Based on the absolute and exponential monostable potential, a generalized exponential type single-well potential function is constructed. The laws for the resonant output of monostable system governed by l and b,D of Levy noise are explored under different characteristic index α and symmetry parameter β of Levy noise. The results show that the stochastic resonance phenomenon can be induced by adjusting the exponential type parameters l and b under any α or β of Levy noise. The larger b (or l) is, the wider parameter interval of l (or b) can induce SR (Stochastic Resonance). The ESR (Exponential SR) system can solve the problem that the traditional system can not achieve SR due to the improper selection of parameters. The interval of D of Levy noise, which induces good stochastic resonance, does not change with α or β. At last, the proposed exponential type monostable is applicated to detect bearing fault signals, which achieves better performance compared with the traditional bisabled system.
EINSTEIN A. ?ber die von der molekularkinetischen theorie der w?rme geforderte bewegung von in ruhenden flüssigkeiten suspendierten teilchen[J]. Annalen der Physik, 1905, 17(8): 549-560.
[2]
BENZI R, SUTERA A, and VULPIANI A. The mechanism of stochastic resonance[J]. Journal of Physics A, 1981, 14(11) 453-457. doi: 10.1088/0305-4470/14/11/006.
LIANG Junli, YANG Shuyuan, and TANG Zhifeng. Weak signal detection based on stochastic resonance[J]. Journal of Electronics & Information Technology, 2006, 28(6): 1068-1072.
[4]
WANG Zhanqing, XU Y, and YANG H. Levy noise induced stochastic resonance in an FHN model[J]. Science China Technological Sciences, 2016, 59(3): 371-375. doi: 10.1007/ s11431-015-6001-2.
[5]
GITTERMAN M. Classical harmonic oscillator with multiplicative noise[J]. Physica A Statistical Mechanics & Its Applications, 2005, 352(s 2/4): 309-334. doi: 10.1016/j.physa. 2005.01.008.
ZHENG Jun and LIN Min. Experimental research of weak signal detection method based on the dual-resonance[J]. Journal of Mechanical Engineering 2014, 50(12): 11-16. doi: 10.3901/JME.2014.12.011.
LU Siliang. Models and applications of stochastic resonance based weak signal detection[D]. [Ph.D. dissertation], University of Science and Technology of China, 2015.
YUAN Jidong, ZHANG Lu, and LUO Maokang. Generalized stochastic resonance of power function type single-well system[J]. Acta Physica Sinica, 2014, 63(16): 242-252. doi: 10.7498/aps.63.164302.
LAI Zhihui and LENG Yonggang. Dynamic response and stochastic resonance of a tri-stable system[J]. Acta Physica Sinica, 2015, 64(20): 77-88. doi: 10.7498/aps.64.200503.
[11]
GILBARG D and TRUDINGER N S. Elliptic Partial Differential Equations of Second Order[M]. Berlin Heidelberg, Springer-Verlag. 1977: 469-484.
[12]
CHAMBERS J M. Display and analysis of spatial data: NATO advanced study institute[J]. Journal of the American Statistical Association, 1976, 71(355): 768-769. doi: 10.2307 /2285621.
[13]
WERON R. On the Chambers-Mallows-Stuck method for simulating skewed stable random variables[J] Statistics & Probability Letters, 1996, 28(2): 165-171. doi: 10.1016/0167- 7152(95)00113-1.
ZHANG Gang, HU Tao, and ZHANG Tianqi. Characteristic analysis of power function type monostable stochastic resonance with Levy noise[J]. Acta Physica Sinica, 2015, 64(22): 72-81. doi: 10.7498/aps.64.220502.
[15]
ZHANG Haibin, HE Qingbo, and KONG Fanrang. Stochastic resonance in an underdamped system with pinning potential for weak signal detection[J]. Sensors, 2015, 15(9): 21169-21195. doi: 10.3390/s150921169.
[16]
QIAO Zijian and PAN Zhengrong. SVD principle analysis and fault diagnosis for bearings based on the correlation coefficient[J]. Measurement Science & Technology, 2015, 26(8): 15-30. doi: 10.1088/0957-0233/26/8/085014.