کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
535453 870348 2006 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fault diagnosis of machines based on D–S evidence theory. Part 1: D–S evidence theory and its improvement
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Fault diagnosis of machines based on D–S evidence theory. Part 1: D–S evidence theory and its improvement
چکیده انگلیسی

In this paper, conventional D–S evidence theory is improved through the introduction of fuzzy membership function, importance index, and conflict factor in order to address the issues of evidence sufficiency, evidence importance, and conflicting evidences in the practical application of D–S evidence theory. New decision rules based on the improved D–S evidence theory are proposed. Examples are given to illustrate that the improved D–S evidence theory is better able to perform fault diagnosis through fusing multi-source information than conventional D–S evidence theory.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 27, Issue 5, 1 April 2006, Pages 366–376
نویسندگان
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