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Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction
In manufacturing, convolutional neural networks (CNNs) are widely used on image sensor data for data-driven process monitoring and quality prediction. However, as purely data-driven models, CNNs do not integrate physical measures or practical considerations into the model structure or training proce...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256050/ https://www.ncbi.nlm.nih.gov/pubmed/37300042 http://dx.doi.org/10.3390/s23115313 |