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  4. Maturity Model for AI in Smart Production Planning and Control System
 
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2022
Journal Article
Title

Maturity Model for AI in Smart Production Planning and Control System

Abstract
The utilization of Artificial Intelligence (AI) to improve processes constitutes a main subject for many enterprises. The area of Production Planning and Control (PPC) possesses several functions that could profit from such approaches. However, manufacturing companies find themselves often limited in the application of these approaches. This paper concentrates on three elements to assist enterprises: 1) the clarification of what AI is (in the manufacturing context) and its application to the field of PPC; 2) a review performed together with manufacturing enterprises in Germany and Hungary in order to understand the obstacles for the implementation of AI; and 3) the proposal of a maturity model to help enterprises understand where they are in regards to AI, as a way to help them create a roadmap to achieve their objectives.
Author(s)
Colangelo, Eduardo
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Fries, Christian  
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Hinrichsen, Theresa-Franziska
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Szaller, Ádám
Budapest University of Technology and Economics  
Nick, Gabor
EPIC InnoLabs Nonprofit Ltd.
Journal
Procedia CIRP  
Project(s)
Centre of Excellence in Production Informatics and Control  
Global-leading smart manufacturing through digital platforms, cross-cutting features and skilled workforce  
Funding(s)
H2020  
Funder
Conference
Conference on Manufacturing Systems 2022  
Open Access
DOI
10.1016/j.procir.2022.05.014
Language
English
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Keyword(s)
  • Artificial Intelligence

  • Maturity Model

  • Production Planning and Control

  • Smart Production

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