[HTML][HTML] Deterioration models for prediction of remaining useful life of timber and concrete bridges: A review

I Srikanth, M Arockiasamy - Journal of traffic and transportation engineering …, 2020 - Elsevier
Bridge deterioration models are used for prioritization and maintenance of bridges. These
models can be broadly classified as deterministic and stochastic models. There are …

Managing engineering systems with large state and action spaces through deep reinforcement learning

CP Andriotis, KG Papakonstantinou - Reliability Engineering & System …, 2019 - Elsevier
Decision-making for engineering systems management can be efficiently formulated using
Markov Decision Processes (MDPs) or Partially Observable MDPs (POMDPs). Typical …

Deterioration rates of typical bridge elements in New York

AK Agrawal, A Kawaguchi, Z Chen - Journal of Bridge Engineering, 2010 - ascelibrary.org
The New York State Department of Transportation (NYSDOT) maintains an inventory of over
17,000 highway bridges across the state. These bridges are inspected biennially or more …

Probabilistic evaluation of initiation time of chloride-induced corrosion

DV Val, PA Trapper - Reliability Engineering & System Safety, 2008 - Elsevier
The paper presents a model for chloride ingress into concrete. The model accounts for two
mechanisms which control the chloride ingress—diffusion and convection. Using one …

[HTML][HTML] Development of a bridge management system based on the building information modeling technology

C Wan, Z Zhou, S Li, Y Ding, Z Xu, Z Yang, Y Xia, F Yin - Sustainability, 2019 - mdpi.com
With the development of the Chinese transportation industry, the number of bridges has
increased significantly, but this results in high pressure of structural maintenance and …

A data‐driven approach for regional bridge condition assessment using inspection reports

Y Xia, X Lei, P Wang, L Sun - Structural Control and Health …, 2022 - Wiley Online Library
Bridges play an important role in the highway transportation network. There is an increasing
concern that highway bridges have been suffering from structural degradation and …

Rigid pavement performance models by means of Markov Chains with half-year step time

H Pérez-Acebo, N Mindra, A Railean… - International Journal of …, 2019 - Taylor & Francis
Pavement management systems employ pavement performance models to plan the most
effective allocation of public funds. The most used models are the deterministic and the …

Calibrating Markov chain–based deterioration models for predicting future conditions of railway bridge elements

NKW Wellalage, T Zhang, R Dwight - Journal of Bridge Engineering, 2015 - ascelibrary.org
Existing nonlinear optimization-based algorithms for estimating Markov transition probability
matrix (TPM) in bridge deterioration modeling sometimes fail to find optimum TPM values …

Capillary suction and diffusion model for chloride ingress into concrete

D Conciatori, H Sadouki, E Brühwiler - Cement and Concrete Research, 2008 - Elsevier
A numerical approach, named TransChlor, is proposed to simulate transport phenomena of
various substances in concrete. This approach is a theoretical model based on finite …

Risk-informed bridge ranking at project and network levels

DY Yang, DM Frangopol - Journal of Infrastructure Systems, 2018 - ascelibrary.org
A novel method is proposed to rank bridges for maintenance priorities based on the risk
posed by structural deterioration. The proposed method integrates structural reliability …