Combining material flow simulation and optimization for sustainable manufacturing - Application in automotive paint shops

Publikation: Beitrag in FachzeitschriftKonferenzartikelBeigetragenBegutachtung

Beitragende

Abstract

The necessity for sophisticated decision support in industrial manufacturing has been described manifoldly and simulation approaches as well as optimization methods are continuously developed. This can be especially promising when it comes to decision-making with multidimensional requirements of economic and ecological efficiency. However, due to the required expert knowledge, there is still a gap between theoretically applicable and industrially applied methods. The paper therefore presents results of two use cases as part of the European project ECOFACT where different approaches for the combination of simulation and (heuristic) optimization were applied with industry partners. An overview of recent works and systematic literature reviews of sustainable manufacturing and the approaches for combining simulation and optimization is given. Correspondingly, the investigated use cases of automobile paint shops refer to the reduction of environmental impacts by optimized heating processes and an improved batching process to minimize paint waste. In the first case, setup times for heating color pools and ovens were shifted to avoid load peaks in a calculation time of less than one minute. In the second use case batch size was increased by around 25%.

Details

OriginalspracheEnglisch
Seiten (von - bis)659-664
Seitenumfang6
FachzeitschriftProcedia CIRP
Jahrgang122
PublikationsstatusVeröffentlicht - 2024
Peer-Review-StatusJa

Konferenz

Titel31st CIRP Conference on Life Cycle Engineering
KurztitelLCE 2024
Veranstaltungsnummer31
Dauer19 - 21 Juni 2024
Webseite
OrtPolitecnico di Torino
StadtTurin
LandItalien

Schlagworte

Ziele für nachhaltige Entwicklung

Schlagwörter

  • Energy, Optimization, Simulation, Sustainable manufacturing