Techno-Economic Analysis of Advanced Materials for Energy Applications: A Review
Muhammad Azhar ALI KHAN, Muhammad ASAD, Islam Md Rizwanul FATTAH, Deepanraj BALAKRISHNAN
Abstract. The global energy transition demands advanced materials that combine high performance with economic viability. Techno-economic analysis (TEA) provides a framework for evaluating the interplay between material properties, system design, and economic metrics such as capital expenditure (CAPEX), operational expenditure (OPEX), levelized cost of energy (LCOE), and lifecycle costs. This review presents TEA methodologies and examines their application to key energy materials, including photovoltaics, hydrogen production and storage, batteries, supercapacitors, and thermoelectric systems. Case studies highlight cost–performance trade-offs, scalability challenges, and the benefits of circular economy integration. Emerging trends such as AI- and data-driven TEA frameworks, materials informatics, and policy incentives are also discussed. By incorporating TEA early in material development and considering lifecycle and environmental factors, researchers and policymakers can guide the design and deployment of sustainable, cost-effective energy technologies.
Keywords
Techno-Economic Analysis, Energy Materials, Levelized Cost of Energy, Renewable Energy, Materials Sustainability
Published online 4/25/2026, 14 pages
Copyright © 2026 by the author(s)
Published under license by Materials Research Forum LLC., Millersville PA, USA
Citation: Muhammad Azhar ALI KHAN, Muhammad ASAD, Islam Md Rizwanul FATTAH, Deepanraj BALAKRISHNAN, Techno-Economic Analysis of Advanced Materials for Energy Applications: A Review, Materials Research Proceedings, Vol. 64, pp 1107-1120, 2026
DOI: https://doi.org/10.21741/9781644904091-137
The article was published as article 137 of the book Energy Futures
Content from this work may be used under the terms of the Creative Commons Attribution 3.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
References
[1] IEA, Global Energy Review 2025, International Energy Agency, Paris (2025) Available: https://www.iea.org/reports/global-energy-review-2025
[2] World Economic Forum, Fostering Effective Energy Transition 2025, Geneva, Switzerland, Jun. 2025. Available: https://www.weforum.org/publications/fostering-effective-energy-transition-2025/digest/
[3] International Renewable Energy Agency (IRENA), World Energy Transitions Outlook 2024, Abu Dhabi, UAE, Nov. 2024. Available: https://www.irena.org/publications/2024/Nov/World-Energy-Transitions-Outlook-2024
[4] A.I. Osman, B. Fang, Y. Zhang, Y. Liu, J. Yu, M. Farghali, A.K. Rashwan, Z. Chen, L. Chen, I. Ihara, D.W. Rooney, P.S. Yap, Life cycle assessment and techno-economic analysis of sustainable bioenergy production: a review, Environ. Chem. Lett., 22 (2024), 1115–1154. https://doi.org/10.1007/s10311-023-01694-z
[5] L.P. Pinheiro, A.S. Longati, A.M. Elias, T.S. Milessi, A.A. Longati, Analyzing techno-economic feasibility on advanced technologies in biorefineries, in: Algae as a Natural Solution for Challenges in Water-Food-Energy Nexus, Springer, 2024, 523–553. https://doi.org/10.1007/978-981-97-2371-3_18
[6] S.K. Soni, R. Soni, Techno-economic and environmental assessment, in: Green Biorefinery Solutions. Clean Energy Production Technologies, Springer, Singapore, 2025. https://doi.org/10.1007/978-981-96-9013-8_9
[7] R. Voss, R.P. Lee, F. Keller, Towards a structured framework for techno-economic analyses of chemical recycling technologies, Chemie Ingenieur Technik, 95 (2023) 1233-1246. https://doi.org/10.1002/cite.202200245
[8] S. Henry, Overview of Techno-Economic Analysis Process, Eastern/Mid-Atlantic Regional Carbon Conversion Procurement Grant Program Workshop, 2022
[9] K. Aravossis, E. Strantzali, Techno-economic analysis and optimization for energy systems, MDPI AG, 2024. https://doi.org/10.3390/books978-3-7258-0835-9
[10] M. de Simón-Martín, S. Bracco, G. Piazza, L.C. Pagnini, A. González-Martínez, F. Delfino, The levelized cost of energy indicator, in: Levelized Cost of Energy in Sustainable Energy Communities, Springer Briefs in Applied Sciences and Technology, Springer, Cham, 2022. https://doi.org/10.1007/978-3-030-95932-6_3
[11] Technoeconomic Analysis: A Guide for Energy Projects, JIS Energy, Jul. 2025. Available: https://jisenergy.com/the-complete-guide-to-technoeconomic-analysis/
[12] J.A. Engel-Cox, H.M. Wikoff, S.B. Reese, Techno-economic, environmental, and social measurement of clean energy technology supply chains, J. Adv. Manuf. Process., 4(3) (2022). https://doi.org/10.1002/amp2.10131
[13] S.Y.W. Chai, F.J.F. Phang, L.S. Yeo, L.H. Ngu, B.S. How, Future era of techno-economic analysis: insights from review, Front. Sustain., 3 (2022), 924047. https://doi.org/10.3389/frsus.2022.924047
[14] H. Li, J. Zhang, Towards sustainable integration: techno-economic analysis and future perspectives of co-located wind and hydrogen energy systems, ASME J. Mech. Des., 146(3) (2024). https://doi.org/10.1115/1.4063971
[15] N. Philip, N. Pradeep, P.C. Ghosh, K.S. Reddy, Techno-enviro-economic analysis of phase change material based thermal management system for fuel cell vehicle, Appl. Therm. Eng., 278 (2025) 127426, https://doi.org/10.1016/j.applthermaleng.2025.127426
[16] L. Zeng, Techno-economic analysis for lithium-ion battery manufacturing and recycling, Nat. Rev. Clean Technol., 1 (2025), 114. https://doi.org/10.1038/s44359-025-00022-8
[17] H. Min, et al., Perovskite solar cells with atomically coherent interlayers on SnO₂ electrodes, Nature, 598 (2021), 444–450. https://doi.org/10.1038/s41586-021-03964-8
[18] L. McGovern, et al., A techno-economic perspective on rigid and flexible perovskite solar modules, Sustainable Energy Fuels, 7 (2023) 5259–5270. https://doi.org/10.1039/D3SE00828B
[19] J.J. Cordell, M. Woodhouse, E.L. Warren, Technoeconomic analysis of perovskite/silicon tandem solar modules, Joule, 9 (2025) 101781. https://doi.org/10.1016/j.joule.2024.10.013
[20] L. Freddi, Perovskite photovoltaic modules: a technoeconomic and life cycle analysis, MSc Thesis, Politecnico di Milano, (2025).
[21] S. Shanian, O. Savadogo, Techno-economic analysis of electrolytic hydrogen production by alkaline and PEM electrolysers using MCDM methods, Discover Energy, 4 (2024), 23. https://doi.org/10.1007/s43937-024-00036-6
[22] D.N.H.A.P.H.O. Ali, H. Suhaimi, P.E. Abas, Membrane-based hydrogen production: a techno-economic evaluation of cost and feasibility, Hydrogen, 6(1) (2025), 9. https://doi.org/10.3390/hydrogen6010009
[23] D.M. Sweeney, V. Alves, S. Sakhai, S. Dinh, F.V. Lima, Techno-economic analysis and optimization of intensified, large-scale hydrogen production with membrane reactors, Ind. Eng. Chem. Res., 62(50) (2023), 19740–19751. https://doi.org/10.1021/acs.iecr.3c02045
[24] A. Sakti, et al., A techno-economic analysis and optimization of Li-ion batteries for electric vehicles, J. Power Sources, 273 (2015), 966–980. https://doi.org/10.1016/j.jpowsour.2014.09.078
[25] F. Thomas, L. Mahdi, J. Lemaire, D.M.F. Santos, Technological advances and market developments of solid-state batteries: a review, Materials, 17(1) (2024), 239. https://doi.org/10.3390/ma17010239
[26] K. Anderson, N. Brandon, Techno-economic analysis of thermoelectrics for waste heat recovery. Energy Sources, Part B: Economics, Planning, and Policy, 14 (2019), 147–157. https://doi.org/10.1080/15567249.2019.1632976
[27] C.I.R Lopez, Techno-economic analysis of thermoelectric energy harvesting of datacenter waste heat, Master’s thesis, Universidade de Lisboa, (2023).
[28] IRENA, Renewable power generation costs in 2024, International Renewable Energy Agency, Abu Dhabi (2025).
[29] V. Ramasamy, J. Zuboy, M. Woodhouse, E.O’Shaughnessy, D. Feldman, J. Desai, A. Walker, R. Margolis, P. Basore, U.S. Solar Photovoltaic System and Energy Storage Cost Benchmarks, With Minimum Sustainable Price Analysis: Q1 2023. Golden, CO: National Renewable Energy Laboratory. NREL/TP7A40-87303 (2023).
[30] Y. Liu, Z. Zhang, T. Wu, et al., Cost effectivities analysis of perovskite solar cells: will it outperform crystalline silicon ones?, Nano-Micro Lett., 17 (2025), 219. https://doi.org/10.1007/s40820-025-01744-x.
[31] M. De Bastiani, V. Larini, R. Montecucco, G. Grancini, The levelized cost of electricity from perovskite photovoltaics, Energy Environ. Sci., 16(2) (2023), 421–429. https://doi.org/10.1039/D2EE03136A
[32] International Energy Agency (IEA), Global Hydrogen Review 2023, IEA, Paris, (2023).
[33] M. Carmo, D. Fritz, J. Mergel, D. Stolten, A comprehensive review on PEM water electrolysis, Int. J. Hydrogen Energy, 38(12) (2013), 4901–4934. https://doi.org/10.1016/j.ijhydene.2013.01.151
[34] IRENA, Green hydrogen supply: A guide to policy making, International Renewable Energy Agency, Abu Dhabi (2021).
[35] M. Naeini, J.S. Cotton, T.A. Adams, An eco-technoeconomic analysis of hydrogen production using solid oxide electrolysis cells that accounts for long-term degradation, Front. Energy Res., 10 (2022). https://doi.org/10.3389/fenrg.2022.1015465
[36] T. Bui, D. Lee, K.Y. Ahn, Y.-S. Kim, Techno-economic analysis of high-power solid oxide electrolysis cell system, Energy Convers. Manag., 278 (2023), 116704. https://doi.org/10.1016/j.enconman.2023.116704
[37] E.N. Aminaho, N.S. Aminaho, F. Aminaho, Techno-economic assessments of electrolyzers for hydrogen production, Appl. Energy, 399 (2025), 126515. https://doi.org/10.1016/j.apenergy.2025.126515
[38] BloombergNEF, Lithium-ion battery pack prices see largest drop since 2017, falling to US $115 per kWh, (2024).
[39] P.A. Le, A review of construction and sustainable recycling strategies of lithium-ion batteries across electric vehicle platforms, RSC Adv., 15 (2025), 35687-35725. https://doi.org/10.1039/d5ra04471e
[40] T. Rahman, T. Alharbi, Exploring lithium-ion battery degradation: a concise review of critical factors, impacts, data-driven degradation estimation techniques, and sustainable directions for energy storage systems, Batteries, 10(7) (2024), 220. https://doi.org/10.3390/batteries10070220
[41] E. Yildiz, M. Serpelloni, A. Salvadori, L. Cabras, A comparative review of models for all-solid-state Li-ion batteries, Batteries, 10(5) (2024), 150. https://doi.org/10.3390/batteries10050150
[42] S. Ai, X. Wu, L. Wang, X. Li, X. Hao, Y. Meng, Research progress on solid-state electrolytes in solid-state lithium batteries: classification, ionic conductive mechanism, interfacial challenges, Nanomaterials, 14 (2024), 1773. https://doi.org/10.3390/nano14221773
[43] G. Zhou, H. Chen, Y. Cui, Formulating energy density for designing practical lithium–sulfur batteries, Nat. Energy, 7 (2022) 312–319. https://doi.org/10.1038/s41560-022-01001-0
[44] C.V. Lopez, C.P. Maladeniya, R.C. Smith, Lithium-Sulfur Batteries: Advances and Trends. Electrochem, 1 (2020), 226-259. https://doi.org/10.3390/electrochem1030016
[45] E. Ndzebet, M. Destephen, L. Wittmaier, A. Haridas, Lithium-sulfur pouch cells with improved energy density, 49th Power Sources Conference, Washington, MD, USA (2023).
[46] H. Zhang, et al., Lithium-sulfur pouch cells with 99% capacity retention for 1000 cycles, Energy Environ. Sci., 17 (2024) 7047-7057. https://doi.org/10.1039/d4ee02149e
[47] J. Guo, J. Li, H. Liu, S. Li, F. Qin, B. Hong., New insights into capacity fading in Li–S pouch cells, Ionics 27 (2021), 3347–3356. https://doi.org/10.1007/s11581-021-04122-w
[48] M. Burton, S. Narayanan, B. Jagger, L.F. Olbrich, S. Dhir, M. Shibata, M.J. Lain, R. Astbury, N. Butcher, M. Copley, T. Kotaka, Y. Aihara, M. Pasta, Techno-economic assessment of thin lithium metal anodes for solid-state batteries. Nat. Energy, 10 (2025), 135–147. https://doi.org/10.1038/s41560-024-01676-7
[49] Z. Barahmand, M.S. Eikeland, Techno-economic and life cycle cost analysis through the lens of uncertainty: a scoping review, Sustainability, 14(19) (2022), 12191. https://doi.org/10.3390/su141912191
[50] T. Strunge, P. Renforth, M. van der Spek, Uncertainty quantification in the techno-economic analysis of emission reduction technologies: a tutorial case study on CO₂ mineralization, Front. Energy Res., 11 (2023). https://doi.org/10.3389/fenrg.2023.1182969
[51] M. van der Spek, A. Ramirez, A. Faaij, Challenges and uncertainties of ex ante techno-economic analysis of low TRL CO₂ capture technology: lessons from a case study of an NGCC with exhaust gas recycle and electric swing adsorption, Appl. Energy, 208 (2017), 920–934. https://doi.org/10.1016/j.apenergy.2017.09.058
[52] C. Abbati de Assis, L.G. Greca, M. Ago, M. Balakshin, H. Jameel, R. Gonzalez, O.J. Rojas, Techno-economic assessment, scalability, and applications of aerosol lignin micro- and nanoparticles, ACS Sustain. Chem. Eng., 6(9) (2018), 11853–11868. https://doi.org/10.1021/acssuschemeng.8b02151
[53] J. Vos, A. Ramírez, M. Pérez-Fortes, Learning from the past: limitations of techno-economic assessments for low-temperature CO₂ electrolysis, Renew. Sustain. Energy Rev., 213 (2025), 115454. https://doi.org/10.1016/j.rser.2025.115454
[54] L. Giacomella, Techno-economic assessment (TEA) and life cycle costing analysis (LCCA): discussing methodological steps and integrability, Insights into Reg. Dev., 3(2) (2021), 176–197.
[55] J. Lou, M. Hansen, K. Barnes, D. Goodwin, Multi-scale mapping of the bioeconomy with AI-powered techno-economic analyses, Homeworld Collective, (2024). Retrieved from https://homeworld.pubpub.org/pub/rcqxv08r
[56] Z. Zong, Y. Guan, AI-driven intelligent data analytics and predictive analysis in Industry 4.0: transforming knowledge, innovation, and efficiency, J. Knowl. Econ., 16 (2025), 864–903. https://doi.org/10.1007/s13132-024-02001-z
[57] D. Nematov, M. Hojamberdiev, Machine learning-driven materials discovery: unlocking next-generation functional materials – a review, Comput. Condens. Matter, (2025), e01139. https://doi.org/10.1016/j.cocom.2025.e01139
[58] D. Perez-Almada, Á. Galan-Martin, M. del M. Contreras, E. Castro, Integrated techno-economic and environmental assessment of biorefineries: review and future research directions, Sustain. Energy Fuels, (2023). https://doi.org/10.1039/d3se00405h.
[59] K. Qiao, Z. Feng, H. Sun, H. Li, P. Su, The development and experience of international carbon tax policy practice: a mini review, Int. J. Low-Carbon Technol., 19 (2024), 2328–2334. https://doi.org/10.1093/ijlct/ctae178
[60] G. Pushpakumara, N. Gunarathne, Unlocking managerial controls for sustainable success: circular economy strategies in the tea industry, in: V. Kandpal, A. Gunasekaran, A. Jaswal, D. Mukherjee (eds), Rethinking Resources: Approaches to Global Sustainability, Markets, and Governance, Springer, Singapore, (2025) 193–214. https://doi.org/10.1007/978-981-96-9055-8_12
[61] H. Jung, G. Shin, S.B. Park, J. Jegal, S. Park, J. Park, D.X. Oh, H.J. Kim, Circular waste management: superworms as a sustainable solution for biodegradable plastic degradation and resource recovery, Waste Manag., 171 (2023), 568–579. https://doi.org/10.1016/j.wasman.2023.09.027

