Real-time arc-welding defect detection and classification with principal component analysis and artificial neural networks
- Author
- MIRAPEIX, J1 ; CARCIA-ALLENDE, P. B1 ; COBO, A1 ; CONDE, O. M1 ; LOPEZ-HIGUERA, J. M1
[1] Grupo de Ingeniería Fotónica; Dep.. T.E.I.S.A., Universidad de Cantabria, Avda. Los Castras s/n, 39005 Santander, Spain - Source
NDT & E international. 2007, Vol 40, Num 4, pp 315-323, 9 p ; ref : 17 ref
- ISSN
- 0963-8695
- Scientific domain
- Mechanical engineering
- Publisher
- Elsevier Science, Oxford
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Arc welding Artificial neural network PCA Plasma emission Spectroscopy
- Keyword (fr)
- Acier inoxydable Analyse composante principale Analyse statistique Approche probabiliste Assemblage soudé Caractéristique spectrale Classification automatique Compression donnée Corrélation Défaut soudure Détection défaut Mesure automatique Mesure température Métrologie Réseau neuronal Soudage arc Soudure longitudinale Temps réel
- Keyword (en)
- Stainless steel Principal component analysis Statistical analysis Probabilistic approach Welded joint Spectral data Automatic classification Data compression Correlation Weld defect Defect detection Automatic measurement Temperature measurement Metrology Neural network Arc welding Longitudinal weld Real time
- Keyword (es)
- Acero inoxidable Análisis componente principal Análisis estadístico Enfoque probabilista Ensamblaje soldado Característica espectral Clasificación automática Compresión dato Correlación Defecto soldadura Detección imperfección Medición automática Medida temperatura Metrología Red neuronal Soldadura arco Soldadura longitudinal Tiempo real
- Keyword (de)
- Nichtrostender Stahl Statistische Analyse Schweissverbindung Schweissfehler Fehlernachweis Automatisches Messen Temperaturmessung Metrologie Lichtbogenschweissen Laengsnaht
- Classification
- Pascal
- 001 Exact sciences and technology / 001B Physics / 001B80 Cross-disciplinary physics: materials science; rheology / 001B80A Materials science / 001B80A70 Materials testing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D11 Metals. Metallurgy / 001D11D Joining, thermal cutting: metallurgical aspects / 001D11D01 Welding
- Discipline
- Metals. Metallurgy Physics and materials science
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 18688146
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.ndteint.2006.12.001 
https://dx.doi.org/10.1016/j.ndteint.2006.12.001
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