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Multi-Objective Mathematical Optimization in Assisted Production Planning

Schäfer, Louis 1; Tse, Stefan 1; May, Marvin Carl ORCID iD icon 1; Lanza, Gisela 1
1 Institut für Produktionstechnik (WBK), Karlsruher Institut für Technologie (KIT)

Abstract:

In today's fast-paced technological landscape, products are constantly evolving, and mass customization is providing customers with personalized goods. However, despite these advancements, production planning processes in manufacturing companies are still predominantly manual and time-consuming. The need for increased efficiency in planning becomes crucial as the frequency of production planning activities rises due to shorter time-to-market and higher product variance. Addressing the complex challenge of line balancing, the article highlights the limitations of manual planning in Excel and advocates for the application of Operations Research (OR) methods through a novel research approach. The proposed methodology aims to use multi-objective mathematical optimization to systematically find solutions for Assembly Line Design (ALD), providing a more efficient alternative to traditional manual planning with the ability to quantitatively compare various optimization criteria. This work thus provides an essential basis for the optimization of a complex closed-loop factory, as planning in remanufacturing considers uncertainties with constant reconfiguration.


Postprint §
DOI: 10.5445/IR/1000172572
Veröffentlicht am 17.07.2024
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Produktionstechnik (WBK)
Publikationstyp Proceedingsbeitrag
Publikationsmonat/-jahr 07.2024
Sprache Englisch
Identifikator KITopen-ID: 1000172572
Erschienen in EurOMA - Transforming People and Processes for a better World, Barcelona, 29.06.-04.07.2024
Veranstaltung 31st EurOMA - Transforming People and Processes for a better World (2024), Barcelona, Spanien, 29.06.2024 – 04.07.2024
Schlagwörter Assisted Production Planning, Operational Excellence, Mathematical Optimization, Circular Factory, Remanufacturing
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