Strategic Synergies Between Beyond 5G and Smart Grids for Sustainable Development

Authors

DOI:

https://doi.org/10.33448/rsd-v13i4.45576

Keywords:

Beyond 5G; Smart grids; Technological innovation systems.

Abstract

This article provides a comprehensive review of the intersection of beyond 5G and Smart Grids, focusing on the potential of Vehicle-to-Fog as an industrial alternative for addressing energy efficiency challenges in data processing. This study aims to investigate relevant publications and patents to understand the collaborative potential between 5G and Smart Grids. It explores establishing new regulatory standards within the 5G framework to facilitate decentralized data processing and remodel energy consumption patterns. The hypothesis suggests that decentralized 5G architecture and Smart Grids can be most effectively applied through Vehicular Fog powered by solar energy. A combined quantitative and qualitative methodology guides the exploration of publications and patents. The study concludes by advocating for new standards that embrace decentralized 5G data processing, emphasizing the potential of Vehicle-to-Fog and the future deployment of 6G technology in Smart Grids. These advancements can significantly enhance energy efficiency in the context of 5G and pave the way for future innovations.

References

Armbrust, M., Fox, A., Griffith, R., Joseph, A., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., & Zaharia, M. (2017). A view of cloud computing. Int. J. Networked Distributed Comput.; https://www.semanticscholar.org/paper/A-view-of-cloud-computing-Armbrust-Fox/dba46ff18ed8e96497ebe197611536a8128e7386

Bergek, A. (2004). Transforming the energy sector: the evolution of technological systems in renewable energy technology. Industrial and Corporate Change, 13(5), 815–849. https://ideas.repec.org/a/oup/indcch/v13y2004i5p815-849.html

Bergek, A. (2017). Shaping and Exploiting Technological Opportunities: The Case of Renewable Energy Technology in Sweden. Research.chalmers.se. ISBN: 91-7291-144-1

Bergek, A., Marko Hekkert, Jacobsson, S., Jochen Markard, Björn Sandén, & Bernhard Truffer. (2015). Technological innovation systems in contexts: Conceptualizing contextual structures and interaction dynamics. Environmental Innovation and Societal Transitions, 16, 51–64. https://doi.org/10.1016/j.eist.2015.07.003

Berghout, T., Benbouzid, M., & S.M. Muyeen. (2022). Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects. International Journal of Critical Infrastructure Protection, 38, 100547–100547. https://doi.org/10.1016/j.ijcip.2022.100547

Borges, C. P., Silberg, T. R., Uriona-Maldonado, M., & Vaz, C. R. (2023). Scaling actors’ perspectives about innovation system functions: Diffusion of biogas in Brazil. Technological Forecasting and Social Change, 190, 122359–122359. https://doi.org/10.1016/j.techfore.2023.122359

Bourechak, A., Ouarda Zedadra, Mohamed Nadjib Kouahla, Guerrieri, A., Hamid Seridi, & Fortino, G. (2023). At the Confluence of Artificial Intelligence and Edge Computing in IoT-Based Applications: A Review and New Perspectives. Sensors, 23(3), 1639–1639. https://doi.org/10.3390/s23031639

Bulah, B. M., Negro, S. O., Beumer, K., & Hekkert, M. P. (2023). Institutional work as a key ingredient of food innovation success: The case of plant-based proteins. Environmental Innovation and Societal Transitions, 47, 100697–100697. https://doi.org/10.1016/j.eist.2023.100697

Castells, M. (2004). The network society: A cross-cultural perspective. Edward Elgar Publishing, Incorporated.

Chafi, S., Fattah, Y.B., Mazer, M., Moulhime El Bekkali, S. & Bernoussi, B. (2023). A comprehensive analysis of fog computing task scheduling approaches. AIP Conference Proceedings. https://doi.org/10.1063/5.0148832

Chen, Q., & Komla Agbenyo Folly. (2022). Application of Artificial Intelligence for EV Charging and Discharging Scheduling and Dynamic Pricing: A Review. Energies, 16(1), 146–146. https://doi.org/10.3390/en16010146

Costanza, R., Graumlich, L. J., Steffen, W., Crumley, C. L., Dearing, J., Hibbard, K. A., Rik Leemans, Redman, C. L., & Schimel, D. (2007). Sustainability or Collapse: What Can We Learn from Integrating the History of Humans and the Rest of Nature? AMBIO: A Journal of the Human Environment, 36(7), 522–527. https://doi.org/10.1579/0044-7447(2007)36[522:socwcw]2.0.co;2

De Oliveira, L. G., (2022) Informing Systemic Policies to Promote Emerging Technologies - Fostering the Brazilian Biogas Innovation System. ProefschriftMaken: Utrecht. Promoted by: M. P. Hekkert.

Dias, V. (2021). Redes de energia elétrica inteligentes (Smart Grids). Research, Society and Development, 10(9), e30010918322-e30010918322. https://doi.org/10.33448/rsd-v10i9.18322

Fagerberg, J., Landström, H., & Martin, B. R. (2012). Exploring the emerging knowledge base of “the knowledge society.” Research Policy, 41(7), 1121–1131. https://doi.org/10.1016/j.respol.2012.03.007

Fernandes, C., Ferreira, J. J., Pedro Mota Veiga, Kraus, S., & Dabić, M. (2022). Digital entrepreneurship platforms: Mapping the field and looking towards a holistic approach. Technology in Society, 70, 101979–101979. https://doi.org/10.1016/j.techsoc.2022.101979

Ferreira, Leila Da Costa & Martinelli, M. (2016). Anthropocene: Governing Climate Change in China and Brazil. Sociology and Anthropology, 4(12), 1084–1092. https://doi.org/10.13189/sa.2016.041207

Fonseca, S., & Santiago, E. (2020). Indústria 4.0: os impactos, desafios e perspectivas para o administrador. Research, Society and Development, 9(10), e2579108451–e2579108451. https://doi.org/10.33448/rsd-v9i10.8451

Freeman, C. & Pérez, C. “Structural Crises of Adjustment, Business Cycles and Investment Behavior,” In: G. Dossi, et al., Eds., Technical Change and Economic Theory, Pinter, London, 1988, pp. 39-62.

Furtado, A. T., Hekkert, M. P., & Negro, S. O. (2020). Of actors, functions, and fuels: Exploring a second generation ethanol transition from a technological innovation systems perspective in Brazil. Energy Research & Social Science, 70, 101706–101706. https://doi.org/10.1016/j.erss.2020.101706

Geels, F. W. (2002). Technological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study. Research Policy, 31(8-9), 1257–1274. https://doi.org/10.1016/s0048-7333(02)00062-8

Global Energy Review 2021 – Analysis - IEA. (2021). Global Energy Review 2021 – Analysis - IEA. IEA. https://www.iea.org/reports/global-energy-review-2021

Goldemberg, J. (2000). Pesquisa e desenvolvimento na área de energia. São Paulo Em Perspectiva, 14(3), 91–97. https://doi.org/10.1590/s0102-88392000000300014

Grin, J., Rotmans, J., & Johan Schot. (2010). Transitions to Sustainable Development. https://doi.org/10.4324/9780203856598

Hekkert, M.P., Suurs, R.A.A., Negro, S., Kuhlmann, S., & Smits, R. E. H. M. (2007). Functions of innovation systems: A new approach for analysing technological change. Technological Forecasting and Social Change, 74(4), 413–432. https://doi.org/10.1016/j.techfore.2006.03.002

IEA (2023), Unlocking Smart Grid Opportunities in Emerging Markets and Developing Economies, IEA, Paris https://www.iea.org/reports/unlocking-smart-grid-opportunities-in-emerging-markets-and-developing-economies, License: CC BY 4.0

Jacobsson, S., & Bergek, A. (2011). Innovation system analyses and sustainability transitions: Contributions and suggestions for research. Environmental Innovation and Societal Transitions, 1(1), 41–57. https://doi.org/10.1016/j.eist.2011.04.006

Kemp, R., & Soete, L. (1992). The greening of technological progress. Futures, 24(5), 437–457. https://doi.org/10.1016/0016-3287(92)90015-8

Kukk, P. Ellen H.M. Moors, & Hekkert, M. P. (2016). Institutional power play in innovation systems: The case of Herceptin®. Research Policy, 45(8), 1558–1569. https://doi.org/10.1016/j.respol.2016.01.016

Kurtz, F., Wiebusch, R., Overbeck, D., & C. Wietfeld. (2022). Predictive 5G Uplink Slicing for Blockchain-driven Smart Energy Contracts. 2022 IEEE International Conference on Communications Workshops (ICC Workshops); https://www.semanticscholar.org/paper/Predictive-5G-Uplink-Slicing-for-Blockchain-driven-Kurtz-Wiebusch/bcffdce189de0473479f7a00f0e0f575c3293429

Laes, E., Pieter Valkering & Yves De Weerdt (2019). Diagnosing Barriers and Enablers for the Flemish Energy Transition. Sustainability, [online] 11(20), pp.5558–5558. https://doi.org/10.3390/su11205558

Lemstra. W. (2018). Leadership with 5G in Europe: Two contrasting images of the future, with policy and regulatory implications. Telecommunications Policy, 42(8), 587–611. https://doi.org/10.1016/j.telpol.2018.02.003

Liu, Y., Shi, X., He, S., & Shi, Z. (2017). Prospective Positioning Architecture and Technologies in 5G Networks. IEEE Network, 31(6), 115–121. https://doi.org/10.1109/mnet.2017.1700066

Lundvall, B.-Å. (2016). The Learning Economy and the Economics of Hope. Anthem Press. https://www.cambridge.org/core/books/learning-economy-and-the-economics-of-hope/19BA313C72A5B038E182F25F1FA0AC30#

Markard, J., Marko Hekkert, & Jacobsson, S. (2015). The technological innovation systems framework: Response to six criticisms. Environmental Innovation and Societal Transitions, 16, 76–86. https://doi.org/10.1016/j.eist.2015.07.006

Martin, H., Grundel, I. & Dahlström, M. (2023) Reconsidering actor roles in regional innovation systems: transformative industrial change in the forest-based bioeconomy, Regional Studies, 57:9, 1636-1648, 10.1080/00343404.2022.2151581

Mazzucato, M. (2018). Mission-oriented innovation policies: challenges and opportunities. Industrial and Corporate Change, 27(5), 803–815. https://doi.org/10.1093/icc/dty034

Mendonça, S., Damásio, B., Charlita, L., Oliveira, L., Cichy, M., & Nicita, A. (2022). The rise of 5G technologies and systems: A quantitative analysis of knowledge production. Telecommunications Policy, 46(4), 102327–102327. https://doi.org/10.1016/j.telpol.2022.102327

Moser, S. C. (2016). Can science on transformation transform science? Lessons from co-design. Current Opinion in Environmental Sustainability, 20, 106–115. https://doi.org/10.1016/j.cosust.2016.10.007

Nelson, R. R., Dosi, G., Helfat, C. E., Pyka, A., Pier Paolo Saviotti, Lee, K., Dopfer, K., Malerba, F., & Winter, S. G. (2018). Modern Evolutionary Economics. In HAL (Le Centre pour la Communication Scientifique Directe). French National Centre for Scientific Research. https://doi.org/10.1017/9781108661928

Norouzi, F., Hoppe, T., Kamp, L. M., C. Manktelow, & Bauer, P. (2023). Diagnosis of the implementation of smart grid innovation in The Netherlands and corrective actions. Renewable & Sustainable Energy Reviews, 175, 113185–113185. https://doi.org/10.1016/j.rser.2023.113185

Ostertag, K., Glienke, N., Rogge, K., Jansen, D., Stoll, U., & Barnekow, S. (2011). Local Utilities Under the EU Emission Trading Scheme: Innovation Impacts on Electricity Generation Portfolios. Sustainability and Innovation, 83–96. https://doi.org/10.1007/978-3-7908-2730-9_5

Oughton, E. J., Comini, N., Foster, V., & Hall, J. W. (2022). Policy choices can help keep 4G and 5G universal broadband affordable. Technological Forecasting and Social Change, 176, 121409–121409. https://doi.org/10.1016/j.techfore.2021.121409

Page, G. G., Wise, R. M., Lindenfeld, L., Moug, P., Hodgson, A., Wyborn, C., & Ioan Fazey. (2016). Co-designing transformation research: lessons learned from research on deliberate practices for transformation. Current Opinion in Environmental Sustainability, 20, 86–92. https://doi.org/10.1016/j.cosust.2016.09.001

Planko, J., Cramer, J., Hekkert, M. P., & Chappin, M. M. H. (2017). Combining the technological innovation systems framework with the entrepreneurs’ perspective on innovation. Technology Analysis & Strategic Management, 29(6), 614–625. https://doi.org/10.1080/09537325.2016.1220515

Prajeesha & Anuradha, M. (2021). EDGE Computing Application in SMART GRID-A Review. [online] https://doi.org/10.1109/icesc51422.2021.9532792.

Rikap, C., & Lundvall, B.-Å. (2021). The Digital Innovation Race. SpringerLink. https://doi.org/10.1007-978-3-030-89443-6

Rivalles, A., Henrique Figuerôa Lacerda, Santos, & Guilhermino, A. (2022). Household appliance usage recommendation based on demand forecasting and multi­objective optimization. Research, Society and Development, 11(1), e13411124515-e13411124515. https://doi.org/10.33448/rsd-v11i1.24515

Schell, C. (2022). Here’s why we need a smart grid — and how we build one. [online] World Economic Forum. Available at:

https://www.weforum.org/agenda/2022/12/the-future-of-smart-energy-is-systemic-open-and-collaborative [Accessed Feb 2024].

Schot, J. & Geels, F. W. (2008) Strategic niche management and sustainable innovation journeys: theory, findings, research agenda, and policy, Technology Analysis & Strategic Management, 20:5, 537-554, 10.1080/09537320802292651

Shehab, M., Khattab, T., Murat Kucukvar and Trinchero, D. (2022). The Role of 5G/6G Networks in Building Sustainable and Energy-Efficient Smart Cities. [online] https://doi.org/10.1109/energycon53164.2022.9830364

Smith, A., Jan-Peter Voß, & Grin, J. (2010). Innovation studies and sustainability transitions: The allure of the multi-level perspective and its challenges. Research Policy, 39(4), 435–448. https://doi.org/10.1016/j.respol.2010.01.023 Stanoevska-Slabeva, K. & Wozniak, T. (2010). Opportunities and threats by mobile platforms: The (new) role of mobile network operators. Zenodo (CERN European Organization for Nuclear Research). https://doi.org/10.1109/icin.2010.5640892

Steffen, W. (2015). The trajectory of the Anthropocene: The Great Acceleration - Will Steffen, Wendy Broadgate, Lisa Deutsch, Owen Gaffney, Cornelia Ludwig, 2015. The Anthropocene Review. https://journals.sagepub.com/doi/full/10.1177/2053019614564785

Strielkowski, W., Vlasov, A., Kirill Selivanov, Konstantin Muraviev, & Vadim Shakhnov. (2023). Prospects and Challenges of the Machine Learning and Data-Driven Methods for the Predictive Analysis of Power Systems: A Review. Energies, 16(10), 4025–4025. https://doi.org/10.3390/en16104025

Suurs, R. A. A. (2009). Motors of sustainable innovation: Towards a theory on the dynamics of technological innovation systems. Library.uu.nl. https://doi.org/978-90-6266-264-7

Teece, D. J. (2022). A wider‐aperture lens for global strategic management: The multinational enterprise in a bifurcated global economy. Global Strategy Journal, 12(3), 488–519. https://doi.org/10.1002/gsj.1462

Tskinner (2019). Beyond Connectivity: Operators Look Beyond Traditional Roles as the IoT Expands. [online] Internet of Things. Available at: https://www.gsma.com/iot/news/beyond-connectivity-operators-look-beyond-traditional-roles-as-the-iot-expands/ [Accessed Feb 2024].

Verbong, G. & Loorbach, D. (2012). Governing the Energy Transition. Routledge. https://www.taylorfrancis.com/books/edit/10.4324/9780203126523/governing-energy-transition-geert-verbong-derk-loorbach

Viswanathan, H., & Mogensen, P. E. (2020). Communications in the 6G Era. IEEE Access, 8, 57063–57074. https://doi.org/10.1109/access.2020.2981745

Weiss, D., & Scherer, P. (2021). Mapping the Territorial Adaptation of Technological Innovation Systems—Trajectories of the Internal Combustion Engine. Sustainability, 14(1), 113–113. https://doi.org/10.3390/su14010113

Zou, C., Huang, Y., Hu, S., & Huang, Z. (2023). Government participation in low-carbon technology transfer: An evolutionary game study. Technological Forecasting and Social Change, 188, 122320–122320. https://doi.org/10.1016/j.techfore.2023.122320

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19/04/2024

How to Cite

MARTINELLI, M.; MAZONI, A. . Strategic Synergies Between Beyond 5G and Smart Grids for Sustainable Development. Research, Society and Development, [S. l.], v. 13, n. 4, p. e7113445576, 2024. DOI: 10.33448/rsd-v13i4.45576. Disponível em: https://rsdjournal.org/index.php/rsd/article/view/45576. Acesso em: 22 nov. 2024.

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Human and Social Sciences