Design and Validation of a Real-Time Maintenance Monitoring System Using BIM and Digital Twin Integration DOI Creative Commons
Seung-Won Yang,

Y.Z. Lee,

Sung-Ah Kim

et al.

Buildings, Journal Year: 2025, Volume and Issue: 15(8), P. 1312 - 1312

Published: April 16, 2025

This study presents a real-time monitoring system integrating Building Information Modeling (BIM) and digital twin technology to enhance maintenance efficiency safety in urban infrastructure. Unlike conventional periodic inspections, which miss dynamic changes increase costs, this uses BIM model at LOD 400 for solar-powered noise barrier tunnel integrated with the Wansan Tunnel South Korea. It incorporates IoT sensor data, including vibration, tilt, light, air quality, water detection, are synchronized via Autodesk Forge API, WebSockets visualized on web-based dashboard. A demonstration from 22 October 7 November 2024 confirmed that had stable data transmission, light rates exceeding 90%, enabled detection of anomalies such as irregular illuminance structural shifts, thereby supporting informed decisions. While it is proven BIM–digital integration improves NBT management, partial quality gaps highlight areas refinement. framework lays groundwork predictive through advanced analytics.

Language: Английский

Jidoka-DT simulator programmed by hybridize XGboost-LSTM to evaluate helmets quality produced by rice-straw-alumina plastic dough to resist shocks and impenetrable DOI Creative Commons
Ahmed M. Abed, Ahmed Fathy, Radwa A. El Behairy

et al.

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104104 - 104104

Published: Jan. 1, 2025

Language: Английский

Citations

0
Design and Validation of a Real-Time Maintenance Monitoring System Using BIM and Digital Twin Integration DOI Creative Commons
Seung-Won Yang,

Y.Z. Lee,

Sung-Ah Kim

et al.

Buildings, Journal Year: 2025, Volume and Issue: 15(8), P. 1312 - 1312

Published: April 16, 2025

This study presents a real-time monitoring system integrating Building Information Modeling (BIM) and digital twin technology to enhance maintenance efficiency safety in urban infrastructure. Unlike conventional periodic inspections, which miss dynamic changes increase costs, this uses BIM model at LOD 400 for solar-powered noise barrier tunnel integrated with the Wansan Tunnel South Korea. It incorporates IoT sensor data, including vibration, tilt, light, air quality, water detection, are synchronized via Autodesk Forge API, WebSockets visualized on web-based dashboard. A demonstration from 22 October 7 November 2024 confirmed that had stable data transmission, light rates exceeding 90%, enabled detection of anomalies such as irregular illuminance structural shifts, thereby supporting informed decisions. While it is proven BIM–digital integration improves NBT management, partial quality gaps highlight areas refinement. framework lays groundwork predictive through advanced analytics.

Language: Английский

Citations

0