Toward to an Electric Monitoring Platform Based on Agents

  • Jorge E. LuzuriagaEmail author
  • Guillermo Cortina Rodríguez
  • Karolína Janošová
  • Monika Borova
  • Miguel Ángel Mateo Pla
  • Lenin-G. Lemus-Zúñiga
Conference paper
Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 96)


Smart grids are electricity supply-networks which detect and react to local changes in usage based on feedback from digital communications technologies. Their expansion are likely to have a positive impact on our economy, social development, and especially, on environmental measures taken to counteract climate change. In addition, the application of business strategies in the electricity-production sector would facilitate the pre-diagnosis of energy consumption fluctuations. Energy-saving audits are currently carried out by specialised professionals who rely on initiatives which are costly, both in terms of time and effort.

This paper presents a platform that guides users through the process of performing online energy consumption audits in near real-time. It describes how, based on the user input, the platform auto-completes the remaining necessary data in a simple and intuitive way. We then propose the integration of two types of agents into this platform: One to ease the transformation of source information and the other to act as a warning system to detect unusual energy consumption levels. We tested our methodology by calculating and validating energy consumption from different perspectives in two different public infrastructure electrical grids belonging to the city of Llíria in Valencia (Spain).


Agents Smart grids Energy-saving Electric audit Energy consumption 


  1. 1.
    Clastres, C.: Smart grids: another step towards competition, energy security and climate change objectives. Energy Policy 39, 5399–5408 (2011)CrossRefGoogle Scholar
  2. 2.
    Fu, C., Belqasmi, F., Glitho, R.: RESTful web services for bridging presence service across technologies and domains: an early feasibility prototype. IEEE Commun. Mag. 48, 92–100 (2010)CrossRefGoogle Scholar
  3. 3.
    Ganapathy, A., Soman, G., Manoj, G.V.M., Lekshamana, R.: Online energy audit and renewable energy management system (2017).
  4. 4.
    Getu, B.N., Attia, H.A.: Electricity audit and reduction of consumption: campus case study. Int. J. Appl. Eng. Res. 11(6), 4423–4427 (2016)Google Scholar
  5. 5.
    Hasanah, R.N., Suyono, H.: A building audit software to support energy management and conservation. In: Proceedings of the Conference on Applied Electromagnetic Technology (AEMT), pp. 11–15 (2012)Google Scholar
  6. 6.
    ICF Consulting: Study on Energy Efficiency and Energy Saving Potential in Industry and on Possible Policy Mechanisms, pp. 1–461, December 2015Google Scholar
  7. 7.
    Kumar, A., Ranjan, S., Singh, M.B.K., Kumari, P., Ramesh, L.: Electrical energy audit in residential house. Procedia Technol. 21, 625–630 (2015). Scholar
  8. 8.
    Magrini, A., Gobbi, L., D’Ambrosio, F.R.: Energy audit of public buildings: the energy consumption of a university with modern and historical buildings. Some results. Energy Procedia 101, 169–175 (2016). Scholar
  9. 9.
    Marinosci, C., Morini, G.L., Semprini, G., Garai, M.: Preliminary energy audit of the historical building of the School of Engineering and Architecture of Bologna. Energy Procedia 81, 64–73 (2015)CrossRefGoogle Scholar
  10. 10.
    Qin, H., Jin, X., Zhang, X.: Research on extract, transform and load (ETL) in land and resources star schema data warehouse. In: Proceedings of the 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012, vol. 1, no. 4, pp. 120–123 (2012)Google Scholar
  11. 11.
    Quintero, A.S.d.V.: Inventario, consumo de energía y potencial de ahorro del alumbrado exterior municipal en España. Tech. rep., Instituto para la Diversificación y Ahorro de la Energía (IDAE) (2017)Google Scholar
  12. 12.
    Ruebsamen, T., Reich, C.: Supporting cloud accountability by collecting evidence using audit agents. In: Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom, vol. 1, pp. 185–190 (2013)Google Scholar
  13. 13.
    Shi, S., Wei, G., Bin, W., Wu, S., Wei, Z., Jun, Y., Jiaquan, Y., Guihai, L.: Design and development of electrical energy-saving diagnosis calculator APP. In: 2015 Sixth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA), pp. 281–287 (2015).
  14. 14.
    Thollander, P., Palm, J.: Industrial energy management decision making for improved energy efficiency-strategic system perspectives and situated action in combination. Energies 8(6), 5694–5703 (2015)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2019

Authors and Affiliations

  • Jorge E. Luzuriaga
    • 1
    Email author
  • Guillermo Cortina Rodríguez
    • 1
  • Karolína Janošová
    • 2
  • Monika Borova
    • 2
  • Miguel Ángel Mateo Pla
    • 1
  • Lenin-G. Lemus-Zúñiga
    • 1
  1. 1.Institute of Information and Communication Technologies (ITACA)Universitat Politècnica de ValènciaValenciaSpain
  2. 2.VŜB - Technical University of OstravaOstravaCzech Republic

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