Solution to DC Optimal Power Flow Problems via a Fully-Distributed Accelerated ADMM

• Matsuda Yusuke

  Graduate School of Scienses and Technology for Innovation, Yamaguchi University

• Wakasa Yuji

  Graduate School of Scienses and Technology for Innovation, Yamaguchi University

Bibliographic Information

Other Title

• 完全分散型高速化ADMMによる直流最適潮流問題の解法
• カンゼン ブンサンガタ コウソクカ ADMM ニ ヨル チョクリュウ サイテキ チョウリュウ モンダイ ノ カイホウ

Abstract

An accelerated alternating direction method of multipliers (ADMM) has been proposed as an effective method for solving DC optimal power flow (DC-OPF) problems. However, the accelerated ADMM partially needs centralized calculation to accelerate a distributed ADMM algorithm, and therefore, loses some advantages of distributed algorithms such as high reliability against failure. To cope with this difficulty, this paper proposes a fully-distributed accelerated ADMM by combining the so-called push-sum algorithm, and illustrates its effectiveness through simulation results of DC-OPF problems.

Journal

• IEEJ Transactions on Electronics, Information and Systems

  IEEJ Transactions on Electronics, Information and Systems 139 (6), 725-731, 2019-06-01

  The Institute of Electrical Engineers of Japan

Keywords

• distributed optimization
• ADMM
• DC optimal power flow

Details

• CRID: 1390001288143056000
• NII Article ID: 130007657662
• NII Book ID: AN10065950
• DOI: 10.1541/ieejeiss.139.725
• ISSN: 13488155
• ISSN: 03854221
• NDL BIB ID: 029781408
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I029781408
• Web Site: https://www.jstage.jst.go.jp/article/ieejeiss/139/6/139_725/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed