Advanced search
Publication Cover
Applied Mathematics in Science and Engineering Volume 30, 2022 - Issue 1
Submit an article Journal homepage
581
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Identification method of excitation forces based on Kalman filter

Xiao-Ang Liua Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, School of Mechanical Engineering, Hebei University of Technology, Tianjin, People’s Republic of ChinaView further author information
,
Bo Gaoa Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, School of Mechanical Engineering, Hebei University of Technology, Tianjin, People’s Republic of ChinaView further author information
,
Yechi Maa Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, School of Mechanical Engineering, Hebei University of Technology, Tianjin, People’s Republic of China;b Intelligence & Software Center, Dongfeng Motor Corporation Technical Centre, Wuhan, People’s Republic of ChinaView further author information
,
Xing Jiac Tianjin Key Laboratory of Aerospace Intelligent Equipment Technology, Tianjin Key Laboratory of Microgravity and Hypogravity Environment Simulation Technology, Tianjin Institute of Aerospace Mechanical and Electrical Equipment, Tianjin, People’s Republic of ChinaView further author information
,
Bo Xuc Tianjin Key Laboratory of Aerospace Intelligent Equipment Technology, Tianjin Key Laboratory of Microgravity and Hypogravity Environment Simulation Technology, Tianjin Institute of Aerospace Mechanical and Electrical Equipment, Tianjin, People’s Republic of ChinaView further author information
&
Sen Xiaoa Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, School of Mechanical Engineering, Hebei University of Technology, Tianjin, People’s Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-7645-7256View further author information
ORCID Icon
Pages 480-500 | Received 22 Jan 2021, Accepted 31 May 2022, Published online: 16 Jun 2022

References

  • Tao JS, Liu GR, Lam KY. Excitation force identification of an engine with velocity data at mounting points. J Sound Vibr. 2001;242(2):321–331.
  • Liu X-a, Yechi M, Chunlei J, et al. Identification and robustness analysis of powertrain excitation forces. Shock Vibr. 2020;2020:4536484.
  • Chao M, Hongxing H, Feng X. The identification of external forces for a nonlinear vibration system in frequency domain. Proc Inst Mech Eng Part C J Mech Eng Sci. 2014;228(9):1531–1539.
  • Zhang L, Yueyun C, Zichun Y, et al. Load identification using CG-TLS regularization algorithm. J Vibr Shock. 2014;33:159–164.
  • Qiaofeng L, Lu Q. A revised time domain force identification method based on Bayesian formulation. Inter J Num Meth Eng. 2019;118(7):411–431.
  • Gang Y, Sun H. A non-negative Bayesian learning method for impact force reconstruction. J Sound Vibr. 2019;457:354–367.
  • Kalman RE, Bucy RS. New results in linear filtering and prediction theory. ASME J Basic Eng. 1961;83(1):95–108.
  • Ma CK, Chang JM, Lin DC. Input forces estimation of beam structures by an inverse method. J Sound Vibr. 2003;259(2):387–407.
  • Ma CK, Ho CC. An inverse method for the estimation of input forces acting on non-linear structural systems. J Sound Vibr. 2004;275(3-5):953–971.
  • Lourens E, Reynders E, De Roeck G, et al. An augmented Kalman filter for force identification in structural dynamics. Mech Syst Signal Process. 2012;27:446–460.
  • Babak K, Dyan M, Hongki J. Model-Based heterogeneous data fusion for reliable force estimation in dynamic structures under uncertainties. Sensors. 2017;17(11):2656.
  • Yang JY, Pan SW, Lin S. Least-squares estimation with unknown excitations for damage identification of structures. J Eng Mech. 2007;133(1):12–21.
  • Wu AL, Loh CH, Yang JN, et al. Input force identification:application to soil-pile interaction. Struct Contr Health Monit. 2010;16(2):223–240.
  • Dong-Cherng L. Input estimation for nonlinear systems. Inverse Probl Sci Eng. 2010;18(5):673–689.
  • Naets F, Cuadrado J, Desmet W. Stable force identification in structural dynamics using Kalman filtering and dummy-measurements. Mech Syst Signal Process. 2014;42:1–14.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.