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05/13/2023
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring
Automatic sensor-based detection of motor failures such as bearing fault...
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12/12/2022
Zero-Shot Motor Health Monitoring by Blind Domain Transition
Continuous long-term monitoring of motor health is crucial for the early...
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12/07/2022
Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping
Gathering properly labelled, adequately rich, and case-specific data for...
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02/16/2022
CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection
The accelerated advancements in the data science field in the last few d...
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12/07/2021
Generative Adversarial Networks for Labeled Data Creation for Structural Monitoring and Damage Detection
There has been a drastic progression in the field of Data Science in the...
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12/07/2021
Generative Adversarial Networks for Data Generation in Structural Health Monitoring
Structural Health Monitoring (SHM) has been continuously benefiting from...
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09/30/2021
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks
Preventive maintenance of modern electric rotating machinery (RM) is cri...
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04/09/2020
A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications
Monitoring structural damage is extremely important for sustaining and p...
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05/09/2019
