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Distributed Inter-Regional Dispatching Method Based on Alternating Direction Method of Multipliers

  • Qain Ma
  • , Liang Zhang
  • , Xiuli Wang
  • , Ziqiang Wang
  • , He Huang
  • , Peng Li
  • China Southern Power Grid
  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Aiming at the coordinated optimal dispatching problem of interconnected power system, a distributed interregional economic dispatching method based on alternating direction method of multipliers (ADMM) is proposed. Firstly, considering the constraints such as the upper and lower limits of units' output, ramping rate and reserve within the regions and the power transaction plan of tie line, a centralized dispatching model of inter-regional interconnected power system is established. Then, the centralized model is reconstructed based on ADMM to establish a distributed dispatching model with sub regions as the basic units. Only the information of tie-line power is exchanged among regions, and there is no need to deliver the units' and load's information within regions, which effectively protects the privacy data. In order to cope with the uncertainty of load and renewable energy, the method of conditional value at risk (CVaR) is adopted to control the fluctuation of cost. Finally, the proposed method is applied to improved IEEE-118 bus system for simulation, and the results verify the effectiveness of the proposed method.

源语言英语
主期刊名Proceedings - 2022 IEEE Sustainable Power and Energy Conference, iSPEC 2022
编辑Ehsan Pashajavid, Dowon Kim, Sumedha Rajakaruna, Ahmed Abu-Siada
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781665485227
DOI
出版状态已出版 - 2022
活动4th IEEE Sustainable Power and Energy Conference, iSPEC 2022 - Virtual, Online, 澳大利亚
期限: 4 12月 20227 12月 2022

出版系列

姓名Proceedings - 2022 IEEE Sustainable Power and Energy Conference, iSPEC 2022

会议

会议4th IEEE Sustainable Power and Energy Conference, iSPEC 2022
国家/地区澳大利亚
Virtual, Online
时期4/12/227/12/22

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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