Paper ID: 2410.21294 • Published Oct 14, 2024
Optimization of Complex Process, Based on Design Of Experiments, a Generic Methodology
Julien Baderot, Yann Cauchepin (UCA), Alexandre Seiller (UCA), Richard Fontanges, Sergio Martinez, Johann Foucher, Emmanuel...
TL;DR
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MicroLED displays are the result of a complex manufacturing chain. Each stage
of this process, if optimized, contributes to achieving the highest levels of
final efficiencies. Common works carried out by Pollen Metrology, Aledia, and
Universit{\'e} Clermont-Auvergne led to a generic process optimization
workflow. This software solution offers a holistic approach where stages are
chained together for gaining a complete optimal solution. This paper highlights
key corners of the methodology, validated by the experiments and process
experts: data cleaning and multi-objective optimization.