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Performance Analysis and Capacity Planning of Multi-stage Stochastic Order Fulfilment Systems with Levelled Order Release and Order Deadlines

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Order fulfilment systems are forced to manage a volatile customer demand while meeting customer-required short order deadlines. To handle these challenges, we introduce the Strategy of Levelled Order Release (LOR) for workload balancing over time. The contributions of this work are (1) the workload...

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Detalhes bibliográficos
Autor principal: Mohring, Uta (auth)
Formato: Recurso Electrónico Capítulo de Livro
Idioma:inglês
Publicado em: KIT Scientific Publishing 2022
Colecção:Wissenschaftliche Berichte des Instituts für Fördertechnik und Logistiksysteme des Karlsruher Instituts für Technologie 97
Assuntos:
Mechanical engineering & materials
Order fulfilment; Glättung; Kapazitätsplanung; Markov-Kette; ableitungsfreie Optimierung; order fulfilment; workload balancing; capacity planning; Markov chain; derivative-free optimisation
Acesso em linha:OAPEN Library: download the publication
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Descrição
Resumo:Order fulfilment systems are forced to manage a volatile customer demand while meeting customer-required short order deadlines. To handle these challenges, we introduce the Strategy of Levelled Order Release (LOR) for workload balancing over time. The contributions of this work are (1) the workload balancing concept LOR, (2) a discrete-time Markov chain for performance analysis, and (3) an algorithm for capacity planning under performance constraints in order fulfilment systems with LOR.
Descrição Física:1 electronic resource (284 p.)
ISBN:KSP/1000148098
Acesso:Open Access

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