A big step ahead in Metal Science and Technology through the application of Artificial Intelligence
V Colla - IFAC-PapersOnLine, 2022 - Elsevier
Digitalization is a key enabling factor of the dramatic transformation of metal industry since
the 90-ies. Important applications were implemented since then, exploiting multi-physical …
the 90-ies. Important applications were implemented since then, exploiting multi-physical …
Artificial intelligence approaches for the ladle predictive maintenance in electric steel plant
M Vannucci, V Colla, M Chini, D Gaspardo, B Palm - IFAC-PapersOnLine, 2022 - Elsevier
This paper presents an Artificial Intelligence based tool for real-time estimation of ageing
status of all the ladles operating within an electric steelworks. The developed system …
status of all the ladles operating within an electric steelworks. The developed system …
[HTML][HTML] A comprehensive design approach to increase the performance of steels under minimal costs and environmental impacts
A Gramlich, C Helbig, M Schmidt… - Sustainable Materials and …, 2024 - Elsevier
The requirements for new materials are increasing, as multidimensional criteria should be
included in the material design process. A comprehensive approach for designing new …
included in the material design process. A comprehensive approach for designing new …
Artificial Intelligence and Machine Learning In Metallurgy. Part 2. Application Examples
PY Zhikharev, AV Muntin, DA Brayko, MO Kryuchkova - Metallurgist, 2024 - Springer
The paper offers a detailed description of the application and significance of machine
learning methods during various processing stages of modern metallurgy. The relevance of …
learning methods during various processing stages of modern metallurgy. The relevance of …
Mathematical statement and solution of enterprise equipment maintenance and repair scheduling problem
DA Gurianov, KS Myshenkov… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Equipment condition management is a key part of enterprise management process.
Repairment and equipment maintenance scheduling are the main purpose of equipment …
Repairment and equipment maintenance scheduling are the main purpose of equipment …
A Novel Approach to Jominy Profile Prediction Based on 1D Convolutional Neural Networks and Autoencoders that Supports Transfer Learning
M Vannucci, V Colla - International Work-Conference on Artificial Neural …, 2023 - Springer
This paper introduces a novel method for the estimation the Jominy profile of steel based on
its composition, by combining autoencoders and 1-D Convolutional Neural Networks. The …
its composition, by combining autoencoders and 1-D Convolutional Neural Networks. The …
[PDF][PDF] Un approccio predittivo al design degli acciai da cementazione
R Valentini, V Colla, L Bacchi, E Morgano - La Metallurgia Italiana, 2022 - aimnet.it
Il processo di cementazione è un trattamento superficiale applicato solitamente ad acciai a
basso tenore di carbonio per assicurare una buona tenacità dopo la bonifica e, allo stesso …
basso tenore di carbonio per assicurare una buona tenacità dopo la bonifica e, allo stesso …
[PDF][PDF] A predictive approach to case hardening steel design| Un approccio predittivo al design degli acciai da cementazione
R Valentini, V Colla, L Bacchi, E Morgano - La Metallurgia Italiana, 2022 - iris.sssup.it
Il processo di cementazione è un trattamento superficiale applicato solitamente ad acciai a
basso tenore di carbonio per assicurare una buona tenacità dopo la bonifica e, allo stesso …
basso tenore di carbonio per assicurare una buona tenacità dopo la bonifica e, allo stesso …