Load-Level Control Design for Demand Dispatch With Heterogeneous Flexible Loads

被引:3
|
作者
Mathias, Joel [1 ]
Busic, Ana [2 ,3 ]
Meyn, Sean [4 ]
机构
[1] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85281 USA
[2] INRIA, F-75012 Paris, France
[3] ENS, Dept Informat, F-75012 Paris, France
[4] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA
基金
美国国家科学基金会;
关键词
Load modeling; Statistics; Sociology; Aggregates; Transfer functions; Quality of service; Mathematical models; Controlled Markov processes; demand dispatch; load frequency control; smart grids; STATE ESTIMATION; SERVICE;
D O I
10.1109/TCST.2023.3245287
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Over the past decade, there has been significant progress on the science of load control for the creation of virtual energy storage. This is an alternative to demand response, and it is termed demand dispatch. Distributed control is used to manage millions of flexible loads to modify the power consumption of the aggregation, which can be ramped up and down, just like discharging and charging a battery. A challenge with distributed control is heterogeneity of the population of loads, which complicates control at the aggregate level. It is shown in this article that additional control at each load in the population can result in a far aggregate model. The local control is designed to flatten resonances and produce approximately all-pass response. Analysis is based on mean-field control for the heterogeneous population; the mean-field model is only justified because of the additional local control introduced in this article. Theory and simulations indicate that the resulting input-output dynamics of the aggregate has a nearly flat input-output response: the behavior of an ideal, multi-GW battery system.
引用
收藏
页码:1830 / 1843
页数:14
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