Bringing Advanced Analytics to Manufacturing: A Systematic Mapping - Advances in Production Management Systems. Production Management for the Factory of the Future Access content directly
Conference Papers Year : 2019

Bringing Advanced Analytics to Manufacturing: A Systematic Mapping

Abstract

Advanced analytics has the potential to redefine manufacturing. However, practical implementation is in its infancy. One reason is a lack of management tools that enable decision-makers to choose suitable techniques from advanced analytics for domain-specific problems in manufacturing. This paper uses a systematic mapping review in order to identify seven application areas to which analytics can add substantial value. Each area is then matched with suitable techniques from the field of advanced analytics. The resulting systematic map provides a novel management tool for the purpose of identifying promising analytics projects in manufacturing and thus facilitates decision-making.
Fichier principal
Vignette du fichier
489100_1_En_42_Chapter.pdf (1.08 Mo) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02419212 , version 1 (19-12-2019)

Licence

Attribution

Identifiers

Cite

Hergen Wolf, Rafael Lorenz, Mathias Kraus, Stefan Feuerriegel, Torbjørn H. Netland. Bringing Advanced Analytics to Manufacturing: A Systematic Mapping. IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2019, Austin, TX, United States. pp.333-340, ⟨10.1007/978-3-030-30000-5_42⟩. ⟨hal-02419212⟩
276 View
74 Download

Altmetric

Share

Gmail Facebook X LinkedIn More