Demand response collaborative management by a distributed alternating direction method of multipliers

Dinh Hoa Nguyen, Tatsuo Narikiyo, Michihiro Kawanishi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

3 被引用数 (Scopus)

抄録

This paper presents a new approach to obtain an optimal energy management in Smart Grids from both generation and demand sides where generation and demand units collaborate with others in a distributed manner to simultaneously obtain their optimal powers that maximize the total welfare in the grid. The proposed approach is developed based on an optimization method called Alternating Direction Method of Multipliers (ADMM). The significant differences with existing methods such as gradient-based ones are that the power balance constraint is always satisfied during the running of proposed algorithm and the convergence speed is faster. Furthermore, the ADMM is very suitable for distributed implementation, which facilitates its applications in Smart Grids. A simulation on the benchmark IEEE 39-bus system is introduced to illustrate the effectiveness of the proposed approach.

本文言語英語
ホスト出版物のタイトル2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
出版社IEEE Computer Society
ページ759-764
ページ数6
ISBN(電子版)9781509043033
DOI
出版ステータス出版済み - 12 22 2016
外部発表はい
イベント2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 - Melbourne, オーストラリア
継続期間: 11 28 201612 1 2016

出版物シリーズ

名前IEEE PES Innovative Smart Grid Technologies Conference Europe

その他

その他2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
Countryオーストラリア
CityMelbourne
Period11/28/1612/1/16

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

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