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Key performance indicators: A useful tool to assess Smart Grid goals

Author

Listed:
  • Personal, Enrique
  • Guerrero, Juan Ignacio
  • Garcia, Antonio
  • Peña, Manuel
  • Leon, Carlos

Abstract

In the last few years, the Smart Grid concept has gained ground in the power utility scope. However, due to its multidisciplinary character (involving a stack of technologies) it is very difficult to assess the overall project success. Due to this a metric is required. In this paper, the authors review the existing metrics and (based on their experience within the Smart Grid demonstration project “Smartcity Malaga”), propose a new approach of business intelligence to bring about a new metric or set of key performance indicators for its rating. An advantage of this metric is its capacity to assist in this task. Its usefulness is also complemented with a planning tool that enables us to assess the effects of each technology under potential scenarios. This information is useful for planning projects, allowing us to make the most appropriate decisions each moment. Ultimately, this usefulness is clearly demonstrated through two case studies.

Suggested Citation

  • Personal, Enrique & Guerrero, Juan Ignacio & Garcia, Antonio & Peña, Manuel & Leon, Carlos, 2014. "Key performance indicators: A useful tool to assess Smart Grid goals," Energy, Elsevier, vol. 76(C), pages 976-988.
  • Handle: RePEc:eee:energy:v:76:y:2014:i:c:p:976-988
    DOI: 10.1016/j.energy.2014.09.015
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    as
    1. Schleicher-Tappeser, Ruggero, 2012. "How renewables will change electricity markets in the next five years," Energy Policy, Elsevier, vol. 48(C), pages 64-75.
    2. Torriti, Jacopo & Hassan, Mohamed G. & Leach, Matthew, 2010. "Demand response experience in Europe: Policies, programmes and implementation," Energy, Elsevier, vol. 35(4), pages 1575-1583.
    3. Gangale, Flavia & Mengolini, Anna & Onyeji, Ijeoma, 2013. "Consumer engagement: An insight from smart grid projects in Europe," Energy Policy, Elsevier, vol. 60(C), pages 621-628.
    4. Blumsack, Seth & Fernandez, Alisha, 2012. "Ready or not, here comes the smart grid!," Energy, Elsevier, vol. 37(1), pages 61-68.
    5. Wissner, Matthias, 2011. "The Smart Grid - A saucerful of secrets?," Applied Energy, Elsevier, vol. 88(7), pages 2509-2518, July.
    6. Luca Ardito & Giuseppe Procaccianti & Giuseppe Menga & Maurizio Morisio, 2013. "Smart Grid Technologies in Europe: An Overview," Energies, MDPI, vol. 6(1), pages 1-31, January.
    7. Hedegaard, Karsten & Ravn, Hans & Juul, Nina & Meibom, Peter, 2012. "Effects of electric vehicles on power systems in Northern Europe," Energy, Elsevier, vol. 48(1), pages 356-368.
    8. Wada, Kenichi & Akimoto, Keigo & Sano, Fuminori & Oda, Junichiro & Homma, Takashi, 2012. "Energy efficiency opportunities in the residential sector and their feasibility," Energy, Elsevier, vol. 48(1), pages 5-10.
    9. Amirioun, Mohammad Hassan & Kazemi, Ahad, 2014. "A new model based on optimal scheduling of combined energy exchange modes for aggregation of electric vehicles in a residential complex," Energy, Elsevier, vol. 69(C), pages 186-198.
    10. Cho, Woojin & Lee, Kwan-Soo, 2014. "A simple sizing method for combined heat and power units," Energy, Elsevier, vol. 65(C), pages 123-133.
    11. Alagoz, B.B. & Kaygusuz, A. & Karabiber, A., 2012. "A user-mode distributed energy management architecture for smart grid applications," Energy, Elsevier, vol. 44(1), pages 167-177.
    12. Ferreira, Helder Lopes & Garde, Raquel & Fulli, Gianluca & Kling, Wil & Lopes, Joao Pecas, 2013. "Characterisation of electrical energy storage technologies," Energy, Elsevier, vol. 53(C), pages 288-298.
    13. Yanshan Yu & Jin Yang & Bin Chen, 2012. "The Smart Grids in China—A Review," Energies, MDPI, vol. 5(5), pages 1-18, May.
    14. Malik, Arif S. & Bouzguenda, Mounir, 2013. "Effects of smart grid technologies on capacity and energy savings – A case study of Oman," Energy, Elsevier, vol. 54(C), pages 365-371.
    15. Rosario Miceli, 2013. "Energy Management and Smart Grids," Energies, MDPI, vol. 6(4), pages 1-29, April.
    16. Rhodes, Joshua D. & Upshaw, Charles R. & Harris, Chioke B. & Meehan, Colin M. & Walling, David A. & Navrátil, Paul A. & Beck, Ariane L. & Nagasawa, Kazunori & Fares, Robert L. & Cole, Wesley J. & Kuma, 2014. "Experimental and data collection methods for a large-scale smart grid deployment: Methods and first results," Energy, Elsevier, vol. 65(C), pages 462-471.
    17. Moral-Carcedo, Julian & Vicens-Otero, Jose, 2005. "Modelling the non-linear response of Spanish electricity demand to temperature variations," Energy Economics, Elsevier, vol. 27(3), pages 477-494, May.
    18. Arslan, Okan & Karasan, Oya Ekin, 2013. "Cost and emission impacts of virtual power plant formation in plug-in hybrid electric vehicle penetrated networks," Energy, Elsevier, vol. 60(C), pages 116-124.
    Full references (including those not matched with items on IDEAS)

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    2. Bertolini, Marina & Buso, Marco & Greco, Luciano, 2020. "Competition in smart distribution grids," Energy Policy, Elsevier, vol. 145(C).
    3. Marina Bertolini & Marco Buso & Luciano Greco, 2018. "Competition and Regulation with Smart Grids," "Marco Fanno" Working Papers 0226, Dipartimento di Scienze Economiche "Marco Fanno".
    4. Mehrasa, Majid & Pouresmaeil, Edris & Zabihi, Sasan & Rodrigues, Eduardo M.G. & Catalão, João P.S., 2016. "A control strategy for the stable operation of shunt active power filters in power grids," Energy, Elsevier, vol. 96(C), pages 325-334.
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    9. Liu, Xiufeng & Nielsen, Per Sieverts, 2016. "A hybrid ICT-solution for smart meter data analytics," Energy, Elsevier, vol. 115(P3), pages 1710-1722.
    10. Fotopoulou, Maria & Rakopoulos, Dimitrios & Petridis, Stefanos & Drosatos, Panagiotis, 2024. "Assessment of smart grid operation under emergency situations," Energy, Elsevier, vol. 287(C).
    11. Ricardo Echeverri Mart nez & Eduardo Caicedo Bravo & Wilfredo Alfonso Morales & Juan David Garcia-Racines, 2020. "A Bi-level Multi-objective Optimization Model for the Planning, Design and Operation of Smart Grid Projects. Case Study: An Islanded Microgrid," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 325-341.
    12. Jinchao Li & Tianzhi Li & Liu Han, 2018. "Research on the Evaluation Model of a Smart Grid Development Level Based on Differentiation of Development Demand," Sustainability, MDPI, vol. 10(11), pages 1-25, November.
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    15. Bossink, Bart A.G., 2017. "Demonstrating sustainable energy: A review based model of sustainable energy demonstration projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1349-1362.
    16. Giovanni Bianco & Barbara Bonvini & Stefano Bracco & Federico Delfino & Paola Laiolo & Giorgio Piazza, 2021. "Key Performance Indicators for an Energy Community Based on Sustainable Technologies," Sustainability, MDPI, vol. 13(16), pages 1-14, August.
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    21. Zhang, Xiaoshun & Yu, Tao & Yang, Bo & Li, Li, 2016. "Virtual generation tribe based robust collaborative consensus algorithm for dynamic generation command dispatch optimization of smart grid," Energy, Elsevier, vol. 101(C), pages 34-51.
    22. Moretti, M. & Djomo, S. Njakou & Azadi, H. & May, K. & De Vos, K. & Van Passel, S. & Witters, N., 2017. "A systematic review of environmental and economic impacts of smart grids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 888-898.
    23. Rosales-Asensio, Enrique & de Simón-Martín, Miguel & Borge-Diez, David & Blanes-Peiró, Jorge Juan & Colmenar-Santos, Antonio, 2019. "Microgrids with energy storage systems as a means to increase power resilience: An application to office buildings," Energy, Elsevier, vol. 172(C), pages 1005-1015.
    24. Jelena Lukić & Miloš Radenković & Marijana Despotović-Zrakić & Aleksandra Labus & Zorica Bogdanović, 2017. "Supply chain intelligence for electricity markets: A smart grid perspective," Information Systems Frontiers, Springer, vol. 19(1), pages 91-107, February.

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