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Smart Agents for the Industry 4.0: Enabling Machine Learning in Industrial Production

By (author) Max Hoffmann

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normal price: R 2,491.95

Price: R 2,242.95

| book description |

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.

| product details |



Normally shipped | Available from overseas. Delivery time is 14 - 21 days
Publisher | Springer Fachmedien Wiesbaden
Published date | 27 Sep 2020
Language |
Format | Paperback / softback
Pages | 318
Dimensions | 210 x 148 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-3-6582-7744-4
Readership Age |
BISAC | computers / artificial intelligence

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Normally shipped | This title will take longer to obtain, and should be delivered in 6-8 weeks
Readership Age |
Normal Price | R 5,125.95
 Price | R 4,613.95 | on special |



Normally shipped | Available from overseas. Usually dispatched in 14 days
Readership Age |
Normal Price | R 6,942.95
 Price | R 6,248.95 | on special |

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