Integration of Bridge Health Monitoring System With Augmented Reality Application Developed Using 3D Game Engine-Case Study

被引:8
作者
Fawad, Muhammad [1 ,3 ]
Salamak, Marek [1 ]
Hanif, Muhammad Usman [2 ]
Koris, Kalman [3 ]
Ahsan, Muhammad [4 ]
Rahman, Hadiya [5 ]
Gerges, Michael [6 ]
Salah, Mostafa Mohamed [7 ]
机构
[1] Silesian Tech Univ, Dept Mech & Bridges, PL-44100 Gliwice, Poland
[2] Korea Natl Univ Transportat KNUT, Dept Architectural Engn, Chungju 27469, South Korea
[3] Budapest Univ Technol & Econ, Dept Struct Engn, H-1111 Budapest, Hungary
[4] Silesian Tech Univ, Dept Measurements & Control Syst, PL-44100 Gliwice, Poland
[5] Wrocław Univ Sci & Technol, Fac Management, PL-50370 Wroclaw, Poland
[6] Univ Wolverhampton, Fac Sci & Engn, Wolverhampton WV1 1LY, England
[7] Future Univ Egypt, Elect Engn Dept, Cairo 11835, Egypt
关键词
Monitoring; Bridge circuits; Sensor systems; Numerical models; Three-dimensional displays; Internet of Things; Modeling; Augmented reality; Biomedical monitoring; Fourth Industrial Revolution; Games; Intelligent sensors; Bridges; finite element modelling; SHM; IoT sensors; AR; HoloLens; FRAMEWORK;
D O I
10.1109/ACCESS.2024.3358843
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent times, digital transformations and Industry 4.0 have revolutionized real-time bridge monitoring and its inspection. The use of smart Structural Health Monitoring (SHM) techniques is becoming powerful with the competencies of Building Information Modeling (BIM) tools, Artificial Intelligence (AI), Internet of Things (IoT), and Virtual/Augmented (VR/AR) technologies. However, the lack of interconnectivity between these tools limits their functionality. This research has addressed this problem by developing an integrated framework to assess serviceability and implement a smart SHM for a newly constructed extradosed bridge. Using Finite Element Analysis (FEA), the study proposes an integrated SHM system that utilizes various IoT sensors, including Wired Strain Gauges (WSG), Liquid Levelling Sensors (LLS), MEMS accelerometers, and a Weather Monitoring Station (WMS) to monitor concrete deformations, vertical displacements, structural vibrations, and weather conditions. BIM tool is used to develop the virtual replica of the proposed SHM system which is then used in the 3D Game Engine (GE) to develop an AR application. This application is then successfully deployed and tested in the AR headset (HoloLens) where its capabilities for onsite bridge health monitoring are discovered. This approach overcomes the limitations of HoloLens devices by providing real-time access to SHM data through a web platform, enabling on-site or remote AR-based bridge health monitoring. Conclusively, this paper emphasizes the numerical modeling of bridges for the design of a health monitoring system, that highlights the importance of robust SHM techniques in assessing bridge conditions. Moreover, it introduces a novel approach for smart bridge inspection and onsite visualization of structural defects in an AR environment.
引用
收藏
页码:16963 / 16974
页数:12
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