PARTICLE FILTER ON NONLINEAR VIBRATION SIGNAL OF BRIDGE STAYED CABLE

Publications

Share / Export Citation / Email / Print / Text size:

International Journal on Smart Sensing and Intelligent Systems

Professor Subhas Chandra Mukhopadhyay

Exeley Inc. (New York)

Subject: Computational Science & Engineering , Engineering, Electrical & Electronic

GET ALERTS

eISSN: 1178-5608

DESCRIPTION

3
Reader(s)
13
Visit(s)
0
Comment(s)
0
Share(s)

VOLUME 5 , ISSUE 4 (December 2012) > List of articles

PARTICLE FILTER ON NONLINEAR VIBRATION SIGNAL OF BRIDGE STAYED CABLE

Ye Qingwei * / Yuan Debin / Zhou Yu / Wang Xiaodong

Keywords : Nonlinear vibration of stayed cables, finite difference method, particle filter, noise removal, signal tracking.

Citation Information : International Journal on Smart Sensing and Intelligent Systems. Volume 5, Issue 4, Pages 940-956, DOI: https://doi.org/10.21307/ijssis-2017-516

License : (CC BY-NC-ND 4.0)

Received Date : 14-August-2012 / Accepted: 21-September-2012 / Published Online: 01-December-2012

ARTICLE

ABSTRACT

For the nonlinear vibration signal of stayed cables, a new particle filter algorithm is used in this paper. Firstly, nonlinear dynamic model of the stayed-cable and beam coupling system is dispersed in temporal dimension by using the finite difference method. So the discrete nonlinear vibration equation of any cable element is gotten. And secondly, a state equation of particle filter is fitted by least square algorithm from the discrete nonlinear vibration equation. So the particle filter algorithm can use the accurate state equations. Finally, the particle filter algorithm is used to filter the vibration signal of bridge stayed cable. The vibration signal is de-noised. And from the particle filter, the vibration signal can be tracked and be predicted for a short time accurately. The simulation experiments and the actual experiments on the bridge stayed cable are all indicating that the particle filter algorithm in this paper has good performance and works stably.

Content not available PDF Share

FIGURES & TABLES

REFERENCES

[1] Olivier Brun, Vincent Teuliere, Jean-Marie Garcia, “Parallel Particle Filtering”, Journal of
Parallel and Distributed Computing, Vol.62, pp.1186-1202, 2002.
[2] Qingwei Ye, Dongxing Wu, “Online Tracking Algorithm of Vibration Signal with SSI and PF
Algorithm”, Chinese Journal of Vibration and Shock, accepted.
[3] Matsumoto M, Shiraishi N, Shirato H, “Rain-Wind Induced Vibration of Cables of
Cable-Stayed Bridge”. Journal of Wind Engineering and Industrial Aerodynamics, Vol.41,
pp.2011-2022, 1992.
[4] Wang Zhigang,Sun Bingnan, “Parametric Vibration of Cable-Stayed Bridge”, Chinese Journal
of Civil Engineering, Vol.35, No.5, pp.28-33, 2002.
[5] Zhao Yueyu,Lv Jiangen, “Non-linear Parametric Vibration of Cables in Cable-arch Composite
Structures”, Chinese Journal of Civil Engineering, Vol.39, No.12, pp.67-77, 2006.
[6] Ye Qingwei,Wang Tongqing, “Optimization modal analysis with PSO based on spectrum
segmentation”, Chinese Journal of Scientific Instrument, Vol.20, No.8, pp.1584-1590, 2009.
[7] H. Abdul Rahim, F.Ibrahim and M. N. Taib, “System Identification of Nonlinear
Autoregressive Models in Monitoring Dengue Infection”, International Journal on Smart Sensing
and Intelligent Systems, Vol.3, No.4, pp.783-805, Dec. 2010.
[8] K.B.Waghulde, Dr. Bimlesh Kumar, “Vibration Analysis of Cantilever Smart Structure by
using Piezoelectric Smart Material”, International Journal on Smart Sensing and Intelligent
Systems, Vol.4, No.3, pp.354-375, Sep. 2011.
[9] Chen Shuisheng, Sun Bingnan, “Numerical Study on Non-linear Parametric Vibration of
Coupled Cables and Bird Gedecks”, Chinese Journal of Civil Engineering, Vol.36, No.4,
pp.70-75, 2003.
[10] Hong weiming, Gao lili, “Vibration Analysis of Non-linear Coupling System of cable-stayed
beam”, Journal of Vibration Engineering, Vol.21, No.2, pp.115-119, 2008.
[11] Tagata G. Harmonically Forced, “Finite Amplitude Vibration of a String”, Journal of Sound
and Vibration, Vol.51, No.4, pp.483-492, 1977.
[12] Gattulli V, Morandini M, Paolone A, “Parametric Analytical Model for Non-Linear
Dynamics in Cable-Stayed Beam”, Earthquake Engineering and Structural Dynamic, Vol.31,
pp.1281-1300, 2002.

EXTRA FILES

COMMENTS