Toward identifying the source of mean shifts in multivariate SPC: a neural network approach

@inproceedings{Hwarng2008TowardIT,
  title={Toward identifying the source of mean shifts in multivariate SPC: a neural network approach},
  author={H. Brian Hwarng},
  year={2008}
}
To identify the source(s) of process shifts under a multivariate setting is a challenging problem. Though some statistical techniques have been proposed, they are limited or restricted in their level of success and ease of use. In this paper, we propose a neural-network based identifier (NNI) to detect process mean shifts as well as indicate the variable(s) responsible for the shifts in a process where variables are correlated. Various network configurations and training strategies were… CONTINUE READING

Topics from this paper.

Citations

Publications citing this paper.
SHOWING 1-10 OF 17 CITATIONS

A control scheme for autocorrelated bivariate binomial data

  • Computers & Industrial Engineering
  • 2016
VIEW 2 EXCERPTS
CITES BACKGROUND