A model based estimation for smart meter missing readings

Daisuke Kodaira; Sekyung Han

doi:10.1109/PESGM.2017.8273826

A model based estimation for smart meter missing readings

Daisuke Kodaira
, Sekyung Han

Department of Electrical Engineering

Kyungpook National University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Smart meters often fail to measure or transmit energy consumption data, called meter readings, owing to faulty measuring equipment or unreliable communication modules. Existing studies do not address successive and non-periodical missing meter readings. In this paper, missing readings observed at a node are estimated using circuit theory principles, leveraging voltage and current data from adjacent nodes. In a case study, the proposed method successfully estimated the missing readings over a whole day with outages and unpredictable perturbations.

Original language	English
Title of host publication	2017 IEEE Power and Energy Society General Meeting, PESGM 2017
Publisher	IEEE Computer Society
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781538622124
DOIs	https://doi.org/10.1109/PESGM.2017.8273826
State	Published - 29 Jan 2018
Event	2017 IEEE Power and Energy Society General Meeting, PESGM 2017 - Chicago, United States Duration: 16 Jul 2017 → 20 Jul 2017

Publication series

Name	IEEE Power and Energy Society General Meeting
Volume	2018-January
ISSN (Print)	1944-9925
ISSN (Electronic)	1944-9933

Conference

Conference	2017 IEEE Power and Energy Society General Meeting, PESGM 2017
Country/Territory	United States
City	Chicago
Period	16/07/17 → 20/07/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Advanced metering infrastructure
Missing readings
Secondary distribution networks
Smart meters

Access to Document

10.1109/PESGM.2017.8273826

Cite this

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title = "A model based estimation for smart meter missing readings",

abstract = "Smart meters often fail to measure or transmit energy consumption data, called meter readings, owing to faulty measuring equipment or unreliable communication modules. Existing studies do not address successive and non-periodical missing meter readings. In this paper, missing readings observed at a node are estimated using circuit theory principles, leveraging voltage and current data from adjacent nodes. In a case study, the proposed method successfully estimated the missing readings over a whole day with outages and unpredictable perturbations.",

keywords = "Advanced metering infrastructure, Missing readings, Secondary distribution networks, Smart meters",

author = "Daisuke Kodaira and Sekyung Han",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 IEEE Power and Energy Society General Meeting, PESGM 2017 ; Conference date: 16-07-2017 Through 20-07-2017",

year = "2018",

month = jan,

day = "29",

doi = "10.1109/PESGM.2017.8273826",

language = "English",

series = "IEEE Power and Energy Society General Meeting",

publisher = "IEEE Computer Society",

pages = "1--5",

booktitle = "2017 IEEE Power and Energy Society General Meeting, PESGM 2017",

address = "United States",

}

Kodaira, D & Han, S 2018, A model based estimation for smart meter missing readings. in 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Power and Energy Society General Meeting, vol. 2018-January, IEEE Computer Society, pp. 1-5, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017, Chicago, United States, 16/07/17. https://doi.org/10.1109/PESGM.2017.8273826

TY - GEN

T1 - A model based estimation for smart meter missing readings

AU - Kodaira, Daisuke

AU - Han, Sekyung

PY - 2018/1/29

Y1 - 2018/1/29

N2 - Smart meters often fail to measure or transmit energy consumption data, called meter readings, owing to faulty measuring equipment or unreliable communication modules. Existing studies do not address successive and non-periodical missing meter readings. In this paper, missing readings observed at a node are estimated using circuit theory principles, leveraging voltage and current data from adjacent nodes. In a case study, the proposed method successfully estimated the missing readings over a whole day with outages and unpredictable perturbations.

AB - Smart meters often fail to measure or transmit energy consumption data, called meter readings, owing to faulty measuring equipment or unreliable communication modules. Existing studies do not address successive and non-periodical missing meter readings. In this paper, missing readings observed at a node are estimated using circuit theory principles, leveraging voltage and current data from adjacent nodes. In a case study, the proposed method successfully estimated the missing readings over a whole day with outages and unpredictable perturbations.

KW - Advanced metering infrastructure

KW - Missing readings

KW - Secondary distribution networks

KW - Smart meters

UR - https://www.scopus.com/pages/publications/85046375488

U2 - 10.1109/PESGM.2017.8273826

DO - 10.1109/PESGM.2017.8273826

M3 - Conference contribution

AN - SCOPUS:85046375488

T3 - IEEE Power and Energy Society General Meeting

SP - 1

EP - 5

BT - 2017 IEEE Power and Energy Society General Meeting, PESGM 2017

PB - IEEE Computer Society

T2 - 2017 IEEE Power and Energy Society General Meeting, PESGM 2017

Y2 - 16 July 2017 through 20 July 2017

ER -

A model based estimation for smart meter missing readings

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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