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Optimization of Complex Process, Based on Design Of Experiments, a Generic Methodology

14 October 2024
Julien Baderot
Yann Cauchepin
Alexandre Seiller
Richard Fontanges
Sergio Martinez
Johann Foucher
Emmanuel Fuchs
Mehdi Daanoune
Vincent Grenier
Vincent Barra
Arnaud Guillin
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Abstract

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{\é} 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.

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