Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction - Couverture souple

Lingelbach, Yannick

 
9783731513520: Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Couverture souple
ISBN 10 : 3731513528 ISBN 13 : 9783731513520
Editeur : KIT Scientific Publishing, 2024

Synopsis

This work presents a data mining framework applied to industrial heattreatment (bainitization and case hardening) aiming to optimize processes and reduce costs. The framework analyses factors such as material, production line, and quality assessment for preprocessing, feature extraction, and drift corrections. Machine learning is employed to devise robust prediction strategies for hardness. Its implementation in an industry pilot demonstrates the economic benefits of the framework.

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Éditeur
KIT Scientific Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
3731513528
ISBN 13 
9783731513520
Reliure
Broché
Nombre de pages
278
Coordonnées du fabricant
non disponible
Personne responsable
info@bod.de
info@bod.de

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