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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction - Brossura
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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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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Editore:
Karlsruher Institut Für Technologie Jul 2024, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 278 pp. Englisch. Codice articolo 9783731513520
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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Editore:
Karlsruher Institut Für Technologie, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9783731513520
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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Editore:
Karlsruher Institut Für Technologie Jul 2024, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
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Taschenbuch
Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 278 pp. Englisch. Codice articolo 9783731513520
Quantità: 2 disponibili
Immagini fornite dal venditore
Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Editore:
Karlsruher Institut für Technologie, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
Nuovo
Taschenbuch
Da: preigu, Osnabrück, Germania
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Taschenbuch. Condizione: Neu. Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction | Yannick Lingelbach | Taschenbuch | Englisch | 2024 | Karlsruher Institut für Technologie | EAN 9783731513520 | Verantwortliche Person für die EU: KIT Scientific Publishing, Straße am Forum 2, 76131 Karlsruhe, info[at]ksp[dot]kit[dot]edu | Anbieter: preigu. Codice articolo 129705145
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