کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
718453 892260 2009 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision with Bayesian network in the concurrent faults event
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
Decision with Bayesian network in the concurrent faults event
چکیده انگلیسی

The purpose of this article is to present a new method for process diagnosis with Bayesian network. The interest of this method is to propose a new structure of Bayesian network allowing to diagnose a system with the model-based framework or with the data-driven framework. A particular interest of the proposed approach is the use of continuous nodes in the network in order to evaluate the status of the process. The effectiveness and performances of the method are illustrated on a heating water process corrupted by various faults.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC Proceedings Volumes - Volume 42, Issue 8, 2009, Pages 306-311