Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction (Schriftenreihe des Instituts ... Karlsruher Institut für Technologie) - Softcover
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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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Published by
Karlsruher Institut Für Technologie Jul 2024, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 278 pp. Englisch. Seller Inventory # 9783731513520
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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Published by
Karlsruher Institut Für Technologie Jul 2024, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. 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. 278 pp. Englisch. Seller Inventory # 9783731513520
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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Published by
Karlsruher Institut Für Technologie, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
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Taschenbuch. Condition: 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. Seller Inventory # 9783731513520
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Application of Data Mining and Machine Learning Methods to Industrial Heat Treatment Processes for Hardness Prediction
Published by
Karlsruher Institut für Technologie, 2024
ISBN 10: 3731513528
ISBN 13: 9783731513520
New
Taschenbuch
Seller: preigu, Osnabrück, Germany
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Taschenbuch. Condition: 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: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 129705145
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