• DocumentCode
    2634813
  • Title

    A distributed method for state estimation and false data detection in power networks

  • Author

    Pasqualetti, Fabio ; Carli, Ruggero ; Bullo, Francesco

  • Author_Institution
    Center for Control, Dynamical Syst. & Comput., Univ. of California, Santa Barbara, CA, USA
  • fYear
    2011
  • fDate
    17-20 Oct. 2011
  • Firstpage
    469
  • Lastpage
    474
  • Abstract
    This work presents a distributed method for control centers to monitor the operating condition of a power network. Specifically we consider (static) state estimation problems, in which the state vector consists of the voltage magnitude and angle at all network buses. We consider the state to be linearly related to network measurements, which include power flows, current injections, and voltages phasors at some buses. We admit the presence of several cooperating control centers, and we design two distributed methods for them to compute the minimum variance estimate of the state given the network measurements. The two distributed methods rely on different modes of cooperation among control centers: in the first method an incremental mode of cooperation is assumed, whereas, in the second method, a diffusive interaction is implemented. These estimation methods, which are proved to converge in finite time, are further exploited to develop a distributed algorithm to detect corrupted data among network measurements.
  • Keywords
    distributed control; load flow; power engineering computing; power system control; power system state estimation; security of data; control centers; current injections; diffusive interaction; distributed method; false data detection; minimum variance estimate; network buses; network measurements; power flows; power networks; power system state estimation; state vector; voltage magnitude; Equations; Monitoring; Power measurement; State estimation; Transmission line measurements; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Smart Grid Communications (SmartGridComm), 2011 IEEE International Conference on
  • Conference_Location
    Brussels
  • Print_ISBN
    978-1-4577-1704-8
  • Electronic_ISBN
    978-1-4577-1702-4
  • Type

    conf

  • DOI
    10.1109/SmartGridComm.2011.6102368
  • Filename
    6102368