• DocumentCode
    1320472
  • Title

    Black Box Modeling of Low-Voltage Circuit Breakers

  • Author

    Balestrero, Andrea ; Ghezzi, Luca ; Popov, Marjan ; Tribulato, Giulio ; Van der Sluis, Lou

  • Author_Institution
    ABB S.p.A., Bergamo, Italy
  • Volume
    25
  • Issue
    4
  • fYear
    2010
  • Firstpage
    2481
  • Lastpage
    2488
  • Abstract
    In this paper, we propose a black box model for low-voltage arcs. This model is based on the classical theory with the addition of a corrective term to better fit the small current phase, which is seen to be crucial in determining arc extinction. The model is physically consistent, accounting for nonequilibrium effects in a cold plasma. A mathematical algorithm is proposed for model parameter identification, solving a constrained optimization problem by suitably coupling gradient moves with heuristic search methods. Black box modeling is applied to industrial circuit breakers and very good agreement between model predictions and experiments is observed.
  • Keywords
    circuit breakers; gradient methods; search problems; black box modeling; cold plasma; constrained optimization problem; coupling gradient; heuristic search methods; industrial circuit breakers; low-voltage arcs; low-voltage circuit breakers; mathematical algorithm; nonequilibrium effects; parameter identification; Algorithm design and analysis; Arc discharges; Least squares methods; Parameter estimation; Search methods; Black box models; Levenberg–Marquardt algorithm; least-square optimization; low-voltage (LV) arcs; nonequilibrium theory; parameter identification; search methods;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2010.2047872
  • Filename
    5570119