Smart Agents for the Industry 4.0

Name: Smart Agents for the Industry 4.0
Brand: Springer Fachmedien Wiesbaden
SKU: 9783658277413
Price: 146.8 EUR
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Enabling Machine Learning in Industrial Production

Автор: Max Hoffmann

Език:

Корици: С твърди корици

Издател: Springer Fachmedien Wiesbaden

Наличност: Външен склад

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Max Hoffmann describes the realization of a framework that enables autonomous decision-making in ind...

Информация за книгата

Автор

Max Hoffmann

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2019

страници

318

EAN

9783658277413

Enbook ID

24526023

Издател

Springer Fachmedien Wiesbaden

Теглоt

585

Размери

148 x 210 x 23

Пълно описание

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.

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Smart Agents for the Industry 4.0

Enabling Machine Learning in Industrial Production

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също