Artificial Neural Network Approaches to Develop Robust Dimensional Data Analysis in Automotive Assembly Process

Abstract

Degree: Doctor of Philosophy With the advent of a number of technological advances in the field of measurement system in auto body assembly process, automated in-line measuring machines are capable of measuring the dimensions of every automobile Body-in-White (BIW) produced. Current PCA and SPC methods are not efficient to deal with high dimensional data… (More)

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