کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4925643 1431411 2016 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Development of a surrogate model for analysis of ex-vessel steam explosion in Nordic type BWRs
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
پیش نمایش صفحه اول مقاله
Development of a surrogate model for analysis of ex-vessel steam explosion in Nordic type BWRs
چکیده انگلیسی
This paper discusses development of a computationally efficient surrogate model (SM) for prediction of statistical characteristics of steam explosion impulses in Nordic BWRs. The TEXAS-V code was used as the Full Model (FM) for the calculation of explosion impulses. The surrogate model was developed using artificial neural networks (ANNs) and the database of FM solutions. Statistical analysis was employed in order to treat chaotic response of steam explosion impulse to variations in the triggering time. Details of the FM and SM implementation and their verification are discussed in the paper.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nuclear Engineering and Design - Volume 310, 15 December 2016, Pages 311-327
نویسندگان
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