Methodology for probabilistic modeling of highway bridge infrastructure condition: Accounting for improvement effectiveness and incorporating random effects

TU Saeed, Y Qiao, S Chen, K Gkritza… - Journal of Infrastructure …, 2017 - ascelibrary.org
The peculiar nature of bridge infrastructure condition data persistently poses challenges in
predicting bridge component deterioration that necessitate the continued investigation of …

Probabilistic deterioration modeling of bridge component condition with random effects

M Moomen, C Siddiqui - Journal of Structural Integrity and …, 2022 - Taylor & Francis
Timely maintenance of bridge components is critical for bridge management functions. With
reliable deterioration models, highway agencies can efficiently allocate funding for bridge …

Network-level bridge deterioration prediction models that consider the effect of maintenance and rehabilitation

F Wang, CCB Lee, NG Gharaibeh - Journal of Infrastructure …, 2022 - ascelibrary.org
With the increasing number of aging bridges that need maintenance and rehabilitation
(M&R), it is important to plan and prioritize M&R projects proactively. This process requires …

An integrated system for bridge management using probabilistic and mechanistic deterioration models: Application to bridge decks

G Morcous, Z Lounis, Y Cho - KSCE Journal of Civil Engineering, 2010 - Springer
This paper presents a system for the maintenance management of aging highway bridges
that integrates two different approaches for deterioration modeling. Probabilistic state …

Multivariable proportional hazards-based probabilistic model for bridge deterioration forecasting

R Goyal, MJ Whelan, TL Cavalline - Journal of Infrastructure …, 2020 - ascelibrary.org
Duration-based deterioration modeling approaches have been investigated over the past
two decades with a view toward utilizing their prognostic capabilities in accurately identifying …

Integrating mechanistic and statistical deterioration models for effective bridge management

Z Lounis, SM Madanat - Applications of Advanced Technologies in …, 2002 - ascelibrary.org
This paper presents a two-level approach for the maintenance management of aging
highway bridges that integrates two different probabilistic deterioration prediction models …

Probabilistic and mechanistic deterioration models for bridge management

G Morcous, Z Lounis - Computing in Civil Engineering (2007), 2007 - ascelibrary.org
This paper presents two approaches of modeling the deterioration of highway bridges that
can lead to an effective maintenance management strategy. Probabilistic state-based/time …

Mechanistic deterioration modeling for bridge design and management

K Nickless, RA Atadero - Journal of Bridge Engineering, 2018 - ascelibrary.org
The combination of continued highway bridge aging and constrained maintenance, repair,
and replacement budgets create the pressing need to develop strategies to allocate …

Can interdependency considerations enhance forecasts of bridge infrastructure condition? Evidence using a multivariate regression approach

SM Lavrenz, TU Saeed, J Murillo-Hoyos… - Structure and …, 2020 - Taylor & Francis
In recent years, there has been an increasing trend towards viewing complex infrastructure
systems in a holistic manner, to better understand their behaviour. This paper extends the …

[PDF][PDF] Determination of bridge deterioration models and bridge user costs for the NCDOT bridge management system

TL Cavalline, MJ Whelan, BQ Tempest… - No. FHWA/NC …, 2015 - researchgate.net
16. Abstract The North Carolina Department of Transportation (NCDOT) currently oversees
the design, construction, operation, maintenance, repair, rehabilitation, and replacement of …