A Model-Based Prognostics Approach Applied to Pneumatic Valves

@inproceedings{Daigle2011AMP,
  title={A Model-Based Prognostics Approach Applied to Pneumatic Valves},
  author={Matthew J. Daigle and Kai Goebel},
  year={2011}
}
Within the area of systems health management, the task of prognostics centers on predicting when components will fail. Model-based prognostics exploits domain knowledge of the system, its components, and how they fail by casting the underlying physical phenomena in a physics-based model that is derived from first principles. Uncertainty cannot be avoided in prediction, therefore, algorithms are employed that help in managing these uncertainties. The particle filtering algorithm has become a… CONTINUE READING

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