The Application of Advanced Data Analytics to Smart Meter Data

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CIRED 2019 - 99.pdf (580.72 KB)

Paper number

99

Working Group Number

Conference name

CIRED 2019

Conference date

3-6 June 2019

Conference location

Madrid, Spain

Peer-reviewed

Yes

Short title

Convener

Authors

Wong, Peter Kai Cheung, Jemena, Australia
Spence, Steven, Jemena, Australia
Zhong, Jiangxia, Jemena, Australia

Abstract

This paper focuses on the development of advanced data analytics algorithms using 5-minute snapshots of current and voltage data available from smart meters, in particular the detection of high resistance connections between the supply substation and the customer’s premises. When results of the algorithm are superimposed on the topology of the supply network as captured in the Geographical Information System (GIS), locations of such high resistance connections can be visualized and the impending defects proactively managed.

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Keywords

Publisher

AIM

Date

2019-06-03

Published in

CIRED 2019 Conference

Permanent link to this record

https://cired-repository.org/handle/20.500.12455/338
http://dx.doi.org/10.34890/569

ISSN

2032-9644

ISBN

978-2-9602415-0-1