کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
387349 660901 2010 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines
چکیده انگلیسی

Over the past several decades, concerns have been raised over the possibility that the exposure to extremely low frequency electromagnetic fields from power lines may have harmful effects on human and living organisms. This paper presents novel approach based on the use of both feedforward neural network (FNN) and adaptive network-based fuzzy inference system (ANFIS) to estimate electric and magnetic fields around an overhead power transmission lines. An FNN and ANFIS used to simulate this problem were trained using the results derived from the previous research. It is shown that proposed approach ensures satisfactory accuracy and can be a very efficient tool and useful alternative for such investigations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 37, Issue 1, January 2010, Pages 165–170
نویسندگان
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