On-line reliability estimation of individual components, using degradation signals

@inproceedings{Chinnam1999OnlineRE,
  title={On-line reliability estimation of individual components, using degradation signals},
  author={Ratna Babu Chinnam},
  year={1999}
}
This paper provides a unique approach that allows 'determination of a component's reliability as it degrades with time' by monitoring its degradation measures. The concepts have been implemented using: finite-duration impulse response multi-layer perceptron neural networks for modeling degradation measures, and self-organizing maps for modeling degradation variation. The specific application considered is in-process monitoring of the condition of the drill-bit in a drilling process, using the… CONTINUE READING

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Understanding Theories and Methods on Equipment Operational Reliability Assessment

  • 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)
  • 2017
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