A model for residual life prediction based on Brownian motion with an adaptive drift

@article{Wang2011AMF,
  title={A model for residual life prediction based on Brownian motion with an adaptive drift},
  author={Wenbin Wang and Matthew J. Carr and Wenjia Xu and Khairy Kobbacy},
  journal={Microelectronics Reliability},
  year={2011},
  volume={51},
  pages={285-293}
}
A degradation model is presented in this paper for the prediction of the residual life using an adapted Brownian motion-based approach with a drifting parameter. This model differs from other Brownian motion-based approaches in that the drifting parameter of the degradation process is adapted to the history of monitored information. This adaptation is performed by Kalman filtering. We also use a threshold distribution instead of the usual single threshold line which is sometime difficult to… CONTINUE READING
Highly Cited
This paper has 52 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 34 extracted citations

52 Citations

051015'12'14'16'18
Citations per Year
Semantic Scholar estimates that this publication has 52 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 18 references

Towards a general condition based maintenance model for a stochastic dynamic system

  • W Wang, AH Christer
  • J Oper Res Soc 2000;51:145–55
  • 2000
Highly Influential
3 Excerpts

Failure diagnostics and failure tolerant control

  • DH Zhou, PM Frank
  • IEEE Trans Aerospace Electron Syst
  • 1998
Highly Influential
3 Excerpts

Rotating machinery prognostics: state of the art, challenges and opportunities

  • A Heng, S Zhang, CC Andy, ACC Tan, J. Mathew
  • Mech Syst Signal Process 2009;23:724–39
  • 2009
1 Excerpt

A review on machinery diagnostics and prognostics implementing condition-based maintenance

  • AKS Jardine, D Lin, D. Banjevic
  • Mech Syst Signal Process
  • 2006
1 Excerpt

A model to predict the residual life of aircraft engines based on oil analysis data

  • W Wang, W. Zhang
  • Naval Logis Res
  • 2005

A model to predict the residual life of rolling element bearings given monitored condition information to date

  • W. Wang
  • IMA J Manage Math 2002;13:3–16
  • 2002

Similar Papers

Loading similar papers…