Name: Smart Agents for the Industry 4. 0: Enabling Machine Learning in Industrial Production (en Inglés)
SKU: 62104937
Price: 153000.00 CLP
Availability: InStock
Author: Max Hoffmann
ISBN: 9783658277444

portada Smart Agents for the Industry 4. 0: Enabling Machine Learning in Industrial Production (en Inglés)

Smart Agents for the Industry 4. 0: Enabling Machine Learning in Industrial Production (en Inglés)

Formato

Libro Físico

Editorial

Springer Vieweg

Autor

Max Hoffmann

Idioma

Inglés

N° páginas

352

Encuadernación

Tapa Blanda

ISBN13

9783658277444

N° edición

Smart Agents for the Industry 4. 0: Enabling Machine Learning in Industrial Production (en Inglés)

Max Hoffmann (Autor) · Springer Vieweg · Tapa Blanda

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Reseña del libro "Smart Agents for the Industry 4. 0: Enabling Machine Learning in Industrial Production (en Inglés)"

Max Hoffmann describes the realization of a framework that enables autonomous decision-making in industrial manufacturing processes by means of multi-agent systems and the OPC UA meta-modeling standard. The integration of communication patterns and SOA with grown manufacturing systems enables an upgrade of legacy environments in terms of Industry 4.0 related technologies. The added value of the derived solutions are validated through an industrial use case and verified by the development of a demonstrator that includes elements of self-optimization through Machine Learning and communication with high-level planning systems such as ERP.About the Author: Dr.-Ing. Max Hoffmann is a scientific researcher at the Institute of Information Management in Mechanical Engineering, RWTH Aachen University, Germany, and leads the group "Industrial Big Data". His research emphasizes on production optimization by means of data integration through interoperability and communication standards for industrial manufacturing and integrated analysis by using Machine Learning and stream-based information processing.