Fault Detection of In-Service Bridge Expansion Joint Based on Voiceprint Recognition

<div>Hyperparameter optimization of each event segmentation model. (a) ANN (hyperparam: size of hidden layer). (b) SVM (hyperparam: regularization parameter). (c) STE (hyperparam: segmentation threshold). (d) STCZ (hyperparam: segmentation threshold).</div>

Structural Control and Health Monitoring

fig11

Figure 11

Figure 11: Fault Detection of In-Service Bridge Expansion Joint Based on Voiceprint Recognition 