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Name: Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry
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ISBN: 9783030693664

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Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry

(Paperback) | Released: 05 Feb 2021

By: Costanzo Pietrosanti (Edited) , Valentina Colla (Edited) | Publisher: Springer International Publishing | Publisher Imprint: Springer

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About the Book

Challenges and frontiers in implementing artificial intelligence in process industry

Marcus J. Neuer, Andreas Wolff, Norbert Holzknecht

Data Pre-processing for effective design of Machine Learning-based models in the steel sector

Silvia Cateni, Valentina Colla, Antonella Vignali, Marco Vannucci

Quantifying uncertainty in physics-informed variational autoencoders for anomaly detection

Marcus J. Neuer

Mapping of Standardized State Machines to Utilize Machine Learning Models in Process Control Environments

Julian Grothoff, Tobias Kleinert

Quality4.0 - Transparent product quality supervision in the age of Industry 4.0

Jens Brandenburger, Christoph Schirm, Josef Melcher, Edgar Hancke, Marco Vannucci, Valentina Colla, Silvia Cateni, Rami Sellami, Sébastien Dupont, Annick Majchrowski, Asier Arteaga

Artificial Intelligence and Machine Learning techniques for generation and assessment of products properties data

Marco Vannucci, Valentina Colla, Antonio Ritacco, Marco Vannocci, Antonella Vignali

The use of advanced data analytics to monitor process-induced changes to the microstructure and mechanical properties in flat steel strip

Frenk Van Den Berg, Danique Fintelman, Haibing Yang, Claudio Mocci, Marco Vannucci, Valentina Colla

Unsupervised Deep Learning for Detection of Non-uniform Surface Defect Distributions in Flat Steel Production

Nicolas Camargo Torres, Jens Brandenburger

Machine Learning-based models for supporting optimal exploitation of process off-gases in integrated steelworks

Ismael Matino, Stefano Dettori, Angelo Castellano, Ruben Matino, Claudio Mocci, Marco Vannocci, Alessandro Maddaloni, Valentina Colla, Andreas Wolff

Industrial Cyber Security at the Network Edge: the BRAINE Project approach

Francesco Paolucci, Pavel Burget, Victor Genin, Ela Kolis, Gheorghe Dobra, Lucian Cotet, Irina Busila, Sylvain Guilley, Philippe Nguyen, Youssef Souissi, Liran Liss, Boris Pismeny, Juan Jose Vegas Olmos, Filippo Cugini

Smart Steel Pipe Production Plant via Cognitive Digital Twins: A Case Study on Digitalization of Spiral Welded Pipe Machinery

Özlem Albayrak, Perin Ünal

TSorage: A Modern and Resilient Platform for Time Series Management at Scale

Mathieu Goeminne, Nico Salamone, Mohamed Boukhebouze, Stéphane Mouton

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Product Details

ISBN-13: 9783030693664
Publisher: Springer International Publishing
Publisher Imprint: Springer
Height: 234 mm
No of Pages: 152
Series Title: Advances in Intelligent Systems and Computing
Sub Title: Ongoing Applications, Perspectives and Future Trends
Width: 156 mm

ISBN-10: 303069366X
Publisher Date: 05 Feb 2021
Binding: Paperback
Language: English
Returnable: Y
Spine Width: 9 mm
Weight: 295 gr

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Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry

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