Author:
Zhou Sheng,Li Hongfa,Zhang Jianglong,Wu Shuling,Chen Shiton,Wu Xiaohua,Jin Tao
Abstract
Abstract
Big data is valuable, and big data processing technology can efficiently process massive data and get the value in big data, so the research and application of big data technology become popular nowadays. Smart grid is one of the most potential field for application of big data technology, applying big data technology to smart grid can improve the reliability and economy of smart grid. The operating conditions of power system changes rapidly, therefore, real-time processing technology became the focus of application field. This paper reviewed the data sources, data characteristics and data application scenarios of big data in smart grid, analyzed data processing modes of big data processing technology: batch processing and stream processing, and compared the realization methods of real-time big data processing, summarized the application of big data real-time processing technology in smart grid, and the challenges in the application, and finally, prospected the application of real-time big data processing technology in smart grid.
Reference12 articles.
1. Big data analytics for wireless and wired network design: A survey;Hadi;Comput. Netw.,2018
2. Information Platform of Smart Grid Based on Cloud Computing;Wang;Automation of Electric Power Systems,2010
3. Big Data Management:Concepts, Techniques and Challenges;Meng;Journal of Computer Research and Development,2013
4. The Fourth Paradigm: Data-Intensive Scientific Discovery;Tolle;Proc. IEEE,2011
5. Big Data Analytics for Dynamic Energy Management in Smart Grids;Diamantoulakis;Big Data Research,2015
Cited by
4 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献