• DocumentCode
    3693014
  • Title

    An observability based monitoring scheme for voltage stability margin: A practical system case study

  • Author

    Mehdi Ghazavi Dozein;Javad Ansari;Mehran Soleymanifar;Leila Zafari

  • Author_Institution
    Niroo Research Institute (NRI), Tehran, Iran
  • fYear
    2015
  • fDate
    4/1/2015 12:00:00 AM
  • Firstpage
    42
  • Lastpage
    47
  • Abstract
    This paper presents a practical approach for voltage stability margin (VSM) monitoring in a pilot project, in which two related steps are considered. Through the planning stage of a practical project, it is necessary to make the grid observable to actualize the VSM monitoring during the operation. So, an observability based VSM monitoring scheme is proposed in this work. Firstly, using observability analysis and state estimation requirement, optimal location of metering devices is determined for the Hormoz distribution grid as a practical system case study. Secondly, using the information sent by metering devices, the VSM monitoring is evaluated using artificial neural network (ANN) application during the operation. To assess the performance of the proposed method, it is compared with a case, in which metering infrastructures are connected to the whole of buses. For further simulation, input data combinations of the ANN application are varied throughout two different scenarios.
  • Keywords
    "Voltage measurement","Monitoring","Artificial neural networks","Stability analysis","Estimation","Capacitors","Performance evaluation"
  • Publisher
    ieee
  • Conference_Titel
    Electrical Power Distribution Networks Conference (EPDC), 2015 20th Conference on
  • Type

    conf

  • DOI
    10.1109/EPDC.2015.7330471
  • Filename
    7330471