Fault diagnosis approach of hydraulic system using FARX model

Procedia Engineering

Volumn 15, Issue , 2011, Pages 949-953

  He, Xiangyu ^a  

^a CHANGSHA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Auto regressive with extra outputs (ARX) model; Construction machinery; Fault diagnosis; Fuzzy logic; Hydraulic system

Indexed keywords

ARX MODEL; AUTO-REGRESSIVE; CONSTRUCTION MACHINERY; FAULT CLASSIFIER; FUZZY CLUSTERING MEANS; HYDRAULIC SYSTEM; NONLINEAR FEATURES; TARGET FAULTS; TYPICAL FAULTS;

CONSTRUCTION EQUIPMENT; FAILURE ANALYSIS; FEATURE EXTRACTION; FUZZY LOGIC; HYDRAULIC MACHINERY; INFORMATION SCIENCE; SIGNAL ENCODING;

HYDRAULIC EQUIPMENT;

EID: 84055189932     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2011.08.175     Document Type: Conference Paper

References (4)

1. J. M. Lattin, J. D. Carroll, and P. E. Greeen, Analyzing Multivariate Data. Beijing, Mechanical Industry Press, 2003.
2. D. Zogg, E. Shafai, H. P. Geering, Fault diagnosis for heat pumps with parameter identification and clustering, Control Engineering Practice, 2006, 14-12, pp.1435-1444.
3. Lennart Ljung, System Identification: Theory for the User(2nd Edition), Tsinghua University Press, Prentice Hall PTR, 2002.
4. M. Mahfoufa, S. Kandiahb, D.A. Linkensa, Fuzzy model-based predictive control using an ARX structure with feedforward, Fuzzy Sets and Sstems, 2002, 125, pp.39-59.