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

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 optimizati...

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Veröffentlicht in:arXiv.org 2024-10
Hauptverfasser: Baderot, Julien, Cauchepin, Yann, Seiller, Alexandre, Fontanges, Richard, Martinez, Sergio, Foucher, Johann, Fuchs, Emmanuel, Daanoune, Mehdi, Grenier, Vincent, Barra, Vincent, Guillin, Arnaud
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Sprache:eng
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Zusammenfassung: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.
ISSN:2331-8422