Fault Prognostic Based on Hybrid Method of State Judgment and Regression

Fault prognostic is one of the most important problems in equipment health management system. This paper presents a hybrid method of mixture of Gaussian hidden Markov model (MG-HMM) and fixed size least squares support vector regression (FS-LSSVR) for fault prognostic. The system is established base...

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Bibliographic Details
Main Authors: Xiaobin Li, Jiansheng Qian, Gai-ge Wang
Format: Article
Language:English
Published: SAGE Publishing 2013-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1155/2013/149562