Title :
Parameter identification of unknown radial grids for theft detection
Author :
Weckx, Sam ; Gonzalez, Christopher ; Tant, Jeroen ; De Rybel, Tom ; Driesen, Johan
Author_Institution :
Dept. of Electr. Eng., KU Leuven, Leuven, Belgium
Abstract :
This paper proposes an algorithm to detect the stealing of electricity by illegal connections in smart grids with unknown or uncertain cable lengths. Many new applications in the rising smart grid context will require information of the grid topology. We show that with measurement data of smart meters, the grid can be identified, as well as the phase of connection. One of the applications requiring grid information is the detection of electricity theft by double feeding. Electricity theft is a problem faced by all power utilities. Financial impacts are a reduced income for the system operator and the necessity to charge more to other customers. Stealing of electricity by double feeding can not be detected by the smart meter or by analysing the load profiles. Therefore it is suggested in this paper to use measurements of smart meters to identify the grid parameters and detect irregularities of specific customers.
Keywords :
metering; parameter estimation; power system security; smart power grids; double feeding; electricity theft detection; grid parameters; grid topology; illegal connections; load profiles; parameter identification; smart grid context; system operator; theft detection; unknown radial grids; Electricity; Load modeling; Power cables; Power measurement; Smart grids; Time measurement; Voltage measurement; Smart metering; grid parameter identification; theft detection;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-2595-0
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2012.6465644