Integrating climate change predictions into infrastructure degradation modelling using advanced markovian frameworks to enhanced resilience

A Shehadeh, O Alshboul, M Tamimi - Journal of Environmental …, 2024 - Elsevier
This study introduces a prognostic model that quantifies infrastructure degradation in
highway systems, incorporating the impacts of climate change using an advanced …

Accelerated degradation data analysis based on inverse Gaussian process with unit heterogeneity

H Zheng, J Yang, W Kang, Y Zhao - Applied Mathematical Modelling, 2024 - Elsevier
The unit heterogeneity of products and the nonlinear parameter-stress relationship often
exist in practice. Therefore, considering the unit heterogeneity, the nonlinear accelerated …

Heterogeneity‐oriented ensemble learning for rail monitoring based on vehicle‐body vibration

Y Zhuang, R Liu, Y Tang - Computer‐Aided Civil and …, 2024 - Wiley Online Library
In this study, railway vehicle‐body vibration was applied to rail detection for convenient
sensor deployment and cost‐effectiveness. However, the waveform is difficult to analyze due …

Gradient boosting decision trees to study laboratory and field performance in pavement management

M Berangi, BM Lontra, K Anupam… - … ‐Aided Civil and …, 2025 - Wiley Online Library
Inconsistencies between performance data from laboratory‐prepared and field samples
have been widely reported. These inconsistencies often result in inaccurate condition …

Enhancing bridge performance assessment with a hybrid attention-based long short-term memory and hidden Markov model using sparse inspection data

P Miao, C Zhou, Y Wu, W Hu, D Luo, S Ma, W Wang… - Structures, 2025 - Elsevier
Existing bridges typically undergo inspections every few years, generating a considerable
amount of inspection data and posing challenges for assessing their condition. This study …

Assessing Highway Bridge Chloride Exposure at a Provincial Scale: Mapping and Projecting Impacts of Climate Change

M Xu, Y Zheng, C Yang - Journal of Bridge Engineering, 2024 - ascelibrary.org
This study addresses the absence of a provincial scale database on chloride exposure for
bridges, which specifically focuses on Ontario, Canada. Considering the region-based …

Pavement Condition Prediction for Communities: A Low-Cost, Ubiquitous, and Network-Wide Approach

T Tao, S Qian - Journal of Infrastructure Systems, 2025 - ascelibrary.org
Effective prediction of pavement deterioration is critical to forecast infrastructure performance
and make infrastructure investment decisions under escalating environmental and traffic …

Efficient Decision Tree-Based Classification Models to Predict Safety Rating for Bridge Maintenance

J Hong, SJ Jeon - Journal of Infrastructure Systems, 2025 - ascelibrary.org
To address insufficient costs and manpower available for maintenance of aging bridges,
recent research has been examining advanced maintenance technologies that can …

Comparing Homogeneous And Inhomogeneous Time Markov Chains For Modelling Degradation In Sewer Pipe Networks

LA Jimenez-Roa, T Tinga, T Heskes… - arXiv preprint arXiv …, 2024 - arxiv.org
Sewer pipe systems are essential for social and economic welfare. Managing these systems
requires robust predictive models for degradation behaviour. This study focuses on …

[PDF][PDF] Zustandsprognose von Eisenbahnbrücken mit Verfahren des maschinellen Lernens

HE Naraniecki, IS Marx, IT Braml… - 2024 - tu-dresden.de
Zusammenfassung Die Bedeutung von Brücken für Mobilität und Warentransport, das hohe
Bauwerksalter und die gestiegenen Verkehrseinwirkungen bewirken, dass der …