Diagnosis of Incipient Faults in Nonlinear Analog Circuits Based on High Order Moment Fractional Transform

被引:1
|
作者
Deng, Yong [1 ]
Chen, Ting [1 ]
Zhang, Di [1 ]
机构
[1] Southwest Petr Univ, Sch Mechatron Engn, Chengdu 610500, Peoples R China
关键词
Nonlinear circuits; Incipient fault diagnosis; High order moment; Fractional transform; FOURIER-TRANSFORM; SYSTEMS; TIME; IDENTIFICATION; TOLERANCE; SELECTION; ENTROPY;
D O I
10.1007/s10836-020-05889-y
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Considering the problem to diagnose incipient faults in nonlinear analog circuits, a novel approach of fault feature-extracting based on HMFT (high order moment fractional transform) of the component parameter change is proposed. Firstly, the equivalence circuit model is established according to the topological structure and the voltage sensitivity of the circuit under test (CUT). Then the HMFT of component parameter changes are derived, which are used as fault features. Finally, using the extracted features, incipient fault diagnosis is accomplished. The simulations illustrate the proposed method and show its effectiveness in the incipient fault recognition capability.
引用
收藏
页码:485 / 498
页数:14
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