VELIKI PODACI U ELEKTROENERGETSKIM SISTEMIMA
Ključne reči:
Veliki podaci, Elektroenergetski sistemi, Relejna zaštita, Pametne mreže
Apstrakt
U radu su predstavljeni tehnologija velikih podataka i načini primene velikih podataka u elektroenergetskim sistemima. Nakon predstavljanja koncepta veliki podataka, tehnika za prikupljanje, obradu i skladištenje podatak, i metoda za analizu podataka, predloženi su primeri primene velikih podataka u mnogobrojnim procesima električnih mreža, kao i uticaja na relejnu zaštitu.
Reference
1. M.Henderson: We Have the Data: Making It Work for Us, IEEE Power and Energy Magazine, Vol.16, No.3, pp.4–100, May 2018.
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.
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.
Objavljeno
2019-11-04
Sekcija
Elektrotehničko i računarsko inženjerstvo
