Volume 6 , Issue 2 , PP: 34–46, 2026 | Cite this article as | XML | Html | PDF | Full Length Article
Irina V. Austokhina 1 * , Aenis A. Austokhin 2
Doi: https://doi.org/10.54216/JSDGT.060203
The intersection of sustainable development and green technology has emerged as one of the most intensively studied and consequential domains in contemporary science and engineering, and between 2020 and early 2026, accelerating climate commitments, post-pandemic economic recovery packages, and unprecedented cost reductions across clean energy pathways fundamentally altered the terms of the decarbonisation debate. This paper presents a systematic review of more than 50 peer-reviewed studies and authoritative reports published during this period, synthesising evidence across six thematic clusters—solar photovoltaics and concentrated solar power, wind energy, green hydrogen, electrochemical energy storage, carbon dioxide removal, and the circular economy—and map-ping publication trends, performance benchmarks, and knowledge gaps across disciplines. Beyond the bibliometric synthesis, the paper introduces a novel integrated assessment instrument: the Green Technology Sustainability Convergence (GTSC) Framework, which scores technologies simultaneously on five weighted dimensions (technology readiness, economic viability, environmental performance, social equity and justice, and policy and governance readiness) to yield a composite index enabling cross-sector comparison and research prioritisation. Applied to six technology clusters, the GTSC reveals a persistent hierarchy in which solar PV and onshore wind achieve the highest convergence scores (≥7.8 out of 10), while direct air capture and bioenergy with carbon capture and storage remain below 5.0, constrained by cost barriers, nascent infrastructure, and unresolved governance frameworks. Three over-arching research challenges emerge from the synthesis: the critical mineral bottleneck that threatens supply chains underpinning virtually every green technology; the widening digital–physical sustainability divide, whereby AI-assisted optimisation tools are advancing faster than the physical infrastructure and institutional capacity required to act on their outputs; and the persistent gap between nationally determined contributions and the technology deployment rates needed to remain within 1.5 °C of warming. The paper concludes with a structured research agenda and decision-support guidance for researchers, funding bodies, and policymakers working in this field.
Sustainable development , Green technology , Renewable energy , Circular economy , Energy transition , Net-zero , GTSC framework , Systematic review
[1] Armstrong McKay, D. I., Staal, A., Abrams, J. F., Winkelmann, R., Sakschewski, B., Loriani, S., Fetzer, I., Cornell, S. E., Rockstr¨om, J., & Lenton, T. M. (2022). Exceeding 1.5°C global warming could trigger multiple climate tipping points. Science, 377(6611), eabn7950. https://doi.org/10.1126/science.abn7950
[2] Bieker, G. (2021). A global comparison of the life-cycle greenhouse gas emissions of combustion engine and electric passenger cars. International Council on Clean Transportation. https://theicct.org/publication/a-globa l-comparison-of-the-life-cycle-greenhouse-gas-emissions-of-combustion-engine-and-electric-passenger-car s-2021/
[3] Bogdanov, D., Ram, M., Aghahosseini, A., Gulagi, A., Oyewo, A. S., Child, M., Caldera, U., Sadovskaia, K., Farfan, J., De Souza Noel Simas Barbosa, L., Fasihi, M., Khalili, S., Traber, T., & Breyer, C. (2021). Low-cost renewable electricity as the key driver of the global energy transition towards sustainability. Energy, 227, 120467. https://doi.org/10.1016/j.energy.2021.120467
[4] Buchner, B., Clark, A., Falconer, A., Macquarie, R., Meattle, C., Tolentino, R., & Wetherbee, C. (2021). Global landscape of climate finance 2021. Climate Policy Initiative. https://www.climatepolicyinitiative.org/ publication/global-landscape-of-climate-finance-2021/
[5] Cherp, A., Vinichenko, V., Tosun, J., Gordon, J. A., & Jewell, J. (2021). National growth dynamics of wind and solar power compared to the requirements for global climate targets. Nature Energy, 6(7), 742–754. https://doi.org/10.1038/s41560-021-00863-0
[6] Creutzig, F., Niamir, L., Bai, X., Callaghan, M., Cullen, J., D´ıaz-Jos´e, J., Figueroa, M., Grubler, A., Lamb, W. F., Leip, A., Masanet, E., Mata, ´ E., Mattauch, L., Minx, J. C., Mirasgedis, S., Mulugetta, Y., Nugroho, S. B., Oberle, B., Rao, N., & Wiedenhofer, D. (2022). Demand-side solutions to climate change mitigation consistent with high levels of well-being. Nature Climate Change, 12(1), 36–46. https://doi.org/10.1038/s41558-021-01219 y
[7] Dasgupta, P. (2021). The economics of biodiversity: The Dasgupta review. HM Treasury. https://www.gov.uk /government/publications/final-report-the-economics-of-biodiversity-the-dasgupta-review
[8] Diaz, H., & Guedes Soares, C. (2020). Review of the current status, technology and future trends of offshore wind farms. Ocean Engineering, 209, 107381. https://doi.org/10.1016/j.oceaneng.2020.107381
[9] Economidou, M., Todeschi, V., Bertoldi, P., D’Agostino, D., Zangheri, P., & Castellazzi, L. (2020). Review of 50 years of EU energy efficiency policies for buildings. Energy and Buildings, 225, 110322. https://doi.org/10.1016/j.enbuild.2020.110322
[10] Flammer, C. (2021). Corporate green bonds. Journal of Financial Economics, 142(2), 499–516. https://doi.org/10.1016/j.jfineco.2021.01.010
[11] Freitag, C., Berners-Lee, M., Widdicks, K., Knowles, B., Blair, G. S., & Friday, A. (2021). The real climate and transformative impact of ICT: A critique of estimates, trends, and regulations. Patterns, 2(9), 100340. https://doi.org/10.1016/j.patter.2021.100340
[12] Friedlingstein, P., Jones, M. W., O’Sullivan, M., Andrew, R. M., Bakker, D. C. E., Hauck, J., Le Qu´er´e, C., Peters, G. P., Peters, W., Pongratz, J., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S. R., Anthoni, P., Bates, N. R., Becker, M., Bellouin, N., & Zeng, J. (2022). Global carbon budget 2022. Earth System Science Data, 14(11), 4811–4900. https://doi.org/10.5194/essd-14-4811-2022
[13] Friedlingstein, P., O’Sullivan, M., Jones, M. W., Andrew, R. M., Hauck, J., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Sitch, S., Le Qu´er´e, C., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S., Arag˜ao, L. E. O. C., Arneth, A., Arora, V., Bates, N. R., & Zeng, J. (2020). Global carbon budget 2020. Earth System Science Data, 12(4), 3269–3340. https://doi.org/10.5194/essd-12-3269-2020
[14] Frith, J. T., Lacey, M. J., & Ulissi, U. (2023). A non-academic perspective on the future of lithium-based batteries. Nature Communications, 14(1), 420. https://doi.org/10.1038/s41467-023-35851-7
[15] Geissdoerfer, M., Pieroni, M. P. T., Pigosso, D. C. A., & Soufani, K. (2020). Circular business models: A review. Journal of Cleaner Production, 277, 123741. https://doi.org/10.1016/j.jclepro.2020.123741
[16] Gillan, S. L., Koch, A., & Starks, L. T. (2021). Firms and social responsibility: A review of ESG and CSR research in corporate finance. Journal of Corporate Finance, 66, 101889. https://doi.org/10.1016/j.jcorpfin.2021.101889
[17] Haegel, N. M., Verlinden, P., Victoria, M., Altermatt, P., Atwater, H., Barnes, T., Breyer, C., Case, C., De Wolf, S., Deline, C., Feldman, D., Glunz, S., Goldschmidt, J. C., Habas, H., Hahn, G., Hallam, B., Heben, M., Hertwich, E., Holman, Z., & Margolis, R. (2023). Terawatt-scale photovoltaics: Transform global energy. Science, 380(6640), 39–42. https://doi.org/10.1126/science.adf6957
[18] Hydrogen Council, & McKinsey & Company. (2021). Hydrogen insights 2021. https://hydrogencouncil.com/ en/hydrogen-insights-2021/
[19] IEA, IRENA, UNSD,World Bank, & WHO. (2023). Tracking SDG 7: The energy progress report 2023.World Bank. https://trackingsdg7.esmap.org/downloads
[20] Intergovernmental Panel on Climate Change. (2021). Climate change 2021: The physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (V. Masson-Delmotte et al., Eds.). https://doi.org/10.1017/9781009157896
[21] Intergovernmental Panel on Climate Change. (2022a). Climate change 2022: Impacts, adaptation and vulnerability. Contribution of Working Group II to the Sixth Assessment Report (H.-O. P¨ortner et al., Eds.). https://doi.org/10.1017/9781009325844
[22] Intergovernmental Panel on Climate Change. (2022b). Climate change 2022: Mitigation of climate change. Contribution of Working Group III to the Sixth Assessment Report (P.R. Shukla et al., Eds.). https://doi.org/10.1017/9781009157926
[23] Intergovernmental Panel on Climate Change. (2023). Climate change 2023: Synthesis report. Contribution of Working Groups I, II and III to the Sixth Assessment Report (Core Writing Team, H. Lee & J. Romero, Eds.). https://doi.org/10.59327/IPCC/AR6-9789291691647
[24] International Energy Agency. (2021). Net zero by 2050: A roadmap for the global energy sector. https://www. iea.org/reports/net-zero-by-2050
[25] International Energy Agency. (2022). World energy outlook 2022. https://www.iea.org/reports/world energy-outlook-2022
[26] International Energy Agency. (2023). World energy outlook 2023. https://www.iea.org/reports/world energy-o utlook-2023
[27] International Renewable Energy Agency. (2021). Renewable power generation costs in 2020. https://www.ir ena.org/publications/2021/Jun/Renewable-Power-Costs-in-2020
[28] International Renewable Energy Agency. (2022).World energy transitions outlook 2022: 1.5°C pathway. https: //www.irena.org/publications/2022/Mar/World-Energy-Transitions-Outlook-2022
[29] International Renewable Energy Agency. (2023). Renewable power generation costs in 2022. https://www.ir ena.org/publications/2023/Aug/Renewable-Power-Generation-Costs-in-2022
[30] Junginger, H. M., Mai-Moulin, T., Daioglou, V., Fritsche, U., Guisson, R., Hennig, C., Thr¨an, D., & van Dam, J. (2020). The future of biomass and bioenergy deployment and trade: A synthesis of 15 years IEA Bioenergy Task 40 on sustainable international bioenergy trade. Biofuels, Bioproducts and Biorefining, 14(2), 228–250. https://doi.org/10.1002/bbb.2076
[31] Kebede, A. A., Kalogiannis, T., Van Mierlo, J., & Berecibar, M. (2022). A comprehensive review ofstationary energy storage devices for large scale renewable energy sources grid integration. Renewable and Sustainable Energy Reviews, 159, 112213. https://doi.org/10.1016/j.rser.2022.112213
[32] Lowitzsch, J., Hoicka, C. E., & van Tulder, F. J. (2020). Renewable energy communities under the 2019 European Clean Energy Package—Governance model for the energy clusters of the future? Renewable and Sustainable Energy Reviews, 122, 109489. https://doi.org/10.1016/j.rser.2019.109489
[33] Luderer, G., Madeddu, S., Merfort, L., Ueckerdt, F., Pehl, M., Pietzcker, R., Rottoli, M., Schreyer, F., Bauer, N., Baumstark, L., Bertram, C., Dirnaichner, A., Humpen¨oder, F., Levesque, A., Popp, A., Rodrigues, R., Strefler, J., & Kriegler, E. (2022). Impact of declining renewable energy costs on electrification in low-emission scenarios. Nature Energy, 7(1), 32–42. https://doi.org/10.1038/s41560-021-00937-z
[34] McQueen, N., Gomes, K. V., McCormick, C., Blumberg, K., Pisciotta, M., & Wilcox, J. (2021). A review of direct air capture (DAC): Scaling up commercial technologies and innovating for the future. Progress in Energy, 3(3), 032001. https://doi.org/10.1088/2516-1083/abf1ce
[35] Min, H., Lee, D. Y., Kim, J., Kim, G., Lee, K. S., Kim, J., Paik, M. J., Kim, Y. K., Kim, K. S., Kim, M. G., Shin, T. J., & Seok, S. I. (2021). Perovskite solar cells with atomically coherent interlayers on SnO2 electrodes. Nature, 598(7881), 444–450. https://doi.org/10.1038/s41586-021-03964-8
[36] Nnabuife, S. G., Ugbeh-Johnson, J., Okeke, N. E., & Ogbonnaya, C. (2022). Present and projected developments in hydrogen production: A technological review. Carbon Capture Science & Technology, 3, 100042. https://doi.org/10.1016/j.ccst.2022.100042
[37] Osman, A. I., Mehta, N., Elgarahy, A. M., Hefny, M., Al-Hinai, A., Al-Muhtaseb, A. H., & Rooney, D. W. (2022). Hydrogen production, storage, utilisation and environmental impacts: A review. Environmental Chemistry Letters, 20(1), 153–188. https://doi.org/10.1007/s10311-021-01322-8
[38] Pai, S., Harrison, K., & Zerriffi, H. (2021). A systematic review of the key elements of a just transition for fossil fuel workers. One Earth, 4(11), 1657–1669. https://doi.org/10.1016/j.oneear.2021.10.015
[39] Peters, G. P., Andrew, R. M., Canadell, J. G., Friedlingstein, P., Jackson, R. B., Korsbakken, J. I., Le Qu´er´e, C., & Peregon, A. (2020). Carbon dioxide emissions continue to grow amidst slowly emerging climate policies. Nature Climate Change, 10(1), 3–6. https://doi.org/10.1038/s41558-019-0659-6
[40] Pryor, S. C., Barthelmie, R. J., Bukovsky, M. S., Leung, L. R., & Sakaguchi, K. (2020). Climate change impacts on wind power generation. Nature Reviews Earth & Environment, 1(12), 627–643. https://doi.org/10.1038/s43017-020-0101-7
[41] Rissman, J., Bataille, C., Masanet, E., Aden, N., Morrow, W. R., Zhou, N., Elliott, N., Dell, R., Heeren, N., Huckestein, B., Cresko, J., Fisher, S. A., Rogers, S., Haley, B., Crabtree, J., Ramberg, M., & Williams, J. (2020). Technologies and policies to decarbonize global industry: Review and assessment of mitigation drivers through 2070. Applied Energy, 266, 114848. https://doi.org/10.1016/j.apenergy.2020.114848
[42] Rockstr¨om, J., Gupta, J., Qin, D., Lade, S. J., Abrams, J. F., Andersen, L. S., Armstrong McKay, D. I., Bai, X., Bala, G., Bunn, S. E., Ciobanu, D., DeClerck, F., Ebi, K., Gifford, L., Gordon, C., Hasan, S., Kanie, N., Lenton, T. M., Loriani, S., & Zhang, X. (2023). Safe and just Earth system boundaries. Nature, 619(7968), 102–111. https://doi.org/10.1038/s41586-023-06083-8
[43] Roelfsema, M., van Soest, H. L., Harmsen, M., van Vuuren, D. P., Bertram, C., den Elzen, M., H¨ohne, N., Iacobuta, G., Krey, V., Kriegler, E., Luderer, G., Riahi, K., Ueckerdt, F., Despr´es, J., Drouet, L., Emmerling, J., Frank, S., Fricko, O., Gidden, M., & Fujimori, S. (2021). Taking stock of national climate policies to evaluate implementation of the Paris Agreement. Nature Communications, 12(1), 2096. https://doi.org/10.1038/s41467 021-22294-x
[44] Rogelj, J., Geden, O., Cowie, A., & Reisinger, A. (2021). Three ways to improve net-zero emissions targets. Nature, 591(7850), 365–368. https://doi.org/10.1038/d41586-021-00662-3
[45] Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic- Dupont, N., Jaques, N., Waldman-Brown, A., Luccioni, A., Maharaj, T., Sherwin, E. D., Mukkerjee, S., K¨orfer, G., Beery, S., Nachmany, M., Pyfer, L. S., Banerjee, A., & Bengio, Y. (2022). Tackling climate change with machine learning. ACM Computing Surveys, 55(2), 1–96. https://doi.org/10.1145/3485128
[46] Smith, S. M., Geden, O., Nemet, G., Gidden, M., Lamb, W. F., Powis, C., Bellamy, R., Callaghan, M., Cowie, A., Cox, E., Fuss, S., Gasser, T., Grassi, G., Greene, J., L¨uck, S., Mohan, A., M¨uller-Hansen, F., Peters, G., Pratlong, L., & Minx, J. C. (2023). The state of carbon dioxide removal—1st edition. The State of Carbon Dioxide Removal. https://doi.org/10.17605/OSF.IO/W3B4Z
[47] Sovacool, B. K., Ali, S. H., Bazilian, M., Radley, B., Nemery, B., Okatz, J., & Mulvaney, D. (2020a). Sustainable minerals and metals for a low-carbon future. Science, 367(6473), 30–33. https://doi.org/10.1126/science.aaz6003
[48] Sovacool, B. K., Martiskainen, M., Hook, A., & Baker, L. (2020b). Decarbonization and its discontents: A critical energy justice perspective on four low-carbon transitions. Climatic Change, 155(4), 581–619. https://doi.org/10.1007/s10584-019-02521-7
[49] Tashie-Lewis, B. C., & Nnabuife, S. G. (2021). Hydrogen production, distribution, storage and power conversion in a renewable energy economy—A technology review. Chemical Engineering Journal Advances, 8, 100172. https://doi.org/10.1016/j.ceja.2021.100172
[50] Tseng, M. L., Chiu, A. S. F., Liu, G., & Jantaralolica, T. (2020). Circular economy enables sustainable consumption and production in multi-level supply chain system. Resources, Conservation and Recycling, 154, 104601. https://doi.org/10.1016/j.resconrec.2019.104601
[51] United Nations. (2023). The sustainable development goals report 2023: Special edition. https://unstats.un.o rg/sdgs/report/2023/
[52] van Renssen, S. (2020). The hydrogen solution? Nature Climate Change, 10(9), 799–801. https://doi.org/10.1038/s41558-020-0891-0
[53] Victoria, M., Zhu, K., Brown, T., Andresen, G. B., & Greiner, M. (2021). Solar photovoltaics is ready to power a sustainable future. Joule, 5(5), 1041–1056. https://doi.org/10.1016/j.joule.2021.03.005
[54] Way, R., Ives, M. C., Mealy, P., & Farmer, J. D. (2022). Empirically grounded technology forecasts and the energy transition. Joule, 6(9), 2057–2082. https://doi.org/10.1016/j.joule.2022.08.009
[55] World Bank. (2022). State and trends of carbon pricing 2022. https://doi.org/10.1596/978-1-4648-1895-0
[56] Ziegler, M. S., & Trancik, J. E. (2021). Re-examining rates of lithium-ion battery technology improvement and cost decline. Energy & Environmental Science, 14(4), 1635–1651. https://doi.org/10.1039/D0EE02681F
