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

October 14, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Julien Baderot, Yann Cauchepin, Alexandre Seiller, Richard Fontanges, Sergio Martinez, Johann Foucher, Emmanuel Fuchs, Mehdi Daanoune, Vincent Grenier, Vincent Barra, Arnaud Guillin arXiv ID 2410.21294 Category cs.NE: Neural & Evolutionary Cross-listed math.OC Citations 1 Venue arXiv.org Last Checked 4 months ago
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{รฉ} 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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