کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5475326 1521094 2017 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decay Ratio estimation in BWRs based on the improved complete ensemble empirical mode decomposition with adaptive noise
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
پیش نمایش صفحه اول مقاله
Decay Ratio estimation in BWRs based on the improved complete ensemble empirical mode decomposition with adaptive noise
چکیده انگلیسی
In this paper a new method based on the improved complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), was developed to estimate the Decay Ratio (DR) in boiling water reactors (BWR). The proposed method mitigates the so-called mode mixing phenomenon, a common problem that may appear when neutronic signals are analyzed through the standard empirical decomposition (EMD), a data driven method to decompose non-stationary signals that may stem from non-linear systems. The EMD decomposes the signals of interest in different levels called intrinsic mode functions (IMFs). When applying the EMD to real data, the mode mixing problem often appears, this means that the EMD method has a very high sensitivity towards noise fluctuations that might lead to a biased IMF extraction. In our case, the presence of mode mixing in the IMFs extracted through EMD decomposition of BWR real signals might hinder the estimation of the proposed DR. The methodology was validated with an artificial signal, and was applied to a specific case from the Forsmark stability benchmark.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Annals of Nuclear Energy - Volume 102, April 2017, Pages 280-296
نویسندگان
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