Black Box Modeling of Low-Voltage Circuit Breakers

被引:21
作者
Balestrero, Andrea [1 ]
Ghezzi, Luca [2 ]
Popov, Marjan [3 ]
Tribulato, Giulio [1 ]
van der Sluis, Lou [3 ]
机构
[1] ABB SpA, I-24123 Bergamo, Italy
[2] ABB SpA, I-20010 Vittuone, Italy
[3] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, NL-2628 CD Delft, Netherlands
关键词
Black box models; least-square optimization; Levenberg-Marquardt algorithm; low-voltage (LV) arcs; nonequilibrium theory; parameter identification; search methods;
D O I
10.1109/TPWRD.2010.2047872
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:2481 / 2488
页数:8
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