Conservation voltage reduction case study

Adel El-Shahat, Rami J. Haddad, Rocio Alba-Flores, Fernando Rios, Zan Helton

Research output: Contribution to journalArticlepeer-review

29 Scopus citations

Abstract

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's power system and Georgia Transmission Corporation facilities. The utility'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' needs. The principle of operation, concepts of modeling, and substation CVR management are illustrated. The CVR methodology including utility circuit, smart meters' data, management, savings, and analysis is presented. Then, experimental CVR scenarios, smart meters' 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 % w.r.t the real-data. Finally, a SCADA system operation is discussed along with the potential future improvements and research directions.

Original languageEnglish
Article number9040616
Pages (from-to)55383-55397
Number of pages15
JournalIEEE Access
Volume8
DOIs
StatePublished - 2020

Scopus Subject Areas

  • General Computer Science
  • General Materials Science
  • General Engineering
  • Electrical and Electronic Engineering

Keywords

  • and voltage regulators controllability
  • ANSI standards
  • Conservation voltage reduction
  • consumer's meter
  • distribution circuit
  • dynamic load model
  • peak wattage consumption
  • predictive model
  • simulations

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