Recent advances in researches on vehicle scanning method for bridges

ZL Wang, JP Yang, K Shi, H Xu, FQ Qiu… - International Journal of …, 2022 - World Scientific
The vehicle scanning method (VSM), an indirect approach for bridge measurement, has
attracted intensive attention since it was proposed by Yang and co-workers in 2004. This …

[HTML][HTML] A review of mobile sensing of bridges using moving vehicles: Progress to date, challenges and future trends

A Malekjafarian, R Corbally, W Gong - Structures, 2022 - Elsevier
Sensors installed on moving vehicles have been extensively used for condition monitoring
and structural assessment of bridges in the recent years. These methods which are known …

Structural health monitoring methods of cables in cable-stayed bridge: A review

L Zhang, G Qiu, Z Chen - Measurement, 2021 - Elsevier
Cables as the crucial components, its inspection is the key problem to ensure the safety of
cable-stayed bridge. Study of the monitoring methods of cable tension has practical …

Review of artificial intelligence-based bridge damage detection

Y Zhang, KV Yuen - Advances in Mechanical Engineering, 2022 - journals.sagepub.com
Bridges are often located in harsh environments and are thus extremely susceptible to
damage. If the initial damage is not detected in time, it can develop further causing safety …

A data-driven approach for drive-by damage detection in bridges considering the influence of temperature change

R Corbally, A Malekjafarian - Engineering Structures, 2022 - Elsevier
This paper proposes the use of a new data-driven approach for drive-by monitoring of bridge
condition. The proposed algorithm uses an Artificial Neural Network (ANN) which is trained …

[HTML][HTML] Diagnosis algorithms for indirect bridge health monitoring via an optimized AdaBoost-linear SVM

Y Lan, Y Zhang, W Lin - Engineering Structures, 2023 - Elsevier
A data-driven approach based on Optimized AdaBoost-Linear SVM is proposed to indicate
the bridge damage using only raw vibration signals received from a vehicle passing over the …

Bridge damage identification under the moving vehicle loads based on the method of physics-guided deep neural networks

X Yin, Z Huang, Y Liu - Mechanical Systems and Signal Processing, 2023 - Elsevier
Modeling uncertainty or modeling error has been widely recognized as one major challenge
for damage identification of bridge structures by moving vehicles. This study proposed a …

Knowledge driven approach for smart bridge maintenance using big data mining

Y Jiang, G Yang, H Li, T Zhang - Automation in Construction, 2023 - Elsevier
Life cycle bridge maintenance is highly complex and multi-disciplinary oriented. Advanced
technologies have been widely adopted, but the generated data and information are often …

Extraction of bridge mode shapes from the response of a two-axle passing vehicle using a two-peak spectrum idealized filter approach

J Zhou, Z Lu, Z Zhou, C Pan, S Cao, J Cheng… - … Systems and Signal …, 2023 - Elsevier
Bridge mode shape is an essential indicator in the assessment of structural health of
bridges. Previous studies have demonstrated the feasibility of extracting bridge mode …

Deep learning-based indirect bridge damage identification system

D Hajializadeh - Structural health monitoring, 2023 - journals.sagepub.com
With the growing number of well-aged bridges and the urgency in develo**
reliable,(pseudo-) real-time monitoring of structural safety and integrity, there is a worldwide …