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Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry: Ongoing Applications, Perspectives and Future Trends
Paperback
Series: Advances in Intelligent Systems and Computing, Book 1338
Technology & EngineeringGeneral Computers
ISBN13: 9783030693664
Publisher: Springer
Published: Feb 5 2021
Pages: 152
Weight: 0.54
Height: 0.36 Width: 6.14 Depth: 9.21
Language: English
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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