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Information Fusion processes in Prognostics and Health Management
University of Skövde, The Virtual Systems Research Centre. University of Skövde, School of Engineering Science. (Intelligent Automation)ORCID iD: 0000-0002-8906-630X
2014 (English)Conference paper, Poster (with or without abstract) (Other academic)
Abstract [en]

Information Fusion plays important role in Prognostics and Health Management, where data and informations from different sources need to be combined, analyzed and finally used or presented for proper maintenance decisions. The objective of this paper is to outline and analyzed the relation between Information Fusion process and data/information processing in Prognostics Condition Based Maintenance. The Data Fusion Information Group Model (DFIGM) is presented as well as distinction between two levels of information fusion: (1) low-level information fusion (LLIF), which addresses the signal processing, object state estimation and characterization, and (2) high-level information fusion (HLIF) focused on control and situational understanding. All this processes are aligned with condition based maintenance processes from data acquisition and processing, through diagnostics, prognostics, up to health management. Presented work is one of the first steps in the research project toward improvements in Condition Based Maintenance with focus on its implementation in the manufacturing industry.

Place, publisher, year, edition, pages
Prognostics and Health Management Society , 2014.
National Category
Reliability and Maintenance
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-9989OAI: oai:DiVA.org:his-9989DiVA: diva2:748794
Conference
Second European Conference of Prognostics and Health Management Society July 8-10, 2014, Nantes, France
Available from: 2014-09-22 Created: 2014-09-22 Last updated: 2016-02-19Bibliographically approved

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