TY - GEN
T1 - Demand response collaborative management by a distributed alternating direction method of multipliers
AU - Nguyen, Dinh Hoa
AU - Narikiyo, Tatsuo
AU - Kawanishi, Michihiro
N1 - Publisher Copyright:
© 2016 IEEE.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2016/12/22
Y1 - 2016/12/22
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85010042338&partnerID=8YFLogxK
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U2 - 10.1109/ISGT-Asia.2016.7796480
DO - 10.1109/ISGT-Asia.2016.7796480
M3 - Conference contribution
AN - SCOPUS:85010042338
T3 - IEEE PES Innovative Smart Grid Technologies Conference Europe
SP - 759
EP - 764
BT - 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
PB - IEEE Computer Society
T2 - 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
Y2 - 28 November 2016 through 1 December 2016
ER -
