Application Notes
AI-Powered Structural Health Monitoring for Safer Commercial Buildings and Infrastructure
StructureIQ provides AI-powered structural health monitoring solutions that deliver real-time insight into the condition of bridges, buildings, and other critical infrastructure, enabling safer, more resilient assets. By combining wireless smart sensors with advanced analytics, the platform continuously tracks how structures respond to loads, environmental events, and long-term deterioration, turning raw data into actionable intelligence for owners, engineers, and insurers. This continuous visibility supports early damage detection, predictive maintenance, and faster post-event assessments, helping reduce lifecycle costs while improving safety and risk management across the built environment.
Commercial Building Structural Monitoring
StructureIQ addresses the complexities of high-rise infrastructure by monitoring for “silent” degradation like concrete micro-cracking and foundation settlement. The wireless SHM system tracks lateral wind and seismic forces in real-time, allowing owners to identify hidden damages that traditional checks often miss. This data-driven approach shifts maintenance from reactive to predictive, protecting assets and extending the building’s lifespan.
Domed Stadium Structural Monitoring
StructureIQ offers a wireless Structural Health Monitoring (SHM) system specifically designed to mitigate the “silent threats” facing large-span domed stadiums, such as wind uplift, heavy rigging loads, and environmental stress. By using a high-density array of tri-axial accelerometers and displacement sensors, the platform detects early warning signs, such as deflection anomalies and connection fatigue, that visual inspections often miss. This real-time data enables facility managers to transition from reactive repairs to predictive maintenance, ensuring attendee safety and extending the venue’s structural lifespan.
Onshore Refinery – AI-based Structural Monitoring
StructureIQ’s Sentinel AI is an AI-powered Structural Health Monitoring platform for onshore oil refineries. It deploys wireless sensors across critical refinery assets — distillation towers, pressure vessels, piping systems, and structural supports — to deliver continuous, real-time structural condition data via a secure cloud dashboard, enabling early detection of degradation, reducing unplanned shutdowns, and extending asset operational life.
Offshore Platform AI-based Structural Monitoring
StructureIQ’s Sentinel AI is an AI-powered Structural Health Monitoring platform for offshore oil platforms. It deploys wireless sensors to deliver continuous, real-time structural condition data via a secure cloud dashboard, enabling early detection of degradation, reducing unplanned shutdowns, and extending platform operational life.
LNG Terminal Structural Monitoring
Structural risks in LNG terminals often develop out of sight—within concrete foundations, storage tanks, and marine structures—until they escalate into costly failures or operational disruptions. StructureIQ delivers a high-resolution, wireless structural health monitoring solution that transforms LNG assets into continuously “speaking” systems, streaming real-time data on stress, vibration, and material degradation. By combining dense sensor networks, secure cloud analytics, and automated alerting, the platform enables early anomaly detection, precise damage localization, and predictive maintenance. Designed for both new builds and retrofits, StructureIQ helps operators extend asset life, reduce unplanned downtime, and ensure safety and reliability across critical LNG infrastructure.
Pedestrian Bridge Structural Monitoring
Silent structural threats in pedestrian bridges often remain hidden until they trigger catastrophic failures, as recent tragedies have shown. This application note introduces StructureIQ’s high-resolution, wireless structural health monitoring solution, which turns bridges into continuously “speaking” assets by streaming real-time data on vibration, load, and degradation. Through vivid real-world case studies and detailed deployment strategies for both suspension and truss footbridges, it demonstrates how dense sensor arrays, secure cloud dashboards, and automated alerts enable precise damage localization, predictive maintenance, and life extension for critical pedestrian infrastructure.
Construction Engineering AI-based SHM
StructureIQ’s Sentinel AI is an AI-driven Structural Health Monitoring SaaS platform for construction engineering teams. Wireless Xnode sensors continuously measure vibration, tilt, and acceleration, transmitting data to an AI cloud that detects anomalies, fatigue, and drift trends. Results are delivered through a centralized dashboard, enabling real-time alerts, post-event assessments, and proactive lifecycle risk management.