Early prediction of wind turbine anomalies using 1D-CNN and temporal feature engineering on multi-source SCADA data.
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| Title: | Early prediction of wind turbine anomalies using 1D-CNN and temporal feature engineering on multi-source SCADA data. |
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| Authors: | Ata, Mohamed Maher1 (AUTHOR) momaher@zewailcity.edu.eg, Osama, Shorok2 (AUTHOR), Ibraheem, Mai Ramadan3 (AUTHOR), Abas, Ahmed R.2 (AUTHOR) |
| Source: | Scientific Reports. 3/21/2026, Vol. 16 Issue 1, p1-28. 28p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 192480750 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Early prediction of wind turbine anomalies using 1D-CNN and temporal feature engineering on multi-source SCADA data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Ata%2C+Mohamed+Maher%22">Ata, Mohamed Maher</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> momaher@zewailcity.edu.eg</i><br /><searchLink fieldCode="AR" term="%22Osama%2C+Shorok%22">Osama, Shorok</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ibraheem%2C+Mai+Ramadan%22">Ibraheem, Mai Ramadan</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Abas%2C+Ahmed+R%2E%22">Abas, Ahmed R.</searchLink><relatesTo>2</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 3/21/2026, Vol. 16 Issue 1, p1-28. 28p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192480750 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-41571-7 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 28 StartPage: 1 Titles: – TitleFull: Early prediction of wind turbine anomalies using 1D-CNN and temporal feature engineering on multi-source SCADA data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ata, Mohamed Maher – PersonEntity: Name: NameFull: Osama, Shorok – PersonEntity: Name: NameFull: Ibraheem, Mai Ramadan – PersonEntity: Name: NameFull: Abas, Ahmed R. IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 03 Text: 3/21/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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