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A review of socio-technical barriers to Smart Microgrid development

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  • Norouzi, Farshid
  • Hoppe, Thomas
  • Elizondo, Laura Ramirez
  • Bauer, Pavol

Abstract

Smart MicroGrids (SMGs) can be seen as a promising option when it comes to addressing the urgent need for sustainable transition in electric systems from the current fossil fuel-based centralised system to a low-carbon, renewable-based decentralised system. Unlike previous studies that were restricted to a limited number of actors and only took a mono-disciplinary research approach, this current review adopts a multidisciplinary, socio-technical approach and addresses the factors that have been hindering the development of SMGs and considers how these barriers interact. This study contributes to the body of literature on the development of SMGs by mapping and discerning technical, regulatory, market, social and institutional barriers for different types of actors, including technology providers, consumers, Distributed Generation (DG) providers and system operators, based on information derived from laboratory reports, demonstration pilots, and academic journals. In addition, attention is paid to how these barriers interact based on real-life experimentation. A holistic picture of barriers and their interaction is presented as well as recommendations for future research.

Suggested Citation

  • Norouzi, Farshid & Hoppe, Thomas & Elizondo, Laura Ramirez & Bauer, Pavol, 2022. "A review of socio-technical barriers to Smart Microgrid development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    • Handle: RePEc:eee:rensus:v:167:y:2022:i:c:s1364032122005640
    DOI: 10.1016/j.rser.2022.112674
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    1. Stadler, Michael & Cardoso, Gonçalo & Mashayekh, Salman & Forget, Thibault & DeForest, Nicholas & Agarwal, Ankit & Schönbein, Anna, 2016. "Value streams in microgrids: A literature review," Applied Energy, Elsevier, vol. 162(C), pages 980-989.
    2. Crispim, João & Braz, José & Castro, Rui & Esteves, Jorge, 2014. "Smart Grids in the EU with smart regulation: Experiences from the UK, Italy and Portugal," Utilities Policy, Elsevier, vol. 31(C), pages 85-93.
    3. Negro, Simona O. & Alkemade, Floortje & Hekkert, Marko P., 2012. "Why does renewable energy diffuse so slowly? A review of innovation system problems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3836-3846.
    4. Hirsch, Adam & Parag, Yael & Guerrero, Josep, 2018. "Microgrids: A review of technologies, key drivers, and outstanding issues," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 402-411.
    5. Ghadi, Mojtaba Jabbari & Rajabi, Amin & Ghavidel, Sahand & Azizivahed, Ali & Li, Li & Zhang, Jiangfeng, 2019. "From active distribution systems to decentralized microgrids: A review on regulations and planning approaches based on operational factors," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    6. Feng, Wei & Jin, Ming & Liu, Xu & Bao, Yi & Marnay, Chris & Yao, Cheng & Yu, Jiancheng, 2018. "A review of microgrid development in the United States – A decade of progress on policies, demonstrations, controls, and software tools," Applied Energy, Elsevier, vol. 228(C), pages 1656-1668.
    7. von Wirth, Timo & Gislason, Linda & Seidl, Roman, 2018. "Distributed energy systems on a neighborhood scale: Reviewing drivers of and barriers to social acceptance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2618-2628.
    8. Tanrisever, Fehmi & Derinkuyu, Kursad & Jongen, Geert, 2015. "Organization and functioning of liberalized electricity markets: An overview of the Dutch market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1363-1374.
    9. Sovacool, Benjamin K. & Lakshmi Ratan, Pushkala, 2012. "Conceptualizing the acceptance of wind and solar electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5268-5279.
    10. Aurelie Tricoire, 2015. "Uncertainty, vision, and the vitality of the emerging smart grid," Post-Print hal-02351994, HAL.
    11. Kakran, Sandeep & Chanana, Saurabh, 2018. "Smart operations of smart grids integrated with distributed generation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 524-535.
    12. Mathias Uslar & Sebastian Rohjans & Christian Neureiter & Filip Pröstl Andrén & Jorge Velasquez & Cornelius Steinbrink & Venizelos Efthymiou & Gianluigi Migliavacca & Seppo Horsmanheimo & Helfried Bru, 2019. "Applying the Smart Grid Architecture Model for Designing and Validating System-of-Systems in the Power and Energy Domain: A European Perspective," Energies, MDPI, vol. 12(2), pages 1-40, January.
    13. Agrell, Per J. & Bogetoft, Peter & Mikkers, Misja, 2013. "Smart-grid investments, regulation and organization," Energy Policy, Elsevier, vol. 52(C), pages 656-666.
    14. Hall, N. & Ashworth, P. & Devine-Wright, P., 2013. "Societal acceptance of wind farms: Analysis of four common themes across Australian case studies," Energy Policy, Elsevier, vol. 58(C), pages 200-208.
    15. Han, Xiaojuan & Zhang, Hua & Yu, Xiaoling & Wang, Lina, 2016. "Economic evaluation of grid-connected micro-grid system with photovoltaic and energy storage under different investment and financing models," Applied Energy, Elsevier, vol. 184(C), pages 103-118.
    16. Swofford, Jeffrey & Slattery, Michael, 2010. "Public attitudes of wind energy in Texas: Local communities in close proximity to wind farms and their effect on decision-making," Energy Policy, Elsevier, vol. 38(5), pages 2508-2519, May.
    17. Ropenus, Stephanie & Jacobsen, Henrik Klinge & Schröder, Sascha Thorsten, 2011. "Network regulation and support schemes – How policy interactions affect the integration of distributed generation," Renewable Energy, Elsevier, vol. 36(7), pages 1949-1956.
    18. Milis, Kevin & Peremans, Herbert & Van Passel, Steven, 2018. "The impact of policy on microgrid economics: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 3111-3119.
    19. João Abel Peças Lopes & André Guimarães Madureira & Manuel Matos & Ricardo Jorge Bessa & Vítor Monteiro & João Luiz Afonso & Sérgio F. Santos & João P. S. Catalão & Carlos Henggeler Antunes & Pedro Ma, 2020. "The future of power systems: Challenges, trends, and upcoming paradigms," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 9(3), May.
    20. Amjad Ali & Wuhua Li & Rashid Hussain & Xiangning He & Barry W. Williams & Abdul Hameed Memon, 2017. "Overview of Current Microgrid Policies, Incentives and Barriers in the European Union, United States and China," Sustainability, MDPI, vol. 9(7), pages 1-28, June.
    21. Mariam, Lubna & Basu, Malabika & Conlon, Michael F., 2016. "Microgrid: Architecture, policy and future trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 477-489.
    22. O׳Connell, Niamh & Pinson, Pierre & Madsen, Henrik & O׳Malley, Mark, 2014. "Benefits and challenges of electrical demand response: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 686-699.
    23. Muench, Stefan & Thuss, Sebastian & Guenther, Edeltraud, 2014. "What hampers energy system transformations? The case of smart grids," Energy Policy, Elsevier, vol. 73(C), pages 80-92.
    24. Johnson, Samuel C. & Rhodes, Joshua D. & Webber, Michael E., 2020. "Understanding the impact of non-synchronous wind and solar generation on grid stability and identifying mitigation pathways," Applied Energy, Elsevier, vol. 262(C).
    25. Yoldaş, Yeliz & Önen, Ahmet & Muyeen, S.M. & Vasilakos, Athanasios V. & Alan, İrfan, 2017. "Enhancing smart grid with microgrids: Challenges and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 205-214.
    26. Colak, Ilhami & Sagiroglu, Seref & Fulli, Gianluca & Yesilbudak, Mehmet & Covrig, Catalin-Felix, 2016. "A survey on the critical issues in smart grid technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 396-405.
    27. Jayamaha, D.K.J.S. & Lidula, N.W.A. & Rajapakse, A.D., 2020. "Protection and grounding methods in DC microgrids: Comprehensive review and analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    28. Zhang, Yao & Chen, Wei & Gao, Weijun, 2017. "A survey on the development status and challenges of smart grids in main driver countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 137-147.
    29. Khamis, Aziah & Shareef, Hussain & Bizkevelci, Erdal & Khatib, Tamer, 2013. "A review of islanding detection techniques for renewable distributed generation systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 483-493.
    30. Verbong, Geert P.J. & Beemsterboer, Sjouke & Sengers, Frans, 2013. "Smart grids or smart users? Involving users in developing a low carbon electricity economy," Energy Policy, Elsevier, vol. 52(C), pages 117-125.
    31. Soshinskaya, Mariya & Crijns-Graus, Wina H.J. & Guerrero, Josep M. & Vasquez, Juan C., 2014. "Microgrids: Experiences, barriers and success factors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 659-672.
    32. Cagnano, A. & De Tuglie, E. & Mancarella, P., 2020. "Microgrids: Overview and guidelines for practical implementations and operation," Applied Energy, Elsevier, vol. 258(C).
    33. Cambini, Carlo & Meletiou, Alexis & Bompard, Ettore & Masera, Marcelo, 2016. "Market and regulatory factors influencing smart-grid investment in Europe: Evidence from pilot projects and implications for reform," Utilities Policy, Elsevier, vol. 40(C), pages 36-47.
    34. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    35. Li, Canbing & Cao, Chi & Cao, Yijia & Kuang, Yonghong & Zeng, Long & Fang, Baling, 2014. "A review of islanding detection methods for microgrid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 211-220.
    36. Pearson, Ivan L.G., 2011. "Smart grid cyber security for Europe," Energy Policy, Elsevier, vol. 39(9), pages 5211-5218, September.
    37. Devine-Wright, Patrick & Batel, Susana & Aas, Oystein & Sovacool, Benjamin & Labelle, Michael Carnegie & Ruud, Audun, 2017. "A conceptual framework for understanding the social acceptance of energy infrastructure: Insights from energy storage," Energy Policy, Elsevier, vol. 107(C), pages 27-31.
    38. He, Xian & Keyaerts, Nico & Azevedo, Isabel & Meeus, Leonardo & Hancher, Leigh & Glachant, Jean-Michel, 2013. "How to engage consumers in demand response: A contract perspective," Utilities Policy, Elsevier, vol. 27(C), pages 108-122.
    39. Ratnam, Kamala Sarojini & Palanisamy, K. & Yang, Guangya, 2020. "Future low-inertia power systems: Requirements, issues, and solutions - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    40. Good, Nicholas & Ellis, Keith A. & Mancarella, Pierluigi, 2017. "Review and classification of barriers and enablers of demand response in the smart grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 57-72.
    41. Weiwei Cui & Lin Li & Zhiqiang Lu, 2019. "Energy‐efficient scheduling for sustainable manufacturing systems with renewable energy resources," Naval Research Logistics (NRL), John Wiley & Sons, vol. 66(2), pages 154-173, March.
    42. Lidula, N.W.A. & Rajapakse, A.D., 2011. "Microgrids research: A review of experimental microgrids and test systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 186-202, January.
    43. Bouzid, Allal M. & Guerrero, Josep M. & Cheriti, Ahmed & Bouhamida, Mohamed & Sicard, Pierre & Benghanem, Mustapha, 2015. "A survey on control of electric power distributed generation systems for microgrid applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 751-766.
    44. Colak, Ilhami & Fulli, Gianluca & Sagiroglu, Seref & Yesilbudak, Mehmet & Covrig, Catalin-Felix, 2015. "Smart grid projects in Europe: Current status, maturity and future scenarios," Applied Energy, Elsevier, vol. 152(C), pages 58-70.
    45. Warneryd, Martin & Håkansson, Maria & Karltorp, Kersti, 2020. "Unpacking the complexity of community microgrids: A review of institutions’ roles for development of microgrids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    46. Marilyn A. Brown & Shan Zhou & Majid Ahmadi, 2018. "Smart grid governance: An international review of evolving policy issues and innovations," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 7(5), September.
    47. Gui, Emi Minghui & Diesendorf, Mark & MacGill, Iain, 2017. "Distributed energy infrastructure paradigm: Community microgrids in a new institutional economics context," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1355-1365.
    48. Hana Kim, 2017. "A Community Energy Transition Model for Urban Areas: The Energy Self-Reliant Village Program in Seoul, South Korea," Sustainability, MDPI, vol. 9(7), pages 1-18, July.
    49. Ewa Stawicka, 2021. "Sustainable Business Strategies as an Element Influencing Diffusion on Innovative Solutions in the Field of Renewable Energy Sources," Energies, MDPI, vol. 14(17), pages 1-13, September.
    50. Tuballa, Maria Lorena & Abundo, Michael Lochinvar, 2016. "A review of the development of Smart Grid technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 710-725.
    51. Ngar-yin Mah, Daphne & van der Vleuten, Johannes Marinus & Chi-man Ip, Jasper & Ronald Hills, Peter, 2012. "Governing the transition of socio-technical systems: A case study of the development of smart grids in Korea," Energy Policy, Elsevier, vol. 45(C), pages 133-141.
    52. Wolsink, Maarten, 2020. "Distributed energy systems as common goods: Socio-political acceptance of renewables in intelligent microgrids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    53. Planas, Estefanía & Andreu, Jon & Gárate, José Ignacio & Martínez de Alegría, Iñigo & Ibarra, Edorta, 2015. "AC and DC technology in microgrids: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 726-749.
    54. Nolan, Sheila & O’Malley, Mark, 2015. "Challenges and barriers to demand response deployment and evaluation," Applied Energy, Elsevier, vol. 152(C), pages 1-10.
    55. Yoseba K. Penya & Juan Carlos Nieves & Angelina Espinoza & Cruz E. Borges & Aitor Peña & Mariano Ortega, 2012. "Distributed Semantic Architecture for Smart Grids," Energies, MDPI, vol. 5(11), pages 1-20, November.
    56. de Wildt, T.E. & Chappin, E.J.L. & van de Kaa, G. & Herder, P.M. & van de Poel, I.R., 2019. "Conflicting values in the smart electricity grid a comprehensive overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 184-196.
    57. Yvonne Vogt Gwerder, Nuno Carvalho Figueiredo, and Patricia Pereira da Silva, 2019. "Investing in Smart Grids: Assessing the Influence of Regulatory and Market Factors on Investment Level," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    58. Andishgar, Mohammad Hadi & Gholipour, Eskandar & Hooshmand, Rahmat-allah, 2017. "An overview of control approaches of inverter-based microgrids in islanding mode of operation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1043-1060.
    59. Ellabban, Omar & Abu-Rub, Haitham, 2016. "Smart grid customers' acceptance and engagement: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1285-1298.
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