A Distributed Algorithm for Demand Response With Mixed-Integer Variables

被引：14
|
作者：
Mhanna, Sleiman [1 ]
Chapman, Archie C. [1 ]
Verbic, Gregor [1 ]
机构：
[1] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
来源：
IEEE TRANSACTIONS ON SMART GRID | 2016年 / 7卷 / 03期
关键词：
Dual decomposition; accelerated gradient methods; demand response; smoothing technique; mixed-integer variables;
D O I：
10.1109/TSG.2016.2522923
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This letter presents a distributed algorithm for aggregating a large number of households with mixed-integer variables and intricate couplings between devices. The proposed distributed gradient algorithm is applied to the double smoothed dual function of the adopted demand response model. Numerical results show that, with minimal parameter adjustments, the convergence of the dual objective exhibits a very similar behavior irrespective system size.
引用
收藏
页码：1754 / 1755
页数：2
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