Distributionally robust optimization for the power allocation of AC/DC parallel transmission channels
Author:
Affiliation:

(1.Maintenance and Test Center of EHV Power Transmission Company, China Southern Power Grid, Guangzhou 510405, China;2.School of Electric Power, South China University of Technology, Guangzhou 510640, China)

Clc Number:

TM734

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    Considering the uncertainty of renewable energy station output, a two?stage optimization model for AC/DC parallel transmission channel power distribution of a power system with a high proportion of renewable energy is established based on the distributionally robust optimization (DRO) method. The objective function of the first stage is to minimize the sum of active power loss costs of all transmission lines in the forecast scenario. The objective function of the second stage is to minimize the expected adjustment cost of directly dispatching generators and DC transmission lines power under the worst?case probability distribution (PD). When constructing the ambiguity set of PDs, Hellinger distance is used to measure the distance between real PD and reference PD, and the Markov chain is used to describe the time correlation of renewable energy station output. The column and constraint generation algorithm is used to solve the two?stage DRO model to obtain the day?ahead power transmission schedules of AC/DC parallel transmission channels. Finally, with the case study on an actual Hybrid AC/DC power grid and the computational results demonstrate the correctness and effectiveness of the proposed model and algorithm.

    Reference
    Related
    Cited by
Get Citation

何 森,刘 洁,王 奇,周震震,常 安,肖耀辉,梁炜焜,林舜江,董 萍.交直流并联输电通道功率分配的分布鲁棒优化[J].电力科学与技术学报英文版,2023,38(6):225-236. HE Sen, LIU Jie, WANG Qi, ZHOU Zhenzhen, CHANG An, XIAO Yaohui, LIANG Weikun, LIN Shunjiang, DONG Ping. Distributionally robust optimization for the power allocation of AC/DC parallel transmission channels[J]. Journal of Electric Power Science and Technology,2023,38(6):225-236.

Copy
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:
  • Revised:
  • Adopted:
  • Online: January 30,2024
  • Published: