A Holistic Framework for AI Systems in Industrial Applications

Titelangaben

Kaymakci, Can ; Wenninger, Simon ; Sauer, Alexander:
A Holistic Framework for AI Systems in Industrial Applications.
In: Proceedings of the 16th International Conference on Wirtschaftsinformatik (WI). - Duisburg, Germany , 2021

Angaben zu Projekten

Abstract

Although several promising use cases for artificial intelligence (AI) for manufacturing companies have been identified, these are not yet widely used. Existing literature covers a variety of frameworks, methods and processes related to AI systems. However, the application of AI systems in manufacturing companies lacks a uniform understanding of components and functionalities as well as a structured process that supports developers and project managers in planning, implementing, and optimizing AI systems. To close this gap, we develop a generic conceptual model of an AI system for the application in manufacturing systems and a four-phase model to guide developers and project managers through the realization of AI systems.