Nonlinear autoregressive with exogenous input neural network for structural damage detection under ambient vibration

• Main Author: Umar, Sarehati
• Format: Thesis
• Language: English
• Published: 2020
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/92426/1/SarehatiUmarPSKA2020.pdf.pdf; http://eprints.utm.my/id/eprint/92426/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:138054
• Institution: Universiti Teknologi Malaysia

Time-series method has become of interest in damage detection, particularly for automated and continuous structural health monitoring. In comparison to the commonly used method based on modal data, time-series method offers a straightforward application due to having no requirement for modal analysi...