Modeling Multivariate Statistical Process Control Charts by ART2 Neural Networks

Yun-Kung Chung; Yun-Show Chen; Chaio-Ru Tasi

doi:10.11499/sicep.2004.0_40_2

SICE Annual Conference 2004

DOI https://doi.org/10.11499/sicep.2004.0_40_2

Conference information

Host: The Society of Instrument and Control Engineers

Co-host: The IEEE Industrial Electronics Society, The IEEE Robotics and Automation Society, The IEEE Control Systems Society, The IEEE Systems, Man and Cybernetics Society, The Instrumentation, Systems, and Automation Society

Modeling Multivariate Statistical Process Control Charts by ART2 Neural Networks

*Yun-Kung Chung, Yun-Show Chen, Chaio-Ru Tasi

Author information

Keywords: Multivariate Statistical Process Control, Neural Networks, Aritifical Intelligence

CONFERENCE PROCEEDINGS FREE ACCESS

Pages 40

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Abstract

The experiments of modeling the classical T2 multivariate statistical process chart with an ART2 neural network proposed in this paper were verified very well. Some intrinsic variable cross-correlations existing in the simulated process that could not be detected with the T2 chart could be found by the proposed system.

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