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Adaptive Multi-Priority Rule Approach To Control Agile Disassembly Systems In Remanufacturing

Wurster, Marco 1; Bail, Finn 1; Behrendt, Sebastian ORCID iD icon 1; Lanza, Gisela 1
1 Institut für Produktionstechnik (WBK), Karlsruher Institut für Technologie (KIT)

Abstract:

End-of-Life (EOL) products in remanufacturing are prone to a high degree of uncertainty in terms of product quantity and quality. Therefore, the industrial shift towards a circular economy emphasizes the need for agile and hybrid disassembly systems. These systems feature a dynamic material flow. Besides that, they combine the endurance of robots with the dexterity of human operators for an effective and economically reasonable EOL-product treatment. Moreover, being reconfigurable, agile disassembly systems allow an alignment of their functional and quantitative capacity to volatile production programs. However, changes in both the system configuration and the production program to be processed call for adaptive approaches to production control. This paper proposes a multi-priority rule heuristic combined with an optimization tool for adaptive re-parameterization. First, domain-specific priority rules are introduced and incorporated into a weighted priority function for disassembly task allocation. Besides that, a novel metaheuristic parameter optimizer is devised to facilitate the adaption of weights in response to evolving requirements in a reasonable timeframe. ... mehr


Verlagsausgabe §
DOI: 10.5445/IR/1000168520
Veröffentlicht am 19.02.2024
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Produktionstechnik (WBK)
Publikationstyp Proceedingsbeitrag
Publikationsmonat/-jahr 11.2023
Sprache Englisch
Identifikator KITopen-ID: 1000168520
Erschienen in Proceedings of the 5th Conference on Production Systems and Logistics (CPSL-2). Ed.: D. Herberger
Veranstaltung 5th Conference on Production Systems and Logistics (CPSL 2023), Stellenbosch, Südafrika, 14.11.2023 – 17.11.2023
Verlag publish-Ing.
Seiten 782-792
Schlagwörter Adaptive Production Control, Metaheuristics, Disassembly, Agile Systems, Priority Rules, Konferenzschrift, Dewey Decimal Classification::600 | Technik::620 | Ingenieurwissenschaften und Maschinenbau
Nachgewiesen in Scopus
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