Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights
Conventional damage detection techniques are gradually being replaced by state-of-the-art
smart monitoring and decision-making solutions. Near real-time and online damage …
smart monitoring and decision-making solutions. Near real-time and online damage …
Recent advances in researches on vehicle scanning method for bridges
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 …
attracted intensive attention since it was proposed by Yang and co-workers in 2004. This …
Three decades of statistical pattern recognition paradigm for SHM of bridges
E Figueiredo, J Brownjohn - Structural Health Monitoring, 2022 - journals.sagepub.com
Bridges play a crucial role in modern societies, regardless of their culture, geographical
location, or economic development. The safest, economical, and most resilient bridges are …
location, or economic development. The safest, economical, and most resilient bridges are …
[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 …
and structural assessment of bridges in the recent years. These methods which are known …
[HTML][HTML] Review on smartphone sensing technology for structural health monitoring
Sensing is a critical and inevitable sector of structural health monitoring (SHM). Recently,
smartphone sensing technology has become an emerging, affordable, and effective system …
smartphone sensing technology has become an emerging, affordable, and effective system …
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 …
of structural health management of existing bridges. Using the PRISMA protocol, 81 journal …
[HTML][HTML] Deep autoencoder architecture for bridge damage assessment using responses from several vehicles
Vehicle-assisted monitoring is a promising alternative for rapid and low-cost bridge health
monitoring compared to direct instrumentation of bridges. In recent years, centralized …
monitoring compared to direct instrumentation of bridges. In recent years, centralized …
Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction
We present a data-driven approach based on physical insights to achieve damage
diagnosis of bridges using only vibration signals collected on board the vehicles passing …
diagnosis of bridges using only vibration signals collected on board the vehicles passing …
Examining changes in bridge frequency due to damage using the contact-point response of a passing vehicle
R Corbally, A Malekjafarian - Journal of Structural Integrity and …, 2021 - Taylor & Francis
Ongoing inspection and maintenance of bridges poses a challenging task for infrastructure
owners who must manage large bridge stocks with limited budgets. Drive-by monitoring …
owners who must manage large bridge stocks with limited budgets. Drive-by monitoring …
Vehicle-assisted techniques for health monitoring of bridges
Bridges are designed to withstand different types of loads, including dead, live,
environmental, and occasional loads during their service period. Moving vehicles are the …
environmental, and occasional loads during their service period. Moving vehicles are the …