4.6 Article

Energy Big Data: A Survey

期刊

IEEE ACCESS
卷 4, 期 -, 页码 3844-3861

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2016.2580581

关键词

Big data; energy; smart grids; data processing; data mining; energy internet; survey

资金

  1. National Natural Science Foundation of China [61572262]
  2. National Science Foundation of Jiangsu Province [BK20141427]
  3. Nanjing University of Posts and Telecommunications [NY214097]
  4. Open Research Fund within the Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications [NYKL201507]
  5. Qinlan Project of Jiangsu Province
  6. Research Council of Norway [240079/F20]

向作者/读者索取更多资源

Energy is one of the most important parts in human life. As a significant application of energy, smart grid is a complicated interconnected power grid that involves sensors, deployment strategies, smart meters, and real-time data processing. It continuously generates data with large volume, high velocity, and diverse variety. In this paper, we first give a brief introduction on big data, smart grid, and big data application in the smart grid scenario. Then, recent studies and developments are summarized in the context of integrated architecture and key enabling technologies. Meanwhile, security issues are specifically addressed. Finally, we introduce several typical big data applications and point out future challenges in the energy domain

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