Conservation Voltage Reduction Case Study

被引:22
|
作者
El-Shahat, Adel [1 ]
Haddad, Rami J. [1 ]
Alba-Flores, Rocio [1 ]
Rios, Fernando [1 ]
Helton, Zan [2 ]
机构
[1] Georgia Southern Univ, Dept Elect & Comp Engn, Statesboro, GA 30458 USA
[2] Georgia Transmiss Co, Washington EMCs Power, Tucker, GA 30084 USA
关键词
Conservation voltage reduction; ANSI standards; consumer's meter; distribution circuit; dynamic load model; peak wattage consumption; predictive model; simulations; and voltage regulators controllability;
D O I
10.1109/ACCESS.2020.2981694
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A Conservation Voltage Reduction (CVR) is an efficient method to manage the load demand in distribution power systems. This paper proposes the utilization of the CVR method on Washington EMC & x2019;s power system and Georgia Transmission Corporation facilities. The utility & x2019;s peak power consumption is reduced to determine the figures of wattage and money saved. The CVR technique is implemented within the ANSI standards and with an efficient CVR, factor to maintain the efficient performance of the system and satisfy the consumers & x2019; needs. The principle of operation, concepts of modeling, and substation CVR management are illustrated. The CVR methodology including utility circuit, smart meters & x2019; data, management, savings, and analysis is presented. Then, experimental CVR scenarios, smart meters & x2019; experimental CVR data, CVR steady-state analysis and experimental CVR management using SCADA are investigated and analyzed. After that, a CVR dynamic prediction model is established using the Neural Network (NN) and validated by means of comparisons with actual data and the Gaussian model. Power saving, power demand, yearly money-saving real data from EMC utility, and real temperature data from NOAA is used to create the CVR dynamic model with a minimum average error percentage of 0.22 & x0025; w.r.t the real-data. Finally, a SCADA system operation is discussed along with the potential future improvements and research directions.
引用
收藏
页码:55383 / 55397
页数:15
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