ANALYSIS OF THE HOTELLING'S T2 MULTIVARIATE CONTROL CHART THROUGH FUZZY ARTMAP ARTIFICIAL NEURAL NETWORK

EDGAR AUGUSTO RUELAS SANTOYO; BERTHA LAURA VARGAS RODRIGUEZ; JOSE JOVANI CARDIEL ORTEGA; GERALDO LLAMAS PEREZ

doi:https://doi.org/10.6036/8675

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ANALYSIS OF THE HOTELLING'S T2 MULTIVARIATE CONTROL CHART THROUGH FUZZY ARTMAP ARTIFICIAL NEURAL NETWORK

JANUARY 2018 - Volume: 93 - Pages: 21

DOI:

https://doi.org/10.6036/8675

Authors:

EDGAR AUGUSTO RUELAS SANTOYO - BERTHA LAURA VARGAS RODRIGUEZ - JOSE JOVANI CARDIEL ORTEGA - GERALDO LLAMAS PEREZ

Disciplines:

INFORMATION TECHNOLOGY AND KNOWLEDGE (INTELIGENCIA ARTIFICIAL Y SIMULACION )

Downloads: 19

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Key words:: Red neuronal artificial, T² de Hotelling y Control Estadístico del Proceso, Artificial Neural Network, T² Hotelling and Statistical Process Control
Article type:: NOTA TECNICA / TECHNICAL NOTE
Section:: TECHNICAL NOTE

In the present paper is proposed a system to monitor and control multivariable processes, which it is composed of the Hotelling's T2 multivariate control chart that detects signals out of control and artificial neural network Fuzzy ARTMAP responsible for identifying the variable (s) that causes the signal out of control.

Keywords: Artificial Neural Network, T² Hotelling and Statistical Process Control

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