Sinergias Estratégicas Entre Más Allá del 5G y Smart Grids para el Desarrollo Sostenible
DOI:
https://doi.org/10.33448/rsd-v13i4.45576Palabras 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
Cómo citar
Número
Sección
Licencia
Derechos de autor 2024 Marina Martinelli; Alysson Mazoni
Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.
Los autores que publican en esta revista concuerdan con los siguientes términos:
1) Los autores mantienen los derechos de autor y conceden a la revista el derecho de primera publicación, con el trabajo simultáneamente licenciado bajo la Licencia Creative Commons Attribution que permite el compartir el trabajo con reconocimiento de la autoría y publicación inicial en esta revista.
2) Los autores tienen autorización para asumir contratos adicionales por separado, para distribución no exclusiva de la versión del trabajo publicada en esta revista (por ejemplo, publicar en repositorio institucional o como capítulo de libro), con reconocimiento de autoría y publicación inicial en esta revista.
3) Los autores tienen permiso y son estimulados a publicar y distribuir su trabajo en línea (por ejemplo, en repositorios institucionales o en su página personal) a cualquier punto antes o durante el proceso editorial, ya que esto puede generar cambios productivos, así como aumentar el impacto y la cita del trabajo publicado.