BIG DATA IN ELECTRIC POWER SYSTEMS
DOI:
https://doi.org/10.24867/05BE29DjordjevicKeywords:
Big data, electric power systems, relay protection, smart gridAbstract
This paper presents the technology of big data and its applications in electric power systems. After presenting the concept of big data, techniques for data collection, processing and storage and methods for data analysis, examples of the application of big data in many electrical grid processes, as well as impacts on relay protection, are proposed.
References
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2. N.Amaro, J.M.Pina: Big Data in Power Systems, IEEE, International Conference on Engineering, Technology and Innovation (ICE/ITMC), Funchal, Portugal, 2017.
3. Working Group on Big Data Analytics, Machine Learning and Artificial Intelligence in the Smart Grid: Big Data Analytics in the Smart Grid, White Paper, IEEE Smart Grid
4. L.Xie: Data Technology: The New Normal, IEEE Power and Energy Magazine, Vol.16, No.3, pp.108–106, May 2018.
5. J.Puurtinen: Big data mining as a part of substation automation and network management, Master of Science Thesis, Tampere University of Technology, May 2014.
6. D.Cai, H.Tian, Y.Wang, H.Wang, H.Zheng, K.Cao, C.Zhou: Electric Power Big Data and Its Applications, Atlantis Press, 2016.
7. Y.Zhang, T.Huang, E.F.Bompard: Big data analytics in smart grids: a review, Energy Informatics, Vol.1, No.8, 2018.
8. D.Bekut: Relejna zaštita, Fakultet Tehničkih Nauka u Novom Sadu, Novi Sad, 2009.
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Published
2019-11-04
Issue
Section
Electrotechnical and Computer Engineering
