Artificial intelligence in structural health management of existing bridges

VM Di Mucci, A Cardellicchio, S Ruggieri… - Automation in …, 2024 - Elsevier
The paper presents a systematic review about the use of artificial intelligence (AI) in the field
of structural health management of existing bridges. Using the PRISMA protocol, 81 journal …

Bridge Performance Prediction Based on a Novel SHM‐Data Assimilation Approach considering Cyclicity

G Qu, L Sun, H Huang - Structural Control and Health …, 2023 - Wiley Online Library
Modern bridges are monitored by an increasing network of sensors that produce massive
data for bridge performance prediction. Reasonably and dynamically predicting with …

Structural damage quantification in shear buildings using mode shape slope ratio

K Roy - Structural Health Monitoring, 2023 - journals.sagepub.com
Mode shape-based techniques are very popular among researchers since the last two
decades and varying levels of success have been achieved towards identifying damage …

Machine learning approach for predicting impedance signatures of construction steel structures in various tensile pull actions

L Parida, S Moharana, SK Giri - Materials Today: Proceedings, 2023 - Elsevier
The detection of structural damage based on the electromechanical impedance technique is
proven to have a greater sensitivity to structures based on baseline impedance signature …

Deep learning-based bridge damage identification approach inspired by internal force redistribution effects

K Yang, Y Ding, H Jiang, Y Zhang… - Structural Health …, 2024 - journals.sagepub.com
Damage identification has always been one of the core functions of bridge structural health
monitoring (SHM) systems. Damage identification techniques based on deep learning (DL) …

CCTV camera array for the displacement and strain measurement of a beam specimen in a laboratory

R Tuladhar, P Thammarak, S Elias - Buildings, 2022 - mdpi.com
The available conventional sensors, like displacement transducers, used in the Structural
Engineering Laboratory are expensive. In addition to that, the need for data acquisition …

[PDF][PDF] CCTV Camera Array for the Displacement and Strain Measurement of a Beam Specimen in a Laboratory. Buildings 2022, 12, 1778

R Tulandhar, P Thammarak, S Elias - 2022 - researchgate.net
The available conventional sensors, like displacement transducers, used in the Structural
Engineering Laboratory are expensive. In addition to that, the need for data acquisition …

[PDF][PDF] Full-Scale SHM of a Prestressed Concrete Bridge in Germany: Overview and Lessons Learned from a Long-Term Monitoring Campaign

FIH Sakiyama, G de Souza Veríssimo, FA Lehmann - abpe.org.br
The ability to track the structural condition of existing structures is one of the main concerns
of bridge owners and operators. The increasing demand for civil infrastructures, the aging of …