Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring

While machine learning (ML) has been quite successful in the field of structural health monitoring (SHM), its practical implementation has been limited. This is because ML model training requires data containing a variety of distinct instances of damage captured from a real structure and the experim...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Machine Learning and Knowledge Extraction
المؤلفون الرئيسيون: Abhijeet Kumar, Anirban Guha, Sauvik Banerjee
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2023-12-01
الموضوعات:
domain transfer
structural health monitoring
vibration
deep leaning
experimental data generation
الوصول للمادة أونلاين:https://www.mdpi.com/2504-4990/6/1/2

الانترنت

https://www.mdpi.com/2504-4990/6/1/2

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