Reducing false damage detections in guided ultrasonic wave monitoring systems using a denoising autoencoder-Reference-Cited by-同舟云学术

Reducing false damage detections in guided ultrasonic wave monitoring systems using a denoising autoencoder

Published:2024-05-04 Issue: Volume: Page:1-31
ISSN:1058-9759
Container-title:Nondestructive Testing and Evaluation
language:en
Short-container-title:Nondestructive Testing and Evaluation

Author:

Kong Chen Yon¹²,Bakhary Norhisham¹³,Padil Khairul Hazman¹⁴,Li Jun⁵,Shamsudin Mohd Fairuz⁶

Affiliation:

1. Faculty of Civil Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

2. Research and Development Department, VRG Dinamik Sdn. Bhd ., Kuala Lumpur, Malaysia

3. Institute of Noise and Vibration, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia

4. Forensic Engineering Centre, Institute for Smart Infrastructure and Innovative Construction, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

5. Centre for Infrastructural Monitoring and Protection, School of Civil and Mechanical Engineering, Curtin University, Bentley, WA, Australia

6. Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

Funder

Ministry of Higher Education, Malaysia

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/10589759.2024.2351142

Reference51 articles.

1. Pipeline condition monitoring towards digital twin system: A case study

2. Time-domain spectral finite element method for analysis of torsional guided waves scattering and mode conversion by cracks in pipes

3. Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison

4. Reducing false alarms in guided waves structural health monitoring of pipelines: Review synthesis and debate

5. Acoustic and ultrasonic techniques for defect detection and condition monitoring in water and sewerage pipes: A review