کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
410377 679140 2010 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Soft sensing method for magnetic tube recovery ratio via fuzzy systems and neural networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Soft sensing method for magnetic tube recovery ratio via fuzzy systems and neural networks
چکیده انگلیسی

A magnetic tube recovery ratio (MTRR) is an important index in mineral processing, though it cannot be measured online. Real-time control for this product index is impossible. In this paper a new soft sensing method is proposed, which uses fuzzy system and neural network techniques. The contributions of our soft sensing method are that a fuzzy mechanism model for MTRR is used, which is obtained from data clustering. We do not update the fuzzy model, but use a neural compensator to improve the modeling accuracy, where the training algorithm for the neural network stable. This soft sensing method has been successfully applied in a metal company in China.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 73, Issues 13–15, August 2010, Pages 2489–2497
نویسندگان
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