Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction
10.1088/1757-899X/436/1/012020
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2020
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sg-nus-scholar.10635-1746612024-04-04T02:31:37Z Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction Ye D.S. Fuh Y.H.J. Zhang Y.J. Hong G.S. Zhu K.P. MECHANICAL ENGINEERING 3D printers Acoustic waves Defects Discriminant analysis Fisher information matrix Industrial research Melting Process monitoring Support vector machines Defect diagnosis Defects recognition Dimension reduction Discriminant models Feature reduction Fisher discriminant analysis Selective laser melting Training and testing Principal component analysis 10.1088/1757-899X/436/1/012020 IOP Conference Series: Materials Science and Engineering 436 1 12020 2020-09-08T03:54:12Z 2020-09-08T03:54:12Z 2018 Conference Paper Ye D.S., Fuh Y.H.J., Zhang Y.J., Hong G.S., Zhu K.P. (2018). Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction. IOP Conference Series: Materials Science and Engineering 436 (1) : 12020. ScholarBank@NUS Repository. https://doi.org/10.1088/1757-899X/436/1/012020 1757-8981 https://scholarbank.nus.edu.sg/handle/10635/174661 Unpaywall 20200831 |
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National University of Singapore |
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NUS Library |
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Asia |
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Singapore Singapore |
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| topic |
3D printers Acoustic waves Defects Discriminant analysis Fisher information matrix Industrial research Melting Process monitoring Support vector machines Defect diagnosis Defects recognition Dimension reduction Discriminant models Feature reduction Fisher discriminant analysis Selective laser melting Training and testing Principal component analysis |
| spellingShingle |
3D printers Acoustic waves Defects Discriminant analysis Fisher information matrix Industrial research Melting Process monitoring Support vector machines Defect diagnosis Defects recognition Dimension reduction Discriminant models Feature reduction Fisher discriminant analysis Selective laser melting Training and testing Principal component analysis Ye D.S. Fuh Y.H.J. Zhang Y.J. Hong G.S. Zhu K.P. Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| description |
10.1088/1757-899X/436/1/012020 |
| author2 |
MECHANICAL ENGINEERING |
| author_facet |
MECHANICAL ENGINEERING Ye D.S. Fuh Y.H.J. Zhang Y.J. Hong G.S. Zhu K.P. |
| format |
Conference or Workshop Item |
| author |
Ye D.S. Fuh Y.H.J. Zhang Y.J. Hong G.S. Zhu K.P. |
| author_sort |
Ye D.S. |
| title |
Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| title_short |
Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| title_full |
Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| title_fullStr |
Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| title_full_unstemmed |
Defects Recognition in Selective Laser Melting with Acoustic Signals by SVM Based on Feature Reduction |
| title_sort |
defects recognition in selective laser melting with acoustic signals by svm based on feature reduction |
| publishDate |
2020 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/174661 |
| _version_ |
1800914266810744832 |