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

Dinh Hoa Nguyen, Tatsuo Narikiyo, Michihiro Kawanishi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publication2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
PublisherIEEE Computer Society
Pages759-764
Number of pages6
ISBN (Electronic)9781509043033
DOIs
Publication statusPublished - Dec 22 2016
Event2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 - Melbourne, Australia
Duration: Nov 28 2016Dec 1 2016

Publication series

NameIEEE PES Innovative Smart Grid Technologies Conference Europe

Other

Other2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
CountryAustralia
CityMelbourne
Period11/28/1612/1/16

Fingerprint

Energy management

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Cite this

Nguyen, D. H., Narikiyo, T., & Kawanishi, M. (2016). Demand response collaborative management by a distributed alternating direction method of multipliers. In 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 (pp. 759-764). [7796480] (IEEE PES Innovative Smart Grid Technologies Conference Europe). IEEE Computer Society. https://doi.org/10.1109/ISGT-Asia.2016.7796480

Demand response collaborative management by a distributed alternating direction method of multipliers. / Nguyen, Dinh Hoa; Narikiyo, Tatsuo; Kawanishi, Michihiro.

2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016. IEEE Computer Society, 2016. p. 759-764 7796480 (IEEE PES Innovative Smart Grid Technologies Conference Europe).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nguyen, DH, Narikiyo, T & Kawanishi, M 2016, Demand response collaborative management by a distributed alternating direction method of multipliers. in 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016., 7796480, IEEE PES Innovative Smart Grid Technologies Conference Europe, IEEE Computer Society, pp. 759-764, 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016, Melbourne, Australia, 11/28/16. https://doi.org/10.1109/ISGT-Asia.2016.7796480
Nguyen DH, Narikiyo T, Kawanishi M. Demand response collaborative management by a distributed alternating direction method of multipliers. In 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016. IEEE Computer Society. 2016. p. 759-764. 7796480. (IEEE PES Innovative Smart Grid Technologies Conference Europe). https://doi.org/10.1109/ISGT-Asia.2016.7796480
Nguyen, Dinh Hoa ; Narikiyo, Tatsuo ; Kawanishi, Michihiro. / Demand response collaborative management by a distributed alternating direction method of multipliers. 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016. IEEE Computer Society, 2016. pp. 759-764 (IEEE PES Innovative Smart Grid Technologies Conference Europe).
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