期刊文献+

基于大数据的电网成本结构及效益综合分析研究与应用 被引量:2

Research and Application of Grid Cost Structure and Synthetical Benefit Analysis Based on Big Data
下载PDF
导出
摘要 基于大数据处理和数据挖掘技术,研究电网企业成本结构及效益分析,通过构建输配电成本趋势预测和边际贡献分析模型,结合电网成本核算业务,将理论研究与企业实践相结合,实现对电网企业成本结构的优化及效益的提升,从而切实解决成本管控中存在的薄弱环节和突出问题,为深入推进大数据技术信息化建设应用提供理论依据和实践经验。 Based on big data processing and data mining technology, this paper discusses the cost structure and benefit analysis for power grid enterprises. By establishing an analysis model for prediction of cost tendency for power transmission/distribution and marginal contribution and taking into account grid cost accounting, it combines theoretical study and enterprise practice to optimize cost structure of grid enterprises and improve their benefits, thus solving weak links and key issues in the respect of cost control and providing theoretical grounds and practical experience for the promotion of big data information construction.
出处 《电气自动化》 2017年第5期14-16,30,共4页 Electrical Automation
关键词 大数据 数据挖掘 时间序列 边际贡献 盈亏平衡 成本性态 big data data mining time series marginal contribution break even cost behavior
  • 相关文献

参考文献3

二级参考文献33

  • 1曹一家,陈晓刚,孙可.基于复杂网络理论的大型电力系统脆弱线路辨识[J].电力自动化设备,2006,26(12):1-5. 被引量:218
  • 2李国杰.大数据研究的科学价值[J].中国计算机学会通讯,2012,8(9):8-15.
  • 3赵国栋,易欢欢,糜万军,鄂维南.大数据时代的历史机遇[M].北京:清华大学出版社,2013:前言.
  • 4Gantz J, Reinsel D. Extracting value from chaos [J]. Proceedings oflDCiView, 2011: 1-12.
  • 5GTM Research. The soft grid 2013-2020. Big data & utility analytics for smart grid-research excerpt [R/OL]. GTM, 2013. http-//www.giiresearch.com/reportJ gm257044-soft-grid-big-data-utility-analytics-smart-grid.h tml.
  • 6EPRI. Big data challenges for the grid: EPRI survey results and analysis Data analytics and applications demonstration newsletter[R/OL]. 2013. http://www. smartgridnews.com/artmardpublish/Business_Analytics/Bi g-Data-challenges-for-the-grid-EPRI-survey-results-and-a nalvsis.
  • 7EPRI. The whys, whats, and hows of managing data as an asset[R]. USA: EPRI, 2014.
  • 8IBM. Managing big data for smart grids and smart meters[R/OL]. IBM Software White Paper. http://www. smartgridnews.com/artman/publish/Business_Strategy/ Managing-big-data-for-smart-grids-and-smart-meters-524 8.html.
  • 9Oracle Utilities. Utilities and big data: A seismic shift is beginning[R]. An Oracle Utilities White Paper.
  • 10科技部.国家高技术研究发展计划(863计划)2015年度项目申报指南[EB/OL].http://program.most.gov.cn/htmledit/639A0448.5482.4F63.42C4.95368125A2F8.html.

共引文献965

同被引文献18

引证文献2

二级引证文献4

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部