Noise reduction method for nonlinear time series based on principal manifold learning and its application to fault diagnosis

Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering

Volumn 42, Issue 8, 2006, Pages 154-158

  Yang, Jianhong ^a   Xu, Jinwu ^a   Yang, Debin ^a   Li, Min ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING   (China)

Author keywords

Fault diagnosis; Noise reduction; Nonlinear time series; Principal manifold learning

Indexed keywords

FAULT DIAGNOSIS; NOISE REDUCTION; NONLINEAR TIME SERIES; PRINCIPAL MANIFOLD LEARNING; SINGLE GLOBAL ORTHOGONAL COORDINATE SYSTEM; SINGULAR VALUE DECOMPOSITION (SVD) METHOD;

GAUSSIAN NOISE (ELECTRONIC); ONE DIMENSIONAL; VIBRATIONS (MECHANICAL); WHITE NOISE;

SPURIOUS SIGNAL NOISE;

EID: 33749869630     PISSN: 05776686     EISSN: None     Source Type: Journal    
DOI: 10.3901/JME.2006.08.154     Document Type: Article

References (12)

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