کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1804623 1024650 2006 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Multilayered perceptron neural networks to compute energy losses in magnetic cores
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک ماده چگال
پیش نمایش صفحه اول مقاله
Multilayered perceptron neural networks to compute energy losses in magnetic cores
چکیده انگلیسی

This paper presents a new approach based on multilayered perceptrons (MLPs) to compute the specific energy losses of toroidal wound cores built from 3% SiFe 0.27 mm thick M4, 0.1  and 0.08 mm thin gauge electrical steel strips. The MLP has been trained by a back-propagation and extended delta-bar-delta learning algorithm. The results obtained by using the MLP model were compared with a commonly used conventional method. The comparison has shown that the proposed model improved loss estimation with respect to the conventional method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Magnetism and Magnetic Materials - Volume 307, Issue 1, December 2006, Pages 53–61
نویسندگان
,