Introduction
IoT structural monitoring (SHM) systems have transformed infrastructure management, enabling continuous monitoring of structures like buildings, bridges, and more. These systems use sensors and cloud platforms to gather and interpret data on factors such as strain, vibration, and temperature. Here’s how they work and why understanding data analysis is essential for effective infrastructure management.
- IoT Sensors for Continuous Monitoring
IoT sensors detect real-time structural changes with data available for immediate analysis. For instance, the SHM system on Scotland’s Queensferry Crossing Bridge employed sensors to detect critical deformation due to extreme weather, enabling quick intervention.
- Data Acquisition Systems (DAS) and Cloud Access
DAS collect data and store it on cloud platforms, allowing remote access. Queensferry’s data was monitored remotely, showcasing the flexibility that cloud systems provide.
- Advanced Analytics for Informed Decision-Making
Analytical software uses machine learning algorithms to detect data patterns, identifying unusual variations. In the Queensferry case, machine learning forecasted maintenance needs, helping prevent extensive winter damage.
- Interpretative Models and Response Protocols
Data collection activates proactive response protocols, such as preventive repairs. Queensferry’s management adhered to a protocol that called for immediate intervention at the first signs of deterioration.
Conclusion
With AI and IoT integration, SHM systems are essential tools for modern infrastructure management. The Queensferry case illustrates how timely data interpretation can ensure the safety and efficiency of infrastructure, preventing issues before they become serious.
Explore Next Industries’ solutions
Next Industries offers both wireless and wired solutions for reliable long-distance data transmission, even in challenging environmental conditions. To learn more about our cutting-edge monitoring systems, designed to optimize your operation contact us at: info@nextind.eu
Source: www.teknoring.com