Reference-Tracking Control Policies for Packetized Coordination of Heterogeneous DER Populations

被引:18
作者
Espinosa, L. A. Duffaut [1 ]
Khurram, Adil [1 ]
Almassalkhi, Mads [1 ]
机构
[1] Univ Vermont, Dept Elect & Biomed Engn, Burlington, VT 05405 USA
关键词
Quality of service; Analytical models; Aggregates; Water heating; Statistics; State of charge; Sociology; Demand dispatch; distributed control; distributed energy resources (DERs); packetized energy management (PEM); virtual power plant (VPP); STATE ESTIMATION; DEMAND; SERVICE; LOADS; MODEL; MANAGEMENT; QUALITY;
D O I
10.1109/TCST.2020.3039492
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 manuscript presents design and analysis of a set of reference-tracking control policies for large-scale coordination of distributed energy resources (DERs) and quantifies tracking errors that arise due to heterogeneity in the power ratings for a fleet of DERs. In particular, the relay-based, reference-tracking control strategy that underpins much of packetized energy management (PEM) is augmented to uniquely leverage PEM's energy packet request mechanism to optimize the number of accepted requests and to explicitly consider the quality of service (QoS). In addition, tracking errors from modeling a heterogeneous fleet of packetized DERs with a group of homogeneous macromodels are analytically derived for relevant PEM information scenarios. Finally, simulation-based analysis validates the results and shows that PEM is suitable for providing load balancing and ramping services for the grid.
引用
收藏
页码:2427 / 2443
页数:17
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