Published: Jan. 1, 2024
Language: Английский
Published: Jan. 1, 2024
Language: Английский
Mechanical Systems and Signal Processing, Journal Year: 2024, Volume and Issue: 220, P. 111681 - 111681
Published: June 25, 2024
Language: Английский
Citations
20Engineering Structures, Journal Year: 2024, Volume and Issue: 314, P. 118390 - 118390
Published: June 12, 2024
Language: Английский
Citations
18Computer-Aided Civil and Infrastructure Engineering, Journal Year: 2024, Volume and Issue: 39(24), P. 3786 - 3804
Published: May 29, 2024
Abstract Rivets are critical mechanical fasteners in steel bridges, and rivet defects may cause catastrophic failure. This study proposes a convolutional neural network (CNN)‐based inspection system for fast identification diagnosis. Rivet states classified as normal, rusted, loose, missing. A CNN‐based training workflow was introduced to develop reliable diagnosis system. multiscale moving window searching technique proposed solve the challenge of small identification. continuous dataset enrichment strategy applied, which improves efficiency minimizes time. The model performance assessed based on historical bridge Gjerstad. significantly enhances rate 96.3%. classification accuracy robustness were evaluated, conditions leading unidentified rivets discussed summarized.
Language: Английский
Citations
12Mechanical Systems and Signal Processing, Journal Year: 2024, Volume and Issue: 218, P. 111543 - 111543
Published: June 1, 2024
Language: Английский
Citations
6Mechanical Systems and Signal Processing, Journal Year: 2024, Volume and Issue: 223, P. 111898 - 111898
Published: Sept. 4, 2024
Language: Английский
Citations
4Journal of Civil Structural Health Monitoring, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 28, 2025
Language: Английский
Citations
0Computers and Electronics in Agriculture, Journal Year: 2025, Volume and Issue: 234, P. 110200 - 110200
Published: March 9, 2025
Language: Английский
Citations
0Mechanical Systems and Signal Processing, Journal Year: 2025, Volume and Issue: 231, P. 112717 - 112717
Published: April 10, 2025
Language: Английский
Citations
0Transportation Geotechnics, Journal Year: 2024, Volume and Issue: 48, P. 101344 - 101344
Published: Aug. 23, 2024
Language: Английский
Citations
2Engineering Structures, Journal Year: 2024, Volume and Issue: 323, P. 119196 - 119196
Published: Nov. 3, 2024
Language: Английский
Citations
2