An Adaptive Support Vector Regression Machine for the State Prognosis of Mechanical Systems

Due to the unsteady state evolution of mechanical systems, the time series of state indicators exhibits volatile behavior and staged characteristics. To model hidden trends and predict deterioration failure utilizing volatile state indicators, an adaptive support vector regression (ASVR) machine is...

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Bibliographic Details
Main Authors: Qing Zhang, Fei Liu, Xiang Wan, Guanghua Xu
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2015/469165