Real-time data visual monitoring of triboelectric nanogenerators enabled by deep learning

H Zhang, T Liu, X Zou, Y Zhu, M Chi, D Wu, K Jiang… - Nano Energy, 2024‏ - Elsevier
The rapid advancement of smart sensors and logic algorithms has propelled the widespread
adoption of the Internet of Things (IoT) and expedited the advent of the intelligent era. The …

[HTML][HTML] BIM and GIS applications in bridge projects: A critical review

J Wei, G Chen, J Huang, L Xu, Y Yang, J Wang… - Applied Sciences, 2021‏ - mdpi.com
In recent years, interest in BIM and GIS applications in civil engineering has been growing.
For bridge engineering, BIM/GIS applications such as simulation, visualization, and …

A comprehensive review of resilience of urban metro systems: a perspective from earthquake engineering

J Hu, W Wen, C Zhai, S Pei - Tunnelling and Underground Space …, 2024‏ - Elsevier
The paper presents a systematic review of the research advancements on the resilience of
urban metro systems from the perspective of earthquake engineering. The review covers the …

Seismic fragility analysis of deteriorated bridge structures employing a UAV inspection-based updated digital twin

S Yoon, S Lee, S Kye, IH Kim, HJ Jung… - Structural and …, 2022‏ - Springer
Aging bridges require regular inspection due to performance deterioration. For this purpose,
numerous researchers have considered the use of unmanned aerial vehicle (UAV) systems …

Optimizing seismic retrofit of bridges: integrating efficient graph neural network surrogates and transportation equity

T Liu, H Meidani - Proceedings of Cyber-Physical Systems and Internet …, 2023‏ - dl.acm.org
Natural hazards can substantially damage bridge networks. Therefore to protect these
lifelines, a bridge maintenance and retrofit strategy is imperative. To prepare for earthquakes …

Surrogate model-assisted seismic resilience assessment of the interdependent transportation and healthcare system considering a two-stage recovery strategy

S Pei, C Zhai, J Hu - Reliability Engineering & System Safety, 2024‏ - Elsevier
In this study, a two-stage post-earthquake recovery strategy optimization model is proposed
for determining resource inputs and obtaining the optimal restoration sequence after …

Graph neural network surrogate for seismic reliability analysis of highway bridge systems

T Liu, H Meidani - Journal of Infrastructure Systems, 2024‏ - ascelibrary.org
Rapid reliability assessment of transportation networks can enhance preparedness, risk
mitigation, and response management procedures related to these systems. Network …

A novel approach to assess the seismic performance of deteriorated bridge structures by employing UAV‐based damage detection

S Yoon, BF Spencer Jr, S Lee… - Structural Control and …, 2022‏ - Wiley Online Library
All civil infrastructure, including bridges, deteriorates over time. Unmanned aerial vehicle
(UAV) based visual inspection of bridges has been proposed to assess the condition of …

Surrogate-based decision-making for post-earthquake recovery scheduling and resilience assessment of subway systems considering the effect of infrastructure …

J Hu, W Wen, C Zhai, S Pei - Reliability Engineering & System Safety, 2025‏ - Elsevier
This study proposes a method for post-earthquake recovery and seismic resilience
assessment of subway systems considering the effect of infrastructure interdependency. A …

Risk score inference for bridge maintenance projects using genetic fuzzy weighted pyramid operation tree

MY Cheng, AFK Khitam, YB Kueh - Automation in Construction, 2024‏ - Elsevier
In bridge maintenance, risk assessment is critical to prioritizing project work to minimize
related risks and costs. However, the conventional method of risk assessment relies heavily …