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Application and Development of Energy Big Data
Zexiang Cai, Licheng Li, Ping Liu, XuMin, Zexing Chen, Yongjun Zhang, Yongxia Han, Aidong Xu
Strategic Study of CAE ›› 2018, Vol. 20 ›› Issue (2) : 72-78.
PDF(240 KB)
PDF(240 KB)
Application and Development of Energy Big Data
Energy big data, as a significant part of "Internet Plus" smart energy, plays a critical role in promoting the energy revolution of China, facilitating the country’s energy structure transformation, and stimulating innovative development of energy industries. In the context of "Internet Plus" smart energy, the basic framework and the key features of energy big data are discussed initially in this paper, followed by a discussion on the major applications of energy big data in energy industries. This paper also reveals some dominant obstacles to energy big data development based on the status quo of energy big data in China. Finally, several suggestions are proposed for energy big data development to overcome these obstacles, with the intent of advancing the construction of energy big data and application of "Internet Plus" smart energy in China.
energy big data / Internet Plus / smart energy / information and communication infrastructure / energy industries
| [1] |
李立浧, 张勇军, 陈泽兴, 等. 智能电网与能源网融合的模式及其发展前景 [J]. 电力系统自动化, 2016, 40(11): 1–9.
|
| [2] |
Jiang H, Wang K, Wang Y, et al. Energy big data: A survey [J]. IEEE Access, 2016 (4): 3844–3861.
|
| [3] |
刘敦楠, 唐天琦, 赵佳伟, 等. 能源大数据信息服务定价及其在电力市场中的应用 [J]. 电力建设, 2017, 38(2): 52–59.
|
| [4] |
黄小庆, 陈颉, 田世明, 等. 电动汽车充电站规划、运行中的大数据集成应用 [J]. 电网技术, 2016, 40(3): 762–767.
|
| [5] |
张勇军, 陈泽兴, 蔡泽祥, 等. 新一代信息能源系统: 能源互联网[J]. 电力自动化设备, 2016, 36(9): 1–7.
|
| [6] |
田世明, 栾文鹏, 张东霞, 等. 能源互联网技术形态与关键技术[J]. 中国电机工程学报, 2015, 35(14): 3482–3494.
|
| [7] |
陈启鑫, 刘敦楠, 林今, 等. 能源互联网的商业模式与市场机制( 一) [J]. 电网技术, 2015, 39(11): 3050–3056.
|
| [8] |
Naimi A I, Westreich D J. Big data: A revolution that will trans-form how we live, work, and think [J]. Mathematics & Computer Education, 2013, 47(17): 181–183.
|
| [9] |
McAfee A, Brynjolfsson E, Davenport T H, et al. Big data: The management revolution [J]. Harvard Business Review, 2012, 90(10): 60–68.
|
| [10] |
Zhou K, Fu C, Yang S. Big data driven smart energy management: From big data to big insights [J]. Renewable and Sustainable Energy Reviews, 2016 (56): 215–225.
|
| [11] |
张东霞, 苗新, 刘丽平, 等. 智能电网大数据技术发展研究 [J]. 中国电机工程学报, 2015, 35(1): 2–12.
|
| [12] |
Billinton R, Gao Y. Multistate wind energy conversion system models for adequacy assessment of generating systems incorpo-rating wind energy [J]. IEEE Transaction on Energy Converstion, 2008, 23(1): 163–170.
|
| [13] |
Kaldellis J. Optimum autonomous wind–power system sizing for remote consumers, using long-term wind speed data [J]. Applied Energy, 2002, 71(3): 215–233.
|
| [14] |
鲁宗相, 徐曼, 乔颖, 等. 风电功率预测的新型互联网运营模式设计 [J]. 电网技术, 2016, 40(1): 125–131.
|
| [15] |
刘世成, 张东霞, 朱朝阳, 等. 能源互联网中大数据技术思考 [J]. 电力系统自动化, 2016, 40(8): 14–21.
|
| [16] |
B.A.U.M. Consult Gmbh. Smart Energy made in Germany [R].
|
| [17] |
王喜文, 王叶子. 德国信息化能源(E-Energy) 促进计划 [J]. 电力需求侧管理, 2011, 13(4): 75–76.
|
| [18] |
Liu Y, Zhan L, Zhang Y, et al. Wide-area measurement system de-velopment at the distribution level: An FNET/GridEye example [J]. IEEE Transactions on Power Delivery, 2015, 31(2): 721–731.
|
| [19] |
Zhou D, Guo J, Zhang Y, et al. Distributed data analytics platform for wide-area synchrophasor measurement systems [J]. IEEE Transactions on Smart Grid, 2016, 7(5): 2397–2405.
|
| [20] |
彭小圣, 邓迪元, 程时杰, 等. 面向智能电网应用的电力大数据关键技术 [J]. 中国电机工程学报, 2015, 35(3): 503–511.
|
| [21] |
Magavern S. Greening the buffalo niagara medical campus [R]. New York: The Open Buffalo Innovation Lab, 2015.
|
| [22] |
Becker T, Curry E, Jentzsch A, et al. New horizons for a data-driven economy: Roadmaps and action plans for technology, businesses, policy, and society [M]. London: Springer International Publish-ing, 2016.
|
| [23] |
李存斌, 李小鹏, 田世明, 等. 能源互联网电力信息深度融合风险传递: 挑战与展望 [J]. 电力系统自动化, 2017, 41(11): 17–25.
|
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