Mechanical Fault Diagnosis Using Support Vector MachineOA
Mechanical Fault Diagnosis Using Support Vector Machine
The Support Vector Machine (SVM) is a machine learning algorithm based on the Statistical Learning Theory ( SLT) , which can get good classification effects even with a few learning samples. SVM represents a new approach to p…查看全部>>
The Support Vector Machine (SVM) is a machine learning algorithm based on the Statistical Learning Theory ( SLT) , which can get good classification effects even with a few learning samples. SVM represents a new approach to pattern classification and has been shown to be particularly successful in many fields such as image identification and face recognition. It also provides us with a new method to develop intelligent fault diagnosis. This paper presents a …查看全部>>
LI Ling-jun;ZHANG Zhou-suo;HE Zheng-jia
Department of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, P. R. ChinaDepartment of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, P. R. ChinaDepartment of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, P. R. China
信息技术与安全科学
support vector machine (SVM)fault diagnosisintelligent diagnosis
support vector machine (SVM)fault diagnosisintelligent diagnosis
《国际设备工程与管理（英文版）》 2003 (3)
179-183,5
This paper is supported by National Natural Science Foundation of China Under Grant No. 50175087.
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