Research on condition trend prediction of mechanical equipment based on support vector machine

Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University

Volumn 38, Issue 3, 2004, Pages 230-233+238

  Li, Lingjun ^a   Zhang, Zhousuo ^a   He, Zhengjia ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Regression; Support vector machine; Trend prediction

Indexed keywords

FORECASTING; RADIAL BASIS FUNCTION NETWORKS; REGRESSION ANALYSIS; STATISTICAL METHODS;

MECHANICAL EQUIPMENT; SUPPORT VECTOR MACHINE; SUPPORT VECTOR REGRESSION MACHINE; TREND PREDICTION; VIBRATION SIGNAL;

LEARNING ALGORITHMS;

EID: 2942521283     PISSN: 0253987X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (4)

1. Cao Lijuan, Francis E H T. Financial forecasting using support vector machines [J]. Neural Computing and Application, 2001(10): 184-192.
2. Chen B J, Chang M W, Lin C J. Load forecasting using support vector machines: a study on EUNITE competition 2001 [R]. Taiwan: Department of Computer Science and Information Engineering, Taiwan University, 2002. 1-11
3. Chuang C C, Su S F. Robust support vector regression networks for function approximation with outliers [J]. IEEE Transaction on Neural Networks, 2002, 6(13): 1322-1330.