Datasets and processing methods for boosting visual inspection of civil infrastructure: A comprehensive review and algorithm comparison for crack classification …
Deep learning breakthrough stimulates new research trends in civil infrastructure inspection,
whereas the lack of quality-guaranteed, human-annotated, free-of-charge, and publicly …
whereas the lack of quality-guaranteed, human-annotated, free-of-charge, and publicly …
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 …
A novel and reliable framework of patient deterioration prediction in intensive care unit based on long short-term memory-recurrent neural network
TI Alshwaheen, YW Hau, N Ass'Ad… - IEEE …, 2020 - ieeexplore.ieee.org
The clinical investigation explored that early recognition and intervention are crucial for
preventing clinical deterioration in patients in Intensive Care units (ICUs). Deterioration of …
preventing clinical deterioration in patients in Intensive Care units (ICUs). Deterioration of …
A probabilistic framework for life-cycle cost analysis of bridge decks constructed with different reinforcement alternatives
Reinforced concrete bridge decks with conventional reinforcement may experience
deterioration due to deicing salts or marine environmental conditions. Routine maintenance …
deterioration due to deicing salts or marine environmental conditions. Routine maintenance …
Bridge deterioration models for different superstructure types using Markov chains and two-step cluster analysis
YFM Moscoso, LF Rincón… - Structure and …, 2024 - Taylor & Francis
Bridges deteriorate due to different causes such as ageing and climatic conditions. As a
consequence, repair actions are considered more expensive than maintenance. Therefore …
consequence, repair actions are considered more expensive than maintenance. Therefore …
Zustandsprognose von Ingenieurbauwerken auf Basis von digitalen Zwillingen und Bestandsdaten
Abstract Der Zustand von Ingenieurbauwerken ist von besonderer Bedeutung für den Erhalt
und sicheren Betrieb der Verkehrsinfrastruktur. Für ein wirtschaftliches …
und sicheren Betrieb der Verkehrsinfrastruktur. Für ein wirtschaftliches …
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 …
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities
D Mizutani, XX Yuan - Computer‐Aided Civil and Infrastructure …, 2023 - Wiley Online Library
Markov chains have been widely used to characterize performance deterioration of
infrastructure assets, to model maintenance effectiveness, and to find the optimal …
infrastructure assets, to model maintenance effectiveness, and to find the optimal …
Genetic algorithm-Markovian model for predictive bridge asset management
Rapid or unexpected bridge deterioration can lead to partial collapse, which can
subsequently hinder transportation activities and result in economic and human losses …
subsequently hinder transportation activities and result in economic and human losses …
Condition level deteriorations modeling of RC beam bridges with U-Net convolutional neural networks
Reinforced concrete (RC) beam bridges have suffered structural deterioration due to loads,
environmental conditions, etc. Regular visual inspections of bridges effectively monitor the …
environmental conditions, etc. Regular visual inspections of bridges effectively monitor the …