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Interval arithmetic based optimal curtailment for infeasible SCED considering wind power uncertainties

  • Tao Ding
  • , Can Huang
  • , Rui Bo
  • , Runxin Li
  • , Zhigang Yang
  • , Fangxing Li
  • , Hongbin Sun
  • Tsinghua University
  • University of Tennessee
  • Midcontinent Independent Transmission System Operator (MISO)
  • State Grid Jibei Electric Power Company Ltd.

科研成果: 书/报告/会议事项章节会议稿件同行评审

13 引用 (Scopus)

摘要

Security constrained economic dispatch (SCED) is an important tool for ISOs/RTOs to achieve economic power system operation in day-ahead and real-time markets. However, the wind generation uncertainty varying within a large range may make the SCED model unsolvable under certain scenarios. Thus, curtailment is utilized in this work to avoid the infeasibility in the presence of wind power uncertainty. It is found that the uncertainty set is affected by the curtailment restriction which is modeled as an interval number. By the use of interval arithmetic and big M approach, we construct a mixed integer linear programming (MILP) with the objective of minimizing the total curtailment costs, while guaranteeing the SCED to be feasible when wind power varies within its uncertainty set. Numerical results from a 118-bus test system over 24 time periods verify the effectiveness of this proposed method.

源语言英语
主期刊名2015 IEEE Power and Energy Society General Meeting, PESGM 2015
出版商IEEE Computer Society
ISBN(电子版)9781467380409
DOI
出版状态已出版 - 30 9月 2015
已对外发布
活动IEEE Power and Energy Society General Meeting, PESGM 2015 - Denver, 美国
期限: 26 7月 201530 7月 2015

出版系列

姓名IEEE Power and Energy Society General Meeting
2015-September
ISSN(印刷版)1944-9925
ISSN(电子版)1944-9933

会议

会议IEEE Power and Energy Society General Meeting, PESGM 2015
国家/地区美国
Denver
时期26/07/1530/07/15

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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