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A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …
attention because of its promise to further optimize process design, quality control, health …
Critical review of data-driven decision-making in bridge operation and maintenance
Bridges are critical infrastructure, and effective operation and maintenance (O&M) is
essential for ensuring the good condition of bridges. Owing to the increasing complexity of …
essential for ensuring the good condition of bridges. Owing to the increasing complexity of …
Managing engineering systems with large state and action spaces through deep reinforcement learning
Decision-making for engineering systems management can be efficiently formulated using
Markov Decision Processes (MDPs) or Partially Observable MDPs (POMDPs). Typical …
Markov Decision Processes (MDPs) or Partially Observable MDPs (POMDPs). Typical …
Bridge life-cycle performance and cost: analysis, prediction, optimisation and decision-making
The development of a generalised framework for assessing bridge life-cycle performance
and cost, with emphasis on analysis, prediction, optimisation and decision-making under …
and cost, with emphasis on analysis, prediction, optimisation and decision-making under …
Digital twins-boosted intelligent maintenance of ageing bridge hangers exposed to coupled corrosion–fatigue deterioration
The corrosion–fatigue coupled deterioration of ageing steel bridge hangers presents
significant structural challenges, demanding rigorous condition assessments and timely …
significant structural challenges, demanding rigorous condition assessments and timely …
A review of multi-criteria assessment of the social sustainability of infrastructures
Nowadays multi-criteria methods enable non-monetary aspects to be incorporated into the
assessment of infrastructure sustainability. Yet evaluation of the social aspects is still …
assessment of infrastructure sustainability. Yet evaluation of the social aspects is still …
[HTML][HTML] Bridge crack semantic segmentation based on improved Deeplabv3+
H Fu, D Meng, W Li, Y Wang - Journal of Marine Science and …, 2021 - mdpi.com
Cracks are the main goal of bridge maintenance and accurate detection of cracks will help
ensure their safe use. Aiming at the problem that traditional image processing methods are …
ensure their safe use. Aiming at the problem that traditional image processing methods are …
Sustainable life-cycle maintenance policymaking for network-level deteriorating bridges with a convolutional autoencoder–structured reinforcement learning agent
Bridges play a significant role in urban areas, and their performance and safety are highly
related to the carbon emissions of infrastructure systems. Previous studies have mainly …
related to the carbon emissions of infrastructure systems. Previous studies have mainly …
Knowledge driven approach for smart bridge maintenance using big data mining
Y Jiang, G Yang, H Li, T Zhang - Automation in Construction, 2023 - Elsevier
Life cycle bridge maintenance is highly complex and multi-disciplinary oriented. Advanced
technologies have been widely adopted, but the generated data and information are often …
technologies have been widely adopted, but the generated data and information are often …
A review of multi-criteria decision-making methods applied to the sustainable bridge design
The construction of bridges has been necessary for societies since ancient times, when the
communication between and within towns, cities or communities was established. Until …
communication between and within towns, cities or communities was established. Until …