Taiwan is located on a high-risk seismic belt, where the safety of bridges and buildings is closely linked to natural disasters such as earthquakes and storms. However, traditional inspection methods often require significant manpower and financial resources, are time-consuming, and can be hazardous. This makes it challenging to obtain timely structural safety information after a disaster and to implement correct response measures, which can result in damage to bridges or buildings and lead to accidents.
MiTAC "Bridge Structure Detection System" addresses this issue by defining the strength reduction safety range of concrete structures according to the latest ACI 318-19 "Building Code Requirements for Structural Concrete" set by the American Concrete Institute. The system utilizes our proprietary "Vibration Sensing Network Module," combined with open meteorological data and AI vibration analysis technology, to continuously monitor changes in building structural safety. It provides trusted "Routine Health Check Reports" for maintenance units and, in the event of natural disasters such as earthquakes or typhoons, offers "Real-time Post-Disaster Inspection Reports" and proactive alert services. This enables maintenance units to take preemptive measures such as evacuating the public and closing roads or bridges, effectively mitigating disaster impact and achieving the ultimate goal of building structural inspection.
Product Features
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Advanced AI Diagnostics and Predictive Technology Use non-intrusive vibration sensors to capture and analyze the vibration patterns of structures. By employing an LSTM-autoencoder deep learning framework to accurately assess structural safety, evaluate building strength, calculate cable forces, and estimate scour levels at bridge piers. AI-driven predictions help identify trends in structural strength reduction, offering early warnings when critical thresholds are approached, enabling timely actions and informed decision-making. |
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Comprehensive IoT Data Integration and Analysis The system integrates open meteorological data to assess changes in building strength before and after natural disasters. It provides detailed evaluations of structural safety in response to these events. Additionally, it converts geometric and material properties (such as those of cables or bridge piers) into actionable metrics, including cable force values and scour measurements. |
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Real-Time Safety Monitoring and Reporting With continuous monitoring via vibration sensing network modules, we provide reliable "Routine Health Check Reports" and "Real-Time Post-Disaster Inspection Reports." This ensures that maintenance units receive up-to-date safety information, particularly after natural disasters like earthquakes or typhoons. |
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Intuitive Proactive Management System The unified system interface consolidates real-time structural safety data and historical information for multiple buildings. Featuring a user-friendly, modular interface with graphical and categorical displays, the system leverages AI to track frequency trends and predict when safety thresholds will be reached. This allows for swift assessment of building conditions and facilitates the implementation of necessary protective measures. |
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System Components
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Bridge/Building Safety Notification System：Establishing notification criteria and content, setting warning values and alert recipients for bridge/building safety indicators and their rate of change.
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Integrated Network Data Platform：Consolidating "Vibration Sensing Modules" and "Open Weather Data" to query vibration records and analysis results for various events on the platform.
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AI Bridge/Building Safety Inference Module： Includes the development of safety assessment indicators and the usability verification of the logic for bridge/building safety inference.
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Bridge Structure Detection System DM