Overview of Big Data in Smart Grid

被引:0
|
作者
Shobol, Abdulfetah [1 ]
Ali, Mbarak Hamid [2 ]
Wadi, Mohammed [1 ]
Tur, Mehmet Rida [3 ]
机构
[1] Istanbul Sabahatin Zaim Univ, Dept Elect & Elect Engn, Istanbul, Turkey
[2] Istanbul Sabahatin Zaim Univ, Dept Comp Engn, Istanbul, Turkey
[3] TBMYO Batman Univ, Dept Elect & Energy, Batman, Turkey
关键词
Big Data; Big Data Challenges; Data Management; Smart Grid; Grid Modernization;
D O I
10.1109/icrera47325.2019.8996527
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The integration of Electrical power with advanced information and communication technologies has led to an intelligent electricity grid known as the Smart Grid. The Smart Grid has also led to the improvement of the entire energy flow system through a bidirectional flow of power and information between utility and consumer, hence making the system safe, efficient and reliable. Big data in smart grid are very significant and visible due to the accumulation of the increasing volumes of data. This data is accessed by the electrical utilities as well as customers from smart meters, power management units (PMUs), supervisory control and data acquisition (SCADA) systems, frequency disturbance recorders (FDRs), outage management systems, wide-area monitoring system (WAMS), field devices, customer billing software, customers' data, sensors, computers and communication networks all integrated into the power network. Therefore, big data has a great significance in the establishment of a better Smart Grid. This paper introduces smart grid and its concepts, the role of big data in smart grid; challenges faced by big data in smart grid and the prospect of the big data in smart grids.
引用
收藏
页码:1022 / 1025
页数:4
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