TY - GEN
T1 - A model based estimation for smart meter missing readings
AU - Kodaira, Daisuke
AU - Han, Sekyung
N1 - Publisher Copyright:
© 2017 IEEE.
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 - http://www.scopus.com/inward/record.url?scp=85046375488&partnerID=8YFLogxK
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 -