Title :
Evaluating nominal parameters in fault diagnosis
Author :
Ma, Eden W M ; Chow, Tommy W S ; Pecht, Michael G.
Author_Institution :
Centre for Prognostics & Syst. Health Manage., City Univ. of Hong Kong, Hong Kong, China
Abstract :
The first critical step in system health management, which enhance the safety, reliability, and availability of the system, is collecting appropriate data for further process. In this paper, an evaluation method for monitoring nominal parameters is proposed. The approach combines classification and clustering to evaluate the relevance of the monitored parameters and the faults.
Keywords :
fault diagnosis; pattern classification; pattern clustering; reliability; safety; appropriate data collection; availability enhancement; classification algorithm; clustering algorithm; fault diagnosis; nominal parameter evaluation method; nominal parameter monitoring; reliability enhancement; safety enhancement; system health management; formatting; insert; style; styling;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228840
