A nonparametric fault isolation approach through hybrid novelty score

@article{Tuerhong2011ANF,
  title={A nonparametric fault isolation approach through hybrid novelty score},
  author={Gulanbaier Tuerhong and Seoung Bum Kim},
  journal={Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics},
  year={2011},
  pages={261-266}
}
Isolating the variable or set of variables responsible for an out-of-control signal is a challenging task in multivariate statistical process control. Several fault isolation approaches have been proposed. However, all assumed a multivariate normal distribution on the process data, an assumption that limits their applicability in many situations. In the… CONTINUE READING