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
- National Natural Science Foundation of China [61572262]
- National Science Foundation of Jiangsu Province [BK20141427]
- Nanjing University of Posts and Telecommunications [NY214097]
- 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]
- Qinlan Project of Jiangsu Province
- Research Council of Norway [240079/F20]
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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