indian states with an international perspective. Ieee Access. 2020;8:74432–74457.
[9] Shoaib A, Ariaratnam S. A study of socioeconomic impacts of renewable energy projects in Afghanistan. Procedia Engineering. 2016;145:995–1003.
[10] Mazloomi K, Gomes C. Hydrogen as an energy carrier: Prospects and challenges. Renewable and sustainable energy reviews. 2012;16(5):3024–3033.
[11] Amin M, Shah HH, Fareed AG, Khan WU, Chung E, Zia A, et al. Hydrogen production through renewable and non-renewable energy processes and their impact on climate change. International journal of hydrogen energy. 2022;47(77):33112–33134.
[12] Majewski P, Salehi F, Xing K. Green hydrogen. AIMS Energy. 2023;11(5):878–895.
[13] El-Shafie M. Hydrogen production by water electrolysis technologies: A review. Results in Engineering. 2023;20:101426.
[14] Santos DM, Sequeira CA, Figueiredo JL. Hydrogen production by alkaline water electrolysis. Qu´ımica Nova. 2013;36:1176–1193.
[15] Tashie-Lewis BC, Nnabuife SG. Hydrogen Production, Distribution, Storage and Power Conversion in a Hydrogen Economy - A Technology Review. Chemical Engineering Journal Advances. 2021;8:100172. Available from: https://www.sciencedirect.com/science/article/pii/S2666821121000880.
[16] Sebbahi S, Nabil N, Alaoui-Belghiti A, Laasri S, Rachidi S, Hajjaji A. Assessment of the three most
developed water electrolysis technologies: alkaline water electrolysis, proton exchange membrane and
solid-oxide electrolysis. Materials Today: Proceedings. 2022;66:140–145.
[17] Hodges A, Hoang AL, Tsekouras G, Wagner K, Lee CY, Swiegers GF, et al. A high-performance capillary-fed electrolysis cell promises more costcompetitive renewable hydrogen. Nature communications. 2022;13(1):1304.
[18] Cho HH, Strezov V, Evans TJ. Environmental impact assessment of hydrogen production via steam methane reforming based on emissions data. Energy Reports. 2022;8:13585–13595.
[19] Ji M, Wang J. Review and comparison of various hydrogen production methods based on costs and life cycle impact assessment indicators. International Journal of Hydrogen Energy. 2021;46(78):38612–38635.
[20] Sorgulu F, Dincer I. Cost evaluation of two potential nuclear power plants for hydrogen production. International Journal of Hydrogen Energy. 2018;43(23):10522–10529.
[21] Constantin A. Nuclear hydrogen projects to support clean energy transition: Updates on international initiatives and IAEA activities. International Journal of Hydrogen Energy. 2024;54:768–779.
[22] Nikolaidis P, Poullikkas A. A comparative overview of hydrogen production processes. Renewable and sustainable energy reviews. 2017;67:597–611.
[23] Bartels JR, Pate MB, Olson NK. An economic survey of hydrogen production from conventional and alternative energy sources. International journal of hydrogen energy. 2010;35(16):8371–8384.
[24] Herdem MS, Mazzeo D, Matera N, Baglivo C, Khan N, Congedo PM, et al. A brief overview of solar and wind-based green hydrogen production systems: Trends and standardization. International Journal of Hydrogen Energy. 2024;51:340–353.
[25] Yilmaz C. Optimum energy evaluation and life cycle cost assessment of a hydrogen liquefaction system assisted by geothermal energy. International Journal of Hydrogen Energy. 2020;45(5):3558–3568.
[26] Chidire A, Schifflechner C, Massier T. Life cycle assessment of green hydrogen production via geothermal energy-driven electrolysis. In: 2023 IEEE PES Innovative Smart Grid TechnologiesAsia (ISGT Asia). IEEE; 2023. p. 1–5.
[27] Zeng K, Zhang D. Recent progress in alkaline water electrolysis for hydrogen production and applications. Progress in energy and combustion science. 2010;36(3):307–326.
[28] Rahmat MAA, Abd Hamid AS, Lu Y, Ishak MAA, Suheel SZ, Fazlizan A, et al. An analysis of renewable energy technology integration investments in Malaysia using HOMER pro. Sustainability. 2022;14(20):13684.
[29] Khalil L, Bhatti KL, Awan MAI, Riaz M, Khalil K, Alwaz N. Optimization and designing of hybrid power system using HOMER pro. Materials Today: Proceedings. 2021;47:S110–S115.
[30] Asghar F, Hussain MI, Alshahrani FA, Akhtar MI, Amjad W, Shahzad M, et al. Technoeconomic analysis of standalone hybrid renewable energy systems for telecommunication sector under different climatic conditions in Saudi Arabia. Energy Reports. 2024;11:4067–4084.
[31] Achour Y, Berrada A, Arechkik A, El Mrabet R. Techno-Economic Assessment of hydrogen production from three different solar photovoltaic technologies. International Journal of Hydrogen Energy. 2023;48(83):32261–32276.
[32] Brauns J, Turek T. Alkaline water electrolysis powered by renewable energy: A review. Processes. 2020;8(2):248.
[33] Rodr´ıguez J, Amores E. CFD modeling and experimental validation of an alkaline water electrolysis cell for hydrogen production. Processes. 2020;8(12):1634.
[34] Upadhyay M, Kim A, Paramanantham SS, Kim H, Lim D, Lee S, et al. Three-dimensional CFD simulation of proton exchange membrane water electrolyser: Performance assessment under different condition. Applied Energy. 2022;306:118016.
[35] Jang D, Cho HS, Lee S, Park M, Kim S, Park H, et al. Investigation of the operation characteristics and optimization of an alkaline water electrolysis system at high temperature and a high current density. Journal of Cleaner Production.
2023;424:138862.
[36] Khodaei M, Darabi Z, Omidifar M, et al. Modeling and simulation of the fluid dynamic and performance of the Pd-based membrane by CFD for hydrogen separation. Hydrogen, Fuel Cell & Energy Storage. 2022;9(1):19–25.
[37] Muhsen H, Alshawabkeh M, Al-Mahmodi M, Ghanem A, Al-Halhouli A. Sensitivity analysis of electrodes spacing media for evaluating alkaline electrolyzer performance through CFD modeling. Renewable Energy Focus. 2024;49:100575.
[38] Arikan Y, Arslan OP, Cam E. The analysis of ¨ wind data with rayleigh distribution and optimum turbine and cost analysis in Elmadag, Turkey. Istanbul University-Journal of Electrical and Electronics Engineering. 2015;.
[39] Shi H, Dong Z, Xiao N, Huang Q. Wind speed distributions used in wind energy assessment: a review. Frontiers in Energy Research. 2021;9:769920.
[40] Hodge BK. Alternative energy systems and applications. John Wiley & Sons; 2017.
[41] Farret FA, Sim˜oes MG. Integration of renewable sources of energy. John Wiley & Sons; 2017.
[42] Xia Y, Gao M, Yu J, Si Y, Chen L, Mei S. Numerical Study on Hydrodynamic Characteristics and Electrochemical Performance of Alkaline Water Electrolyzer by Micro-Nano Surface Electrode. Materials. 2022;15(14):4927.
[43] Mohsin HM, Zhuo Y, Shen Y. Eulerian-EulerianVOF multifluid modelling of liquid–gas reacting flow for hydrogen generation in an alkaline water electrolyser. Fuel. 2024;373:132164.
[44] COMSOL Multiphysics 6 0. Alkaline Electrlyzer;. Available from: https://doc.comsol.com/6.0/
doc/com.comsol.help.models.fce.alkaline_electrolyzer/alkaline_electrolyzer.html.
[45] COMSOL Multiphysics 5 3. Electrochemistry Module;. Available from: https://doc.
comsol.com/5.3/doc/com.comsol.help.echem/ElectrochemistryModuleUsersGuide.pdf.
[46] Michaelides EE, Sommerfeld M, van Wachem B. Multiphase flows with droplets and particles. CRC
Press; 2022.
[47] Boretti A, Castelletto S. Trends in performance factors of large photovoltaic solar plants. Journal
of Energy Storage. 2020;30:101506.
[48] Borisov G, Bachvarov V, Rashkov R, Slavcheva E. Advanced alkaline water electrolysis stack with
non-noble catalysts and hybrid electrical connections of the single cells. Catalysts. 2024;14(3):179.
[49] Babay MA, Adar M, Chebak A, Mabrouki M. Dynamics of gas generation in porous electrode alkaline electrolysis cells: An investigation and optimization using machine learning. Energies. 2023;16(14):5365.
[50] Dob´o Z, Palot´as AB. Impact of the current fluctuation on the efficiency of alkaline water electrolysis. International Journal of Hydrogen Energy. 2017;42(9):5649–5656.