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2021 | OriginalPaper | Buchkapitel

An Association Rule-Based Approach for Storing Items in an AS/RS

verfasst von : Sara Antomarioni, Maurizio Bevilacqua, Filippo Emanuele Ciarapica

Erschienen in: Sustainable Design and Manufacturing 2020

Verlag: Springer Singapore

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Abstract

Warehouse management activities are critical from an organizational point of view since they can cause a sensitive loss of efficiency. When dealing with automated storage and retrieval systems, the allocation of items to a specific storage cell is a challenging issue since it is the unique modifiable variable due to the constructive characteristics of the warehouse. The vast amount of data available in this field allows the development of policies for an efficient allocation of the items through the development of data mining-based approaches. In this perspective, the current work proposes a roadmap for the allocation of items to the storage cells of an automated storage and retrieval system through the association rule mining. The procedure is, at first, generally described, and, then, applied to the case study of a shoe manufacturer.

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Titel: An Association Rule-Based Approach for Storing Items in an AS/RS
verfasst von: Sara Antomarioni
Maurizio Bevilacqua
Filippo Emanuele Ciarapica
Verlag: Springer Singapore
Buch: Sustainable Design and Manufacturing 2020
Print ISBN: 978-981-15-8130-4

Electronic ISBN: 978-981-15-8131-1

Copyright-Jahr: 2021
DOI: https://doi.org/10.1007/978-981-15-8131-1_6

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