Measurement Error Estimation for Distributed Smart Meters Through a Modified BP Neural Network

Measurement Error Estimation for Distributed Smart Meters Through a Modified BP Neural Network

Smart meters generally suffer degradation of metering accuracy and performance due to aging, faults, and other factors, which, however, are difficult to detect. This study proposes a measurement error estimation method for distributed smart meters based on a modified BP neural network. First, the re...

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Bibliographic Details
Main Authors: Tian Xia, Cencen Liu, Ming Lei, Shuibin Xia, Ding Li, Dongyue Ming
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Energy Research
Subjects:
modified BP neural network
smart meters
measurement error
activation function*
linear model
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.928681/full

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