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Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking.

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Title: Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking.
Authors: Kubik, Christian1, kubik@ptu.tu.darmstadt.de, Knauer, Sebastian Michael1, Groche, Peter1
Source: Journal of Intelligent Manufacturing; Jan2022, Vol. 33 Issue 1, p259-282, 24p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 154503441
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking.
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  Data: <searchLink fieldCode="AU" term="%22Kubik%2C+Christian%22">Kubik, Christian</searchLink><relatesTo>1</relatesTo>, <i>kubik@ptu.tu.darmstadt.de</i><br /><searchLink fieldCode="AU" term="%22Knauer%2C+Sebastian+Michael%22">Knauer, Sebastian Michael</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Groche%2C+Peter%22">Groche, Peter</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; Jan2022, Vol. 33 Issue 1, p259-282, 24p
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      – Type: doi
        Value: 10.1007/s10845-021-01789-w
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      – Code: eng
        Text: English
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        PageCount: 24
        StartPage: 259
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      – TitleFull: Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking.
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            NameFull: Kubik, Christian
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            NameFull: Knauer, Sebastian Michael
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              Text: Jan2022
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              Y: 2022
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              Value: 33
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