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A Survey on State Estimation Techniques and Challenges in Smart Distribution Systems

IEEE Transactions on Smart Grid · 2018 · Vol. 10(2) · pp. 2312–2322
Kaveh DehghanpourZhaoyu WangJianhui WangYuxuan YuanFankun Bu

Abstract

This paper presents a review of the literature on state estimation (SE) in power systems. While covering works related to SE in transmission systems, the main focus of this paper is distribution system SE (DSSE). The critical topics of DSSE, including mathematical problem formulation, application of pseudo-measurements, metering instrument placement, network topology issues, impacts of renewable penetration, and cyber-security are discussed. Both conventional and modern datadriven and probabilistic techniques have been reviewed. This paper can provide researchers and utility engineers with insights into the technical achievements, barriers, and future research directions of DSSE.

Power System Optimization and StabilitySmart Grid Security and ResilienceOptimal Power Flow DistributionMetering modeElectric power systemComputer scienceProbabilistic logicSmart gridNetwork topologyEstimationState (computer science)Power transmissionEngineering

Funding

  • U.S. Department of Energy
  • Office of Electricity
  • Argonne National Laboratory
Citations
451
FWCI
23.61
field-weighted impact
References
124
Percentile
100%
vs. same field & year
Citations per year
References
Coordinated Energy Management of Networked Microgrids in Distribution Systems
IEEE Transactions on Smart Grid · 2014 · 573 citations
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
IEEE Transactions on Smart Grid · 2018 · 1,252 citations
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