A Distributed ADMM Algorithm for Economic Load Dispatch Considering Demand Response

被引：0
|
作者：
Wan, Yanni [1 ]
Li, Man [1 ]
机构：
[1] Univ Sci & Technol China, Dept Automat, Hefei 230027, Peoples R China
来源：
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019) | 2019年
关键词：
Economic load dispatch; power losses; social welfare maximization; demand response; ADMM; CONSENSUS ALGORITHM; MANAGEMENT;
D O I：
10.1109/ccdc.2019.8832719
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper formulates a dynamic economic load dispatch (ELD) problem while considering the demand response (DR) in smart grid. To solve the novel ELD problem, an equivalent SWMP is presented first, and then a distributed Alternating Direction Method of Multipliers (ADMM) algorithm utilizing the average consensus protocol is proposed. In particular, the impact of the transmission power losses is also discussed. A sufficient condition that can ensure the convergence of the distributed algorithm is derived along with theoretical analysis. The distributed ADMM algorithm maximizes the social welfare and guarantees the instantaneous power balance. Case studies on the IEEE-39 bus system demonstrate the performance of the proposed algorithm.
引用
收藏
页码：44 / 49
页数：6
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