کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
9651994 1438824 2005 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An interpretation of neural networks as inference engines with application to transformer failure diagnosis
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
An interpretation of neural networks as inference engines with application to transformer failure diagnosis
چکیده انگلیسی
An artificial neural network concept has been developed for transformer fault diagnosis using dissolved gas-in-oil analysis (DGA). A new methodology for mapping the neural network into a rule-based inference system is described. This mapping makes explicit the knowledge implicitly captured by the neural network during the learning stage, by transforming it into a Fuzzy Inference System. Some studies are reported, illustrating the good results obtained.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 27, Issues 9–10, November–December 2005, Pages 620-626
نویسندگان
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