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
Link To Document