An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning

التفاصيل البيبلوغرافية
العنوان: An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning
المؤلفون: Mönks, Uwe, Voth, Karl, Lohweg, Volker
المصدر: Mönks U, Voth K, Lohweg V. An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning. In: IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain . ; 2012. doi: 10.1109/CIP.2012.6232905
سنة النشر: 2012
المجموعة: Publications at Ostwestfalen-Lippe University of Applied Sciences
مصطلحات موضوعية: Sensor phenomena and characterization, Production, Sensor fusion, Fuzzy set theory, Conferences, Possibility theory
الوصف: In this paper we propose a novel, extended perspective on evidential aggregation rules in machine condition monitoring. First, aspects regarding the interconnections between Dempster-Shafer, Fuzzy Set, and Possibility Theory are shown. Subsequently, a novel approach for direct determination of basic probability assignments using Fuzzy membership functions is proposed. Finally, it is applied to a pipe extrusion line's condition monitoring system, considering and reducing pairwise conflicts.
نوع الوثيقة: conference object
report
اللغة: English
العلاقة: info:eu-repo/semantics/altIdentifier/issn/2327-1671; info:eu-repo/semantics/altIdentifier/issn/2327-1698; info:eu-repo/semantics/altIdentifier/isbn/978-1-4673-1877-8; https://www.th-owl.de/elsa/record/2107Test
الإتاحة: https://doi.org/10.1109/CIP.2012.6232905Test
https://www.th-owl.de/elsa/record/2107Test
حقوق: info:eu-repo/semantics/closedAccess
رقم الانضمام: edsbas.3FD5FE00
قاعدة البيانات: BASE