Production Planning and Control in Industry 4.0: Overview on Challenges of Data-Driven PPC Systems

The integration of Industry 4.0 technologies offers significant potential to transform production planning and control (PPC) systems, but organizations face various challenges in adopting data-driven solutions. This paper examines 51 review articles published between 2019 and February 2025 and identifies 30 different challenges categorized into entry barriers, data-related issues, complexity of PPC tasks, and operational constraints. Overcoming these challenges will require not only technical solutions, but also holistic approaches, including interdisciplinary research. Future work should involve practitioners to evaluate the relevance of these challenges, as their importance has not been assessed from an industry perspective.

Authors

Institutions

Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.09.211
Citations
1
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
1.24
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Production Planning and Control in Industry 4.0: Overview on Challenges of Data-Driven PPC Systems

J. P. Maule, Gesa Götte
1 citations
IFAC-PapersOnLine
Digital Transformation in Industry
1.24
article

Production Planning and Control in Industry 4.0: Overview on Challenges of Data-Driven PPC Systems

J. P. Maule, Gesa Götte
article en
1 citations

Abstract

The integration of Industry 4.0 technologies offers significant potential to transform production planning and control (PPC) systems, but organizations face various challenges in adopting data-driven solutions. This paper examines 51 review articles published between 2019 and February 2025 and identifies 30 different challenges categorized into entry barriers, data-related issues, complexity of PPC tasks, and operational constraints. Overcoming these challenges will require not only technical solutions, but also holistic approaches, including interdisciplinary research. Future work should involve practitioners to evaluate the relevance of these challenges, as their importance has not been assessed from an industry perspective.

IFAC-PapersOnLineVol. 59(10)
Fraunhofer Institute for Factory Operation and Automation (DE)
Openalex Percentile: Top 15%
Digital Transformation in Industry
1.24
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.