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Procedure model for the development and launch of intelligent assistance systems

: Reichardt, P.; Lang, S.; Reggelin, T.

Volltext ()

Procedia computer science 180 (2021), S.968-977
ISSN: 1877-0509
International Conference on Industry 4.0 and Smart Manufacturing (ISM) <2, 2020, Online>
Zeitschriftenaufsatz, Elektronische Publikation
Fraunhofer IFF ()

The paper analyses the current state of knowledge on approaches for the practical implementation of machine learning based assistance systems for production planning and control. A concept of a procedure model for application-oriented projects in the field of industrial series production is proposed. It focusses on order sequencing and machine allocation in a real time production environment. As part of an application-oriented research project, a use case is referenced. In this paper, a first conceptual approach is presented, using the example of an industrial production of printed circuit boards. In the following steps, practical suitability is checked on the basis of the practical reference, conclusions are drawn and the methodology will be developed further. The aim is a generally valid procedure model for industrial series production.