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Absolute value constraint based method for interval optimization to SCED model

  • Tao Ding
  • , Rui Bo
  • , Wei Gu
  • , Qinglai Guo
  • , Hongbin Sun
  • Tsinghua University
  • Midwest Independent Transmission System Operator
  • Southeast University, Nanjing

科研成果: 期刊稿件文章同行评审

27 引用 (Scopus)

摘要

This letter proposes an absolute value based method to solve the interval linear optimization problem with application to security constrained economic dispatch (SCED). To avoid expensive computation associated with solving combinatorial linear programming (LP) problems for interval upper bound, firstly a bilinear programming model is formulated using duality theory. The equality constraints are then converted to absolute value constraints. Lastly, the absolute value operator is eliminated through introducing two nonnegative slack variables and complementary slackness condition. The resulting new bilinear programming model can be effectively solved by the branch and bound method with linear relaxation technique to obtain the global optimal solution. Numerical results demonstrate the effectiveness of the proposed method in improving solution and computation time.

源语言英语
文章编号6656001
页(从-至)980-981
页数2
期刊IEEE Transactions on Power Systems
29
2
DOI
出版状态已出版 - 3月 2014
已对外发布

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 10 - 减少不平等
    可持续发展目标 10 减少不平等

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