Optimization of Complex Process, Based on Design Of Experiments, a Generic Methodology
Neural and Evolutionary Computing
2024-10-30 v1 Optimization and Control
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{\'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.
Keywords
Cite
@article{arxiv.2410.21294,
title = {Optimization of Complex Process, Based on Design Of Experiments, a Generic Methodology},
author = {Julien Baderot and Yann Cauchepin and Alexandre Seiller and Richard Fontanges and Sergio Martinez and Johann Foucher and Emmanuel Fuchs and Mehdi Daanoune and Vincent Grenier and Vincent Barra and Arnaud Guillin},
journal= {arXiv preprint arXiv:2410.21294},
year = {2024}
}
Comments
Eurodisplay 2024, Sep 2024, Grenoble, France