Smart Grids Data Analysis: A Systematic Mapping Study

Preprint English OPEN
Rossi, Bruno; Chren, Stanislav;
(2018)
  • Subject: Computer Science - Other Computer Science

Data analytics and data science play a significant role in nowadays society. In the context of Smart Grids (SG), the collection of vast amounts of data has seen the emergence of a plethora of data analysis approaches. In this paper, we conduct a Systematic Mapping Study... View more
  • References (49)
    49 references, page 1 of 5

    [268] B. Al-Omar, A. Al-Ali, R. Ahmed, and T. Landolsi, “Role of information and communication technologies in the smart grid,” Journal of Emerging Trends in Computing and Information Sciences, vol. 3, no. 5, pp. 707-716, 2012.

    [269] D. Alahakoon and X. Yu, “Smart electricity meter data intelligence for future energy systems: A survey,” IEEE Transactions on Industrial Informatics, vol. 12, no. 1, pp. 425-436, 2016.

    [270] M. Amin, “Challenges in reliability, security, efficiency, and resilience of energy infrastructure: Toward smart self-healing electric power grid,” in Power and Energy Society General Meeting-Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE. IEEE, 2008, pp. 1-5.

    [271] S. M. Amin and B. F. Wollenberg, “Toward a smart grid: power delivery for the 21st century,” IEEE power and energy magazine, vol. 3, no. 5, pp. 34-41, 2005.

    [272] E. Ancillotti, R. Bruno, and M. Conti, “The role of communication systems in smart grids: Architectures, technical solutions and research challenges,” Computer Communications, vol. 36, no. 17-18, pp. 1665- 1697, 2013.

    [273] B. Barn, S. Barat, and T. Clark, “Conducting systematic literature reviews and systematic mapping studies,” in Proceedings of the 10th Innovations in Software Engineering Conference. ACM, 2017, pp. 212-213.

    [274] G. Benetti, D. Caprino, M. L. Della Vedova, and T. Facchinetti, “Electric load management approaches for peak load reduction: A systematic literature review and state of the art,” Sustainable Cities and Society, vol. 20, pp. 124-141, 2016.

    [275] A. Bhardwaj and W. Singh, “Systematic review of smart grid analytics.” International Journal of Advanced Research in Computer Science, vol. 8, no. 5, 2017.

    [276] R. Bonetto and M. Rossi, “Smart grid for the smart city,” in Designing, Developing, and Facilitating Smart Cities. Springer, 2017, pp. 241- 263.

    [277] D. Budgen and P. Brereton, “Performing systematic literature reviews in software engineering,” in Proceedings of the 28th international conference on Software engineering. ACM, 2006, pp. 1051-1052.

  • Related Research Results (2)
  • Metrics
Share - Bookmark