1.4k citations · 1.6k across the 10 of their papers we have counts for
4 papers · 1 filter
Generative Adversarial Networks for Labelled Vibration Data Generation
Furkan Luleci, F. Necati Catbas, Onur Avci
As Structural Health Monitoring (SHM) being implemented more over the years, the use of operational modal analysis of civil structures has become more significant for the assessmen…
Generative Adversarial Networks for Data Generation in Structural Health Monitoring
Furkan Luleci, F. Necati Catbas, Onur Avci
Structural Health Monitoring (SHM) has been continuously benefiting from the advancements in the field of data science. Various types of Artificial Intelligence (AI) methods have b…
Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection
Furkan Luleci, F. Necati Catbas, Onur Avci
There has been a major advance in the field of Data Science in the last few decades, and these have been utilized for different engineering disciplines and applications. Artificial…
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks
Turker Ince, Junaid Malik, Ozer Can Devecioglu +4
Preventive maintenance of modern electric rotating machinery (RM) is critical for ensuring reliable operation, preventing unpredicted breakdowns and avoiding costly repairs. Recent…