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Preliminary Study of PHM System Based on Data Driven

Authors :
Zhi Xing Tian
Bing Yin Qu
Shu Bing Liu
Lina Hao
Zhang Wei
Source :
Applied Mechanics and Materials. 868:299-304
Publication Year :
2017
Publisher :
Trans Tech Publications, Ltd., 2017.

Abstract

Complex mechanical and electrical equipment contains a large amount of data with the implicit information. According to the development of PHM (Prognostics and Health Management) technology at home and abroad, and the wide application prospects of data driving methods, the overall framework of data driven PHM system for complex electromechanical equipment was designed. The data driven PHM implementation process of the complex mechanical and electrical equipment was described step by step, which provides important theoretical significance and application value for the PHM research of the complex mechanical and electrical equipment. Finally, the development trend and research challenges of data driven PHM method were analyzed.

Details

ISSN :
16627482
Volume :
868
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........cb8fb59b9f350e915fa396f804b478ea