Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems

被引:9
|
作者
Almassalkhi, Mads [1 ]
Brahma, Sarnaduti [1 ]
Nazir, Nawaf [1 ]
Ossareh, Hamid [1 ]
Racherla, Pavan [1 ]
Kundu, Soumya [2 ]
Nandanoori, Sai Pushpak [2 ]
Ramachandran, Thiagarajan [2 ]
Singhal, Ankit [2 ]
Gayme, Dennice [3 ]
Ji, Chengda [3 ]
Mallada, Enrique [3 ]
Shen, Yue [3 ]
You, Pengcheng [3 ]
Anand, Dhananjay [4 ]
机构
[1] Univ Vermont, Dept Elect & Biomed Engn, Burlington, VT 05405 USA
[2] Pacific Northwest Natl Lab, Elect Infrastruct & Bldg Div, Richland, WA 99352 USA
[3] Johns Hopkins Univ, Whiting Sch Engn, Baltimore, MD 21218 USA
[4] NIST, Smart Grid Program, Gaithersburg, MD 20899 USA
关键词
distributed energy resources; smart loads; flexibility; distribution system operator; distribution network; optimal power flow; control; large scale; solar energy; POWER; DISPATCH; MODELS;
D O I
10.3390/en13236399
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Renewable portfolio standards are targeting high levels of variable solar photovoltaics (PV) in electric distribution systems, which makes reliability more challenging to maintain for distribution system operators (DSOs). Distributed energy resources (DERs), including smart, connected appliances and PV inverters, represent responsive grid resources that can provide flexibility to support the DSO in actively managing their networks to facilitate reliability under extreme levels of solar PV. This flexibility can also be used to optimize system operations with respect to economic signals from wholesale energy and ancillary service markets. Here, we present a novel hierarchical scheme that actively controls behind-the-meter DERs to reliably manage each unbalanced distribution feeder and exploits the available flexibility to ensure reliable operation and economically optimizes the entire distribution network. Each layer of the scheme employs advanced optimization methods at different timescales to ensure that the system operates within both grid and device limits. The hierarchy is validated in a large-scale realistic simulation based on data from the industry. Simulation results show that coordination of flexibility improves both system reliability and economics, and enables greater penetration of solar PV. Discussion is also provided on the practical viability of the required communications and controls to implement the presented scheme within a large DSO.
引用
收藏
页数:40
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