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Robust coordinated transmission and generation expansion planning considering ramping requirements and construction periods

  • Jia Li
  • , Zuyi Li
  • , Feng Liu
  • , Hongxing Ye
  • , Xuemin Zhang
  • , Shengwei Mei
  • , Naichao Chang
  • Tsinghua University
  • Illinois Institute of Technology
  • Cleveland State University
  • State Grids Corporation of China

科研成果: 期刊稿件文章同行评审

118 引用 (Scopus)

摘要

Two critical issues have arisen in transmission expansion planning with the rapid growth of wind power generation. First, severe power ramping events in daily operation due to the high variability of wind power generation pose great challenges to multi-year planning decision making. Second, the long construction periods of transmission lines may not be able to keep pace with the fast growing uncertainty due to the increasing integration of wind power generation. To address such issues, we propose a comprehensive robust planning model considering different resources, namely, transmission lines, generators, and FACTS devices. Various factors are taken into account, including flexibility requirements, construction period, and cost. We construct the hourly net load ramping uncertainty (HLRU) set to characterize the variation of hourly net load including wind power generation, and the annual net load duration curve uncertainty (LDCU) set for the uncertainty of normal annual net load duration curve. This results in a two-stage robust optimization model with two different types of uncertainty sets, which are decoupled into two different sets of subproblems to make the entire solution process tractable. Numerical simulations with real-world data showthat the proposed model and solution method are effective in coordinating different flexible resources and rendering robust expansion planning strategies.

源语言英语
期刊论文编号2687318
页(从-至)268-280
页数13
期刊IEEE Transactions on Power Systems
33
1
DOI
出版状态已出版 - 1月 2018
已对外发布

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