A Levels of Service (LOS) Digital Twin for Potable Water Infrastructure Systems
TC Dodanwala, R Ruparathna - Canadian Society of Civil Engineering …, 2023 - Springer
Digital twin modeling involves creating a digital version replicating a physical asset's
characteristics, processes, behaviors, and other attributes. While digital twins have seen …
characteristics, processes, behaviors, and other attributes. While digital twins have seen …
Expert knowledge–guided Bayesian belief networks for predicting bridge pile capacity
Bridge pile capacity is a vital criterion used to assure the durability and stability of a bridge
pile foundation. In fact, reliably predicting the pile capacity plays a significant role in …
pile foundation. In fact, reliably predicting the pile capacity plays a significant role in …
Modeling the quantitative assessment of the condition of bridge components made of reinforced concrete using ANN
R Trach, V Moshynskyi, D Chernyshev, O Borysyuk… - Sustainability, 2022 - mdpi.com
Bridges in Ukraine are one of the most important components of the infrastructure, requiring
attention from government agencies and constant funding. The object of the study was the …
attention from government agencies and constant funding. The object of the study was the …
Detecting, monitoring and modeling damage within the decision-making process in the context of managing bridges: a review
ACP Martins, JM Franco de Carvalho… - Structure and …, 2024 - Taylor & Francis
The expansion of transportation infrastructure and the aging and deterioration of its
constituent elements make bridge maintenance management programs more expensive …
constituent elements make bridge maintenance management programs more expensive …
Machine Learning–Based Bridge Maintenance Optimization Model for Maximizing Performance within Available Annual Budgets
M Ghafoori, M Abdallah, ME Ozbek - Journal of Bridge Engineering, 2024 - ascelibrary.org
Effective maintenance planning for bridges is crucial for maintaining their performance,
safety, and minimizing maintenance costs. Timely implementation of interventions can …
safety, and minimizing maintenance costs. Timely implementation of interventions can …
Development of data-based hierarchical learning model for predicting condition rating of bridge members over time
Y Choi, J Kong - KSCE Journal of Civil Engineering, 2023 - Springer
Bridge maintenance strategy is implemented to ensure that effective decisions are made
based on the evaluation of the current performance and predicted future conditions of a …
based on the evaluation of the current performance and predicted future conditions of a …
Vibration-based SHM of Dębica railway steel bridge with optimized ANN and ANFIS
The study presents an intelligent data processing algorithm based on artificial neural
networks (ANN) and adaptive neuro-fuzzy inference systems (ANFIS) to predict the dynamic …
networks (ANN) and adaptive neuro-fuzzy inference systems (ANFIS) to predict the dynamic …
Predicting Concrete Bridge Deck Deterioration: A Hyperparameter Optimization Approach
N Almarahlleh, H Liu, O Abudayyeh… - Journal of Performance …, 2024 - ascelibrary.org
Concrete bridge decks are critical transportation infrastructure components where
deterioration can compromise structural integrity and public safety. This study develops …
deterioration can compromise structural integrity and public safety. This study develops …
Leveraging Bridge and Environmental Features to Analyze Coating Conditions of Steel Bridges in Florida Using Neural Network Models
The safety, integrity, and longevity of steel bridge elements are affected by various
environmental factors, such as moisture, atmospheric pollutants, and temperature. Protective …
environmental factors, such as moisture, atmospheric pollutants, and temperature. Protective …
[HTML][HTML] An integrated model for selecting bridge structural systems using quality function deployment and analytical hierarchy process
SA Dabous, MAL Ayoub, M Alsharqawi… - Journal of Infrastructure …, 2024 - Elsevier
Selecting an efficient structural system during the conceptual design of bridge projects is an
essential requirement for the project's success and fulfilling stakeholders' expectations. This …
essential requirement for the project's success and fulfilling stakeholders' expectations. This …