Stochastic Resonance in Strongly Coupled Duffing and Van der pol Oscillators Under Trichotomous Noise and Bearing Fault Diagnosis

被引:9
|
作者
Zhang, Gang [1 ]
Wu, Xia [1 ]
Zhang, Tianqi [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
来源
FLUCTUATION AND NOISE LETTERS | 2020年 / 19卷 / 03期
基金
中国国家自然科学基金;
关键词
Stochastic resonance; chaotic oscillators; weak signal detection; trichotomous noise; bearing fault detection; SYSTEMS DRIVEN;
D O I
10.1142/S0219477520500236
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Weak signal detection is an important topic, which has been widely studied in various fields. Different from other signal processing methods, stochastic resonance (SR) can utilize noise to enhance the characteristic frequency. Inspired by the unique advantage of SR, the strongly coupled Duffing and Van der pol SR system (SCD-VSR) is investigated. The simulation results show that the relationship between the output average signal-noise ratio increase (MSNRI) and different jump values of trichotomous noise presents different odd symmetrical distribution. It is also found that a double SR phenomenon could be observed when the damping coeffcient of Van der pol system is small. Moreover, as the damping coefficient of the Duffing system increases, the output response would become gradually smooth. In addition,a smaller damping force coupling coefficient combined with a large restoring force coupling coefficient would achieve better system response. In the case of detecting an analog signal, MSNRI of SCD-VSR is larger than that of both classical bistable SR system (CBSR) and coupled Duffing SR system (CDSR). In addition, the experiments suggest that SCD-VSR could obtain a higher MSNRI and better detection effect, which implies the performance is superior to CBSR and CDSR.
引用
收藏
页数:21
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