Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry

Ongoing Applications, Perspectives and Future Trends

AvValentina Colla,Costanzo Pietrosanti

Häftad, Engelska, 2021

Del i serien Advances in Intelligent Systems and Computing

1 800 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book collects perceptions and needs expectations and experiences concerning the application of Artificial Intelligence (AI) and Machine Learning in the steel sector.

Produktinformation

Utgivningsdatum:2021-02-05
Mått:155 x 235 x 10 mm
Vikt:265 g
Format:Häftad
Språk:Engelska
Serie:Advances in Intelligent Systems and Computing
Antal sidor:152
Förlag:Springer Nature Switzerland AG
ISBN:9783030693664

Utforska kategorier

Innehållsförteckning

Challenges and frontiers in implementing artificial intelligence in process industry .- Data Pre–processing for effective design of Machine Learning-based models in the steel sector .- Quantifying uncertainty in physics-informed variational autoencoders for anomaly detection.- Mapping of Standardized State Machines to Utilize Machine Learning Models in Process Control Environments.- Quality4.0 - Transparent product quality supervision in the age of Industry 4.0.- Artificial Intelligence and Machine Learning techniques for generation and assessment of products properties data.- The use of advanced data analytics to monitor process-induced changes to the microstructure and mechanical properties in flat steel strip.- Unsupervised Deep Learning for Detection of Non-uniform Surface Defect Distributions in Flat Steel Production.- Machine Learning-based models for supporting optimal exploitation of process off-gases in integrated steelworks.- Industrial Cyber Security at the Network Edge: theBRAINE Project approach.- Smart Steel Pipe Production Plant via Cognitive Digital Twins: A Case Study on Digitalization of Spiral Welded Pipe Machinery.- TSorage: A Modern and Resilient Platform for Time Series Management at Scale.