This is a Python implementation of the paper titled "Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks". A binary classification problem is ...

structural-health-monitoring damage-detection vibration-analysis operational-modal-analysis environmental-and-operational-mitigation Updated on Feb 2, 2024 Python ...

An effective structural health monitoring system ensures that bridge structures are safe and durable. This paper introduces an innovative approach toward the automation of bridge inspection and the ...

Abstract Need for developing efficient non-destructive damage detection procedures for civil engineering structures is growing rapidly. This paper presents a methodology for detection and ...

Structural health monitoring (SHM) and damage detection are rapidly evolving disciplines aimed at ensuring the longevity, safety and reliability of civil and industrial structures.

Structural health monitoring (SHM) is an important application area for wireless sensor networks. SHM techniques attempt to autonomously detect and localize damage in large civil structures.

Then, damage detection of a 16-story shear frame verifies the sensitivity analysis results and show the detectability of these two vectors. Finally, real structural application of I-40 Bridge is used ...

Abstract A method is proposed for detecting damage to shear structures by using Support Vector Machine (SVM) and only the first three natural frequencies of the translational modes. This method is ...