Ontology-Based Representation of Heterogeneous Mechanical Systems Information for Integrated Diagnostics

Abstract:

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During fault diagnostics of mechanical systems, information fusion methods were widely used to improve the reliability. However, diagnostic information comes from all life cycle of a mechanical device and they are always heterogeneous. Whereas heterogeneous information is difficult to be interconnecting, intercommunicating and inter-operating, so how to represent heterogeneous information is a key problem in integrated diagnostics. In this paper, a novel ontology-based representation method of heterogeneous diagnostic information is presented in detail. Firstly it introduces basic principles of ontology-based modeling. Then three methods of ontology-based information modeling are studied respectively. In the end an example of ontology-based modeling for a diesel engine is given.

Info:

Periodical:

Edited by:

Honghua Tan

Pages:

258-263

DOI:

10.4028/www.scientific.net/AMM.29-32.258

Citation:

Z.S. Chen et al., "Ontology-Based Representation of Heterogeneous Mechanical Systems Information for Integrated Diagnostics", Applied Mechanics and Materials, Vols. 29-32, pp. 258-263, 2010

Online since:

August 2010

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Price:

$35.00

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