Combining material flow simulation and optimization for sustainable manufacturing - Application in automotive paint shops
Research output: Contribution to journal › Conference article › Contributed › peer-review
Contributors
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
Original language | English |
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Pages (from-to) | 659-664 |
Number of pages | 6 |
Journal | Procedia CIRP |
Volume | 122 |
Publication status | Published - 2024 |
Peer-reviewed | Yes |
Conference
Title | 31st CIRP Conference on Life Cycle Engineering |
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Abbreviated title | LCE 2024 |
Conference number | 31 |
Duration | 19 - 21 June 2024 |
Website | |
Location | Politecnico di Torino |
City | Turin |
Country | Italy |
Keywords
Sustainable Development Goals
ASJC Scopus subject areas
Keywords
- Energy, Optimization, Simulation, Sustainable manufacturing