Detection for Non-Technical Loss by Smart Energy Theft with Intermediate Monitor Meter in Smart Grid

  • Jin Young Kim
  • , Yu Min Hwang
  • , Young Ghyu Sun
  • , Isaac Sim
  • , Dong In Kim
  • , Xianbin Wang

Research output: Contribution to journalArticlepeer-review

63 Scopus citations

Abstract

In this paper, to detect non-technical loss (NTL) of meter manipulating/malfunctioning and bypassing at the same time, we propose the intermediate monitor meter (IMM)-based power distribution network model with the concept of unit networks (UNs) dividing the network into smallest and independent networks to analyze the power flow in detail and effectively detect the NTL. We then propose an NTL detection algorithm to solve linear system of equations (LSE) constructed by energy balance analysis with IMMs and the collector, and describe the hardware architecture of IMMs. Simulation results show that the proposed NTL detection algorithm successively detects the honesty of energy consumers as well as the energy loss from bypassing. Furthermore, it is observed the proposed detection framework is time-efficient and detection accuracy is at least 95% when variability of meter reading value is 80%.

Original languageEnglish
Article number8832141
Pages (from-to)129043-129053
Number of pages11
JournalIEEE Access
Volume7
DOIs
StatePublished - 2019

Keywords

  • bypassing
  • energy balance analysis
  • energy theft
  • intermediate monitor meter
  • non-technical loss detection
  • Smart grid
  • unit network

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