| Titre : |
Beyond human capabilities : Model-based process setup by fully interconnected production in injection molding |
| Type de document : |
texte imprimé |
| Auteurs : |
Mauritius Schmitz, Auteur ; Christian Hopmann, Auteur ; Malte Röbig, Auteur ; Lukas Pelzer, Auteur ; Bastian Topmöller, Auteur ; Simon Wurzbacher, Auteur |
| Année de publication : |
2019 |
| Article en page(s) : |
p. 89-93 |
| Langues : |
Anglais (eng) |
| Catégories : |
Algorithmes
Composants moulés interconnectés
Matières plastiques -- Moulage par injection
Numérisation
|
| Index. décimale : |
668.4 Plastiques, vinyles |
| Résumé : |
The quality of injection molded parts and the process stability are still heavily dependent on the knowledge and experience of the process technician. However, the ever increasing degree of freedom creates complex interrelationships between part quality and process parameters. At K 2019, IKV and an industrial consortium will demonstrate how algorithms based on artificial intelligence can support machine operators during the process setup by using machine data and quality data. |
| Note de contenu : |
- The setup time correlates with the experience of the process technician
- The database of an automatic process setup
- Special algorithms calculate usable information
- Development and use of the digital shadow by a master computer system
- The neural network is pre-trained
- Inline functionalization of injection molded parts by additive manufacturing
- Fig. 1 : Longer time-to-production due to process interruption in the classic setup process
- Fig. 2 : The fully interconnected manufacturing cell is used to find the optimal process point
- Fig. 3 : Collecting and using process, peripheral, quality and external data i ninjection molding to build a process model of the injection molding process
- Fig. 4 : Functionalization of injection molded parts with TPU and-slip lines using additive and manufacturing in the cycle of the injection molding machine
- Fig. 5 : Further IKD projects at K2019 include the load-compliant design and optimization of additive-manufactured components with complex 3D infill structures and plasma-assisted internal coating of prefilled plastic syringes to reduce friction |
| En ligne : |
https://drive.google.com/file/d/1dBgTLOYzwQVYcU5HN6B189CV1VO44_oe/view?usp=drive [...] |
| Format de la ressource électronique : |
Pdf |
| Permalink : |
https://e-campus.itech.fr/pmb/opac_css/index.php?lvl=notice_display&id=33162 |
in KUNSTSTOFFE INTERNATIONAL > Vol. 109, N° 9 (09/2019) . - p. 89-93
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