A risk-based quantitative approach for priority assessment of ageing bridges accounting for deterioration
S Hamidpour, N Scattarreggia… - Structure and …, 2024 - Taylor & Francis
The significant role of bridges in transportation networks requires continuous improvement
of bridge management strategies, which has been even more exacerbated by the recent …
of bridge management strategies, which has been even more exacerbated by the recent …
Prediction of the crack condition of highway pavements using machine learning models
Departments of Transportation regularly evaluate the condition of pavements through visual
inspections, nondestructive evaluations, image recognition models and learning algorithms …
inspections, nondestructive evaluations, image recognition models and learning algorithms …
Pavement Crack Rating Using Machine Learning Frameworks: Partitioning, Bootstrap Forest, Boosted Trees, Naïve Bayes, and K-Nearest Neighbors
Deteriorating highway pavement conditions have largely been evaluated through visual
inspection, nondestructive evaluations, smart sensing technologies, and image analysis …
inspection, nondestructive evaluations, smart sensing technologies, and image analysis …
Availability function as bridge element's importance weight in computing overall bridge health index
Extensive research has been conducted over the past two decades to evaluate the condition
and bridge health index (BHI) of bridges using different performance measures. The …
and bridge health index (BHI) of bridges using different performance measures. The …
Improving the conversion accuracy between bridge element conditions and NBI ratings using deep convolutional neural networks
Interest in the analysis of bridge element conditions in the US has increased lately. Since
2014, the Federal Highway Administration is publishing bridge element data to better predict …
2014, the Federal Highway Administration is publishing bridge element data to better predict …
A Variable-Weight Model for Evaluating the Technical Condition of Urban Viaducts
L Li, H Rao, M Wang, W Mao, C ** - Sustainability, 2024 - mdpi.com
Urban viaducts play a crucial role in transportation infrastructure and are closely linked to
urban resilience. Accurate evaluation of their structural technical condition forms the basis …
urban resilience. Accurate evaluation of their structural technical condition forms the basis …
A stochastic model for estimating the network‐scale deterioration and effect of interventions on bridges
Visual inspections provide direct information about the deterioration states of each structural
element within a bridge. However, when managing a network of bridges, it becomes …
element within a bridge. However, when managing a network of bridges, it becomes …
[HTML][HTML] Allocation of bridge maintenance costs based on prioritization indexes
T Echaveguren, P Dechent - Revista de la construcción, 2019 - SciELO Chile
Prioritization indexes (PI) are a need-based bridge maintenance approach, which allows
making short-term maintenance decisions. They generally use just the bridge condition as …
making short-term maintenance decisions. They generally use just the bridge condition as …
Determination of Bridge Elements' Weights Using the Random Forest Algorithm
Significant bridge inspection data has been collected over the years at the component and
element level to improve management practices in the United States. A widely adopted …
element level to improve management practices in the United States. A widely adopted …
Application of machine learning techniques for the analysis of national bridge inventory and bridge element data
The MAP-21 Act requires information on bridge assets to be at the element level for
management operations in the USA This approach has the objective of improving future …
management operations in the USA This approach has the objective of improving future …