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.
Construction Engineering Structural Monitoring
StructureIQ’s Sentinel AI platform brings continuous intelligence to the construction phase of buildings and infrastructure projects by embedding advanced sensing and analytics directly into the structure. Rather than relying solely on periodic inspections, Sentinel AI enables real-time visibility into structural behavior as it evolves during construction—capturing load responses, material performance, and environmental effects from the earliest stages.
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.
Bridge Impact Monitoring
Modern bridge infrastructure operates under constant and unpredictable loading demands — daily traffic cycles, overweight vehicle crossings, vessel navigation in maritime corridors, seismic activity, and extreme weather events that accumulate stress and fatigue across a structure’s service life. From aging highway spans to critical port and waterway crossings, bridges are routinely exposed to high-energy impact events that traditional inspection regimes cannot capture in real time. For bridge owners, transportation agencies, and infrastructure operators, the consequences of undetected impact damage are severe: accelerated structural degradation, unplanned closures, costly emergency inspections, and safety liability that grows with every missed anomaly.
Bridge Structural Monitoring
For bridge owners, transportation agencies, and infrastructure operators, the consequences of undetected structural deterioration are severe: accelerated degradation, unplanned closures, costly emergency inspections, and safety liability that grows with every missed anomaly. StructureIQ deploys wireless Xnode accelerometers across the full bridge structure — deck spans, girders, pier caps, bearing assemblies, and abutments — capturing continuous dynamic response data and delivering real-time structural condition intelligence through Sentinel AI, its secure cloud-based SaaS platform.