Sinergias Estratégicas Entre Más Allá del 5G y Smart Grids para el Desarrollo Sostenible

Autores/as

DOI:

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

Palabras clave:

Más allá del 5G; Redes inteligentes; Sistemas de innovación tecnológica.

Resumen

Este artículo proporciona una revisión exhaustiva de la intersección entre más allá de 5G y las redes inteligentes, centrándose en el potencial de Vehicle-to-Fog como una alternativa industrial para abordar los desafíos de eficiencia energética en el procesamiento de datos. Este estudio tiene como objetivo investigar publicaciones y patentes relevantes para comprender el potencial de colaboración entre 5G y Smart Grids. Explora el establecimiento de nuevos estándares regulatorios dentro del marco 5G para facilitar el procesamiento descentralizado de datos y remodelar los patrones de consumo de energía. La hipótesis sugiere que la arquitectura 5G descentralizada y las redes inteligentes se pueden aplicar de manera más efectiva a través de niebla vehicular alimentada por energía solar. Una metodología combinada cuantitativa y cualitativa guía la exploración de publicaciones y patentes. El estudio concluye abogando por nuevos estándares que adopten el procesamiento descentralizado de datos 5G, enfatizando el potencial de Vehicle-to-Fog y el futuro despliegue de la tecnología 6G en Smart Grids. Estos avances pueden mejorar significativamente la eficiencia energética en el contexto de 5G y allanar el camino para futuras innovaciones.

Citas

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

Descargas

Publicado

19/04/2024

Cómo citar

MARTINELLI, M.; MAZONI, A. . Sinergias Estratégicas Entre Más Allá del 5G y Smart Grids para el Desarrollo Sostenible. 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.

Número

Sección

Ciencias Humanas y Sociales