Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Osama Abdeljaber; Onur Avcı; Serkan Kıranyaz; Moncef Gabbouj; Daniel J. Inman

doi:10.1016/j.jsv.2016.10.043

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Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Osama Abdeljaber Onur Avcı Serkan Kıranyaz Moncef Gabbouj Daniel J. Inman

Year: 2016 Journal: Journal of Sound and Vibration Vol: 388 Pages: 154-170 Publisher: Elsevier BV

DOI: 10.1016/j.jsv.2016.10.043

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Keywords:

Structural health monitoring Computer science Convolutional neural network Classifier (UML) Feature extraction Fuse (electrical) Vibration Computation Artificial intelligence Pattern recognition (psychology) Aerospace Acceleration Structural engineering Engineering Algorithm Acoustics

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Topics

Structural Health Monitoring Techniques

Physical Sciences → Engineering → Civil and Structural Engineering

Infrastructure Maintenance and Monitoring

Physical Sciences → Engineering → Civil and Structural Engineering

Ultrasonics and Acoustic Wave Propagation

Physical Sciences → Engineering → Mechanics of Materials

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

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