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Interval economic dispatch model with uncertain wind power injection and spatial branch and bound method

  • Tao Ding
  • , Qinglai Guo
  • , Rui Bo
  • , Liping Zhang
  • , Hongbin Sun
  • , Wenchuan Wu
  • , Boming Zhang
  • Tsinghua University
  • Midwest ISO

Research output: Contribution to journalArticlepeer-review

46 Scopus citations

Abstract

Power injection becomes stochastic due to large-scale wind power integration into power grid, which greatly challenges the traditional power grid. If the uncertainty is modelled using the interval number, the solution of economic dispatch model can also be represented as an interval number. To achieve the precise upper and lower bound, two deterministic programming models were deduced: the optimistic solution can be obtained by an optimistic model using linear programming, whereas the pessimistic solution achieved by a pessimistic model is an NP-hard problem, which can be transformed into a bilinear programming by duality theory. Then a linear relaxation technology, spatial branch and bound method were used to obtain the global pessimistic solution. Therefore, the interval bound information can provide the operator with institutive bound information for the future security assessment. Finally, a test system with 15 generators and 300 nodes was studied at different time scales. The result, compared with interior point method and enumeration, shows the effectiveness of proposed method.

Original languageEnglish
Pages (from-to)3707-3714
Number of pages8
JournalZhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
Volume34
Issue number22
DOIs
StatePublished - 5 Aug 2014
Externally publishedYes

Keywords

  • Bilinear programming
  • Duality theory
  • Economic dispatch
  • Interval optimization
  • Linear relaxation technology
  • Spatial branch and bound
  • Wind power

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