Development of Robust Machine Learning Models for Tool-Wear Monitoring in Blanking Processes Under Data Scarcity.
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| Title: | Development of Robust Machine Learning Models for Tool-Wear Monitoring in Blanking Processes Under Data Scarcity. |
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| Authors: | Hofmann, Johannes1, johannes.hofmann@ptu.tu-darmstadt.de, Veitenheimer, Ciarán-Victor1, Fei, Chenkai1, Chen, Chengting1, Wang, Haoyu1, Zhao, Lianhao1, Groche, Peter1 |
| Source: | Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10323, 13p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 188678706 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188678706 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/app151910323 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 10323 Titles: – TitleFull: Development of Robust Machine Learning Models for Tool-Wear Monitoring in Blanking Processes Under Data Scarcity. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hofmann, Johannes – PersonEntity: Name: NameFull: Veitenheimer, Ciarán-Victor – PersonEntity: Name: NameFull: Fei, Chenkai – PersonEntity: Name: NameFull: Chen, Chengting – PersonEntity: Name: NameFull: Wang, Haoyu – PersonEntity: Name: NameFull: Zhao, Lianhao – PersonEntity: Name: NameFull: Groche, Peter IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Text: Oct2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20763417 Numbering: – Type: volume Value: 15 – Type: issue Value: 19 Titles: – TitleFull: Applied Sciences (2076-3417) Type: main |
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