Skip to content
Review Open access

IOT-BASED STRUCTURAL HEALTH MONITORING FRAMEWORK FOR LONG-SPAN BRIDGE SAFETY AND MAINTENANCE

Jul 2026 · Veredas do Direito · Vol 23, pp. e237110 · 0 citations · 52 references

Abstract

Long-span bridges are strategic infrastructure assets because they connect cities, ports, logistics corridors, industrial zones and emergency routes. Their large scale, complex structural geometry, dynamic loading, wind exposure, corrosion risk and climate sensitivity require continuous and intelligent monitoring rather than periodic visual inspection alone. This strengthened review examines how Internet of Things (IoT) technologies support structural health monitoring (SHM) for long-span bridge safety and maintenance. A PRISMA-informed methodology was applied to screen studies published from 2020 to 2025 across Scopus, Web of Science, IEEE Xplore, ScienceDirect, SpringerLink and other engineering databases. From 450 initially identified records, 30 studies were selected for detailed synthesis after duplicate removal, screening and eligibility assessment. The review evaluates sensing technologies, wireless communication protocols, edge and cloud platforms, artificial intelligence, digital twins, BIM integration and predictive maintenance. It also introduces a quantitative technology-occurrence analysis, a communication-protocol comparison matrix, three real bridge case studies and a Saudi Vision 2030 alignment section. The proposed framework integrates IoT sensors, LoRaWAN, edge computing, cloud analytics, AI, digital twins, BIM and a maintenance decision engine for Saudi smart bridges. Findings indicate that IoT-enabled SHM can improve damage detection, reduce unplanned closures, support maintenance prioritization and increase infrastructure resilience. However, technical barriers remain in sensor drift, false alarms, cybersecurity, data quality, energy supply, interoperability, capital cost and model explainability. The paper contributes a holistic review and conceptual framework linking bridge SHM to smart infrastructure, intelligent transportation systems and sustainable mega-project delivery in Saudi Arabia.

Read PDF

Similar papers

Open access Sep 2026

Smart IoT Based Comprehensive Analysis of Infrastructure Health, Damage Prevention and Detection

Bridges and highways are essential to modern transportation, and maintaining their structural condition is important for ensuring safe and uninterrupted travel. In many cases, infrastructure is still inspected manually at regular intervals, which requires considerable time and effort and does not provide continuous inf...

Rushikesh Sarate, Supriya Shrivastav, V. B et al. · 0 citations
Open access Oct 2026

Digital Twin–Based Structural Health Monitoring and Remaining Useful Life Prediction for Aging Urban Bridges

Urban bridge infrastructure is currently facing an unprecedented crisis of accelerated structural degradation due to intensified heavy vehicle traffic and long-term environmental weathering. Traditional manual inspection regimes are increasingly inadequate, as they are inherently subjective and fail to provide the cont...

Nathaniel Prescott, Claire Whitmore · 0 citations
Open access Sep 2026

IoT-Based Structural Health Monitoring of Shoring Walls Using MEMS Wireless Inclinometers

This study presents an Internet of Things (IoT)-enabled Structural Health Monitoring (SHM) system for the real-time monitoring of excavation-induced movements in shoring walls using a Micro-Electro-Mechanical Systems (MEMS)-based wireless inclinometer. Conventional inclination measurements were impractical due to restr...

Mohammed Shihab Patel, M. A. Musarat, Rakesh Himte et al. · 0 citations
Open access Sep 2026

Integrated Utility Management for Large Campuses: A Digital Framework for Reliability Improvement and Energy Conservation

- Large institutional campuses — academic, research, industrial and township — behave as small cities, aggregating electrical distribution, water supply and pumping, HVAC, fire protection, security, transportation, medical facilities and, increasingly, communication networks and data centers into a single operational e...

Rajendra Prasad N, Srilatha Kalvacherla · 0 citations
Review Open access Sep 2026

Internet of Things–Enabled Sensing and Unmanned Aerial Vehicle Applications for Earthquake Preparedness and Real-Time Response

This paper presents a systematic and bibliometric review investigating the role of emerging technologies, specifically the Internet of Things (IoT) and unmanned aerial vehicles (UAVs), in earthquake disaster management. Following the PRISMA 2020 framework, a structured search was conducted in the Scopus database coveri...

Souad Bentaalla-Kaced, Nour El Houda Benharkat, Derya Yiltas-Kaplan · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.