Technology developments in structural health monitoring of large-scale bridges

Vibration based structural health monitoring of an arch bridge: From automated OMA to damage detection

Magalhães, F., Cunha, A., & Caetano, E. (2012) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2011.06.011 · Cited by 655

A Systematic Review of Advanced Sensor Technologies for Non-Destructive Testing and Structural Health Monitoring

Hassani, S., & Dackermann, U. (2023) · Sensors · doi:10.3390/s23042204 · Cited by 492

State-of-the-art in structural health monitoring of large and complex civil infrastructures

Li, H.-N., Ren, L., Jia, Z.-G., Yi, T.-H., & Li, D.-S. (2016) · Journal of Civil Structural Health Monitoring · doi:10.1007/s13349-015-0108-9 · Cited by 274

Deployment of a Smart Structural Health Monitoring System for Long-Span Arch Bridges: A Review and a Case Study

Chen, Z., Zhou, X., Wang, X., Dong, L., & Qian, Y. (2017) · Sensors · doi:10.3390/s17092151 · Cited by 128

Constructing input to neural networks for modeling temperature-caused modal variability: mean temperatures, effective temperatures, and principal components of temperatures

Zhou, H. F., Ni, Y. Q., & Ko, J. M. (2010) · Engineering Structures · doi:10.1016/j.engstruct.2010.02.026 · Cited by 102

Cluster analysis of winds and wind-induced vibrations on a long-span bridge based on long-term field monitoring data

Li, S., Laima, S., & Li, H. (2017) · Engineering Structures · doi:10.1016/j.engstruct.2017.02.024 · Cited by 96

Modelling and forecasting of SHM strain measurement for a large-scale suspension bridge during typhoon events using variational heteroscedastic Gaussian process

Wang, Q.-A., Zhang, C., Ma, Z.-G., & Ni, Y.-Q. (2022) · Engineering Structures · doi:10.1016/j.engstruct.2021.113554 · Cited by 95

Compiling KB-sized machine learning models to tiny IoT devices

Gopinath, S., Ghanathe, N., Seshadri, V., & Sharma, R. (2019) · Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation · doi:10.1145/3314221.3314597 · Cited by 92

Eliminating Temperature Effect in Vibration-Based Structural Damage Detection

Zhou, H. F., Ni, Y. Q., & Ko, J. M. (2011) · Journal of Engineering Mechanics · doi:10.1061/(asce)em.1943-7889.0000273 · Cited by 91

A hybrid structural health monitoring approach for damage detection in steel bridges under simulated environmental conditions using numerical and experimental data

Svendsen, B. T., Øiseth, O., Frøseth, G. T., & Rønnquist, A. (2023) · Structural Health Monitoring · doi:10.1177/14759217221098998 · Cited by 88

Deep learning and data augmentation based data imputation for structural health monitoring system in multi-sensor damaged state

Hou, J., Jiang, H., Wan, C., Yi, L., Gao, S., Ding, Y., & Xue, S. (2022) · Measurement · doi:10.1016/j.measurement.2022.111206 · Cited by 86

Sensor Networks for Structures Health Monitoring: Placement, Implementations, and Challenges—A Review

Mustapha, S., Lu, Y., Ng, C.-T., & Malinowski, P. (2021) · Vibration · doi:10.3390/vibration4030033 · Cited by 84

Advances in the Structural Health Monitoring of Bridges Using Piezoelectric Transducers

Chen, Y., & Xue, X. (2018) · Sensors · doi:10.3390/s18124312 · Cited by 87

Lost data neural semantic recovery framework for structural health monitoring based on deep learning

Jiang, K., Han, Q., & Du, X. (2022) · Computer-Aided Civil and Infrastructure Engineering · doi:10.1111/mice.12850 · Cited by 77

Vibration-based damage detection of bridges under varying temperature effects using time-series analysis and artificial neural networks

Kostić, B., & Gül, M. (2017) · Journal of Bridge Engineering · doi:10.1061/(asce)be.1943-5592.0001085 · Cited by 74

Structural condition assessment of long-span suspension bridges using long-term monitoring data

Yang, D., Youliang, D., & Aiqun, L. (2010) · Earthquake Engineering and Engineering Vibration · doi:10.1007/s11803-010-9024-5 · Cited by 64

Regression models for structural health monitoring of welded bridge joints based on temperature, traffic and strain measurements

Farreras-Alcover, I., Chryssanthopoulos, M. K., & Andersen, J. E. (2015) · Structural Health Monitoring · doi:10.1177/1475921715609801 · Cited by 58

Field stress/displacement monitoring and fatigue reliability assessment of retrofitted steel bridge details

Guo, T., & Chen, Y.-W. (2011) · Engineering Failure Analysis · doi:10.1016/j.engfailanal.2010.09.014 · Cited by 58

Emerging data technology in structural health monitoring: compressive sensing technology

Bao, Y., Li, H., & Ou, J. (2014) · Journal of Civil Structural Health Monitoring · doi:10.1007/s13349-013-0064-1 · Cited by 43

Optimal sensor placement for damage detection of bridges subject to ship collision

Guo, Y. L., Ni, Y. Q., & Chen, S. K. (2017) · Structural Control and Health Monitoring · doi:10.1002/stc.1963 · Cited by 31