Scheduling of Electric Power Loads via Distributed Optimization Based on a Primal-Dual Perturbation Method

• Wakasa Yuji

  Graduate School of Science and Engineering, Yamaguchi University

• Nakaya Sosuke

  Graduate School of Science and Engineering, Yamaguchi University

Bibliographic Information

Other Title

• 主双対摂動法に基づく分散最適化による電力負荷スケジューリング
• シュ ソウツイセツドウホウ ニ モトズク ブンサン サイテキ カ ニ ヨル デンリョク フカ スケジューリング

Abstract

Motivated by power balancing and scheduling in energy management systems, a variety of distributed optimization algorithms have been investigated recently. This paper formulates a scheduling problem of not only electric appliances with fixed load profiles but also those without, and presents a distributed optimization method based on an average consensus algorithm and a primal-dual perturbation method. Moreover, this paper provides a scheduling framework to consider request changes of appliance operations by introducing a model predictive control scheme. The effectiveness of the proposed method is verified through simulation results.

Journal

• Transactions of the Institute of Systems, Control and Information Engineers

  Transactions of the Institute of Systems, Control and Information Engineers 29 (6), 250-257, 2016

  THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)

Keywords

• load scheduling,
• distributed algorithm
• primaldual perturbation method
• average consensus algorithm

Details

• CRID: 1390001205168301184
• NII Article ID: 130005414947
• NII Article ID: 40020851765
• NII Book ID: AN1013280X
• DOI: 10.5687/iscie.29.250
• ISSN: 2185811X
• ISSN: 13425668
• NDL BIB ID: 027422982
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I027422982
• Web Site: https://www.jstage.jst.go.jp/article/iscie/29/6/29_250/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed