Empirical Evaluation of Diagnostic Algorithm Performance Using a Generic Framework

@inproceedings{Feldman2010EmpiricalEO,
  title={Empirical Evaluation of Diagnostic Algorithm Performance Using a Generic Framework},
  author={Alexander Feldman and Tolga Kurtoglu and Sriram Narasimhan and Scott Poll and David Garc{\'i}a},
  year={2010}
}
A variety of rule-based, model-based and datadriven techniques have been proposed for detection and isolation of faults in physical systems. However, there have been few efforts to comparatively analyze the performance of these approaches on the same system under identical conditions. One reason for this was the lack of a standard framework to perform this comparison. In this paper we introduce a framework, called DXF, that provides a common language to represent the system description, sensor… CONTINUE READING
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