A data-oriented shopfloor management in the production context: a systematic literature review

Abstract Data not only plays an essential role in traditional shopfloor management, but it is also becoming even more important in Industry 4.0, particularly due to the increasing possibilities offered by new digital and data technologies and developments. In this context, the literature often refers to digital shopfloor management, the next generation shopfloor or other evolutionary synonyms. This raises the question of how to differentiate the content of data-oriented shopfloor management from digital shopfloor management. This paper discusses the state of the art — in terms of both data and digital perspectives — using a systematic literature review. Due to the complexity of the topic, three different levels of consideration — technology, organisation and people — are examined and discussed. Existing conceptual approaches are analysed in terms of conclusions and research gaps. It was found that the area of technology, including dedicated applications, is very well represented and researched in the literature. In comparison, there are larger research gaps in the other areas of organisation and people, which could be a possible reason for the lack of implementation of digital shopfloor management in practice. There is also a lack of holistic approaches that consider all three levels simultaneously and provide an overarching concept of maturity as a guideline, as well as taking into account the increasing trend towards value stream orientation. Apart from the research gaps, this paper could also define the term data-oriented shopfloor management and distinguish it from digital shopfloor management.

Authors

Institutions

Publication Details

Journal
The International Journal of Advanced Manufacturing Technology
Published
2024-09-17
DOI
https://doi.org/10.1007/s00170-024-14238-8
Citations
9
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
3.14

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A data-oriented shopfloor management in the production context: a systematic literature review

Herwig Winkler, Patrick Eichenseer
9 citations
The International Journal of Advanced Manufacturing Technology
Digital Transformation in Industry
3.14
article

A data-oriented shopfloor management in the production context: a systematic literature review

Herwig Winkler, Patrick Eichenseer
article en
9 citations

Abstract

Abstract Data not only plays an essential role in traditional shopfloor management, but it is also becoming even more important in Industry 4.0, particularly due to the increasing possibilities offered by new digital and data technologies and developments. In this context, the literature often refers to digital shopfloor management, the next generation shopfloor or other evolutionary synonyms. This raises the question of how to differentiate the content of data-oriented shopfloor management from digital shopfloor management. This paper discusses the state of the art — in terms of both data and digital perspectives — using a systematic literature review. Due to the complexity of the topic, three different levels of consideration — technology, organisation and people — are examined and discussed. Existing conceptual approaches are analysed in terms of conclusions and research gaps. It was found that the area of technology, including dedicated applications, is very well represented and researched in the literature. In comparison, there are larger research gaps in the other areas of organisation and people, which could be a possible reason for the lack of implementation of digital shopfloor management in practice. There is also a lack of holistic approaches that consider all three levels simultaneously and provide an overarching concept of maturity as a guideline, as well as taking into account the increasing trend towards value stream orientation. Apart from the research gaps, this paper could also define the term data-oriented shopfloor management and distinguish it from digital shopfloor management.

The International Journal of Advanced Manufacturing TechnologyVol. 134(9-10)
Brandenburg University of Technology Cottbus-Senftenberg (DE)
Brandenburgische Technische Universität Cottbus-Senftenberg
Openalex Percentile: Top 8%
Digital Transformation in Industry
3.14
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A data-oriented shopfloor management in the production context: a systematic literature review — Herwig Winkler, Patrick Eichenseer · The International Journal of Advanced Manufacturing Technology (2024) | TGRS Research Map | TGRS