DefinePK

Abstract

This article focuses on the Limits of the Approach the Six Sigma by report to the factory 4.0. In this framework, we have made a few arguments showing that the main tools of Six Sigma are not adapted to the characteristics of the complex factory 4.0. The approach mono-process is reductionist view of the complex interactions between the various industrial equipment of the complex factory 4.0 and which are connected in real time. On the other hand, if we want to improve the complex factory 4.0 as a complex system using the approach Six Sigma, it is essential to characterize its initial performance in terms of capability and this by applying the normal law mono-variable without taking into account the multidimensional aspect of the data. While the transformed mathematics the most used in the Six Sigma, in particular the transformed mathematical of Johnson, generates the denaturing of the data. The said article initiates a first reflection around the multi-Six Sigma Machine Learning.