کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
807131 905465 2006 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Complex system reliability modelling with Dynamic Object Oriented Bayesian Networks (DOOBN)
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
پیش نمایش صفحه اول مقاله
Complex system reliability modelling with Dynamic Object Oriented Bayesian Networks (DOOBN)
چکیده انگلیسی

Nowadays, the complex manufacturing processes have to be dynamically modelled and controlled to optimise the diagnosis and the maintenance policies. This article presents a methodology that will help developing Dynamic Object Oriented Bayesian Networks (DOOBNs) to formalise such complex dynamic models. The goal is to have a general reliability evaluation of a manufacturing process, from its implementation to its operating phase. The added value of this formalisation methodology consists in using the a priori knowledge of both the system's functioning and malfunctioning. Networks are built on principles of adaptability and integrate uncertainties on the relationships between causes and effects. Thus, the purpose is to evaluate, in terms of reliability, the impact of several decisions on the maintenance of the system. This methodology has been tested, in an industrial context, to model the reliability of a water (immersion) heater system.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Reliability Engineering & System Safety - Volume 91, Issue 2, February 2006, Pages 149–162
نویسندگان
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