DocumentCode
648215
Title
Distribution network topology error correction using smart meter data analytics
Author
Wenpeng Luan ; Peng, Junbiao ; Maras, Mirjana ; Lo, Julia
Author_Institution
Smart Metering Program, BC Hydro, Burnaby, BC, Canada
fYear
2013
fDate
21-25 July 2013
Firstpage
1
Lastpage
5
Abstract
This paper introduces an algorithm which was developed within BC Hydro with the purpose of detecting and correcting topology errors in existing GIS records of the distribution system. Starting with the distribution network topology information available in enterprise GIS, the proposed analytic approach uses smart meter data to detect wrongly connected customers in a transformer neighborhood based on the correlation factors and relative magnitude levels of hourly voltage profiles. Once a wrongly connected customer is identified, further analysis on correlation factors and relative voltage levels is done to correctly reposition this customer within the distribution network topology tree. Testing in a practical BC Hydro distribution system has achieved very encouraging results.
Keywords
correlation methods; data analysis; distribution networks; geographic information systems; power engineering computing; smart meters; BC hydro distribution system; GIS records; correlation factors; distribution network topology tree; enterprise geographical information system; hourly voltage profiles; relative magnitude levels; smart meter data analytics; topology error correction; topology error detection; transformer neighborhood; Algorithm design and analysis; Correlation; Couplings; Geographic information systems; Network topology; Topology; Wires; Advanced Metering Infrastructure (AMI); Data Analytics; Distribution Network Topology; Smart Meters;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location
Vancouver, BC
ISSN
1944-9925
Type
conf
DOI
10.1109/PESMG.2013.6672786
Filename
6672786
Link To Document