IoT-Based Real-Time Structural Health Monitoring with Predictive Analytics
LeverageSmart Infrastructure & Civil Engineering TechnologyProject Objectives:
Develop a structural monitoring system using IoT sensors embedded in bridges or buildings to predict structural fatigue and prevent catastrophic failures.
Project Tasks:
Study structural health monitoring principles.
Integrate strain gauges and vibration sensors.
Develop edge-based signal preprocessing.
Build predictive maintenance ML model.
Design cloud dashboard for civil engineers.
Simulate structural stress conditions.
Analyze anomaly detection accuracy.
Evaluate long-term reliability.
Optimize sensor calibration methods.
Implement secure communication protocols.
Conduct performance benchmarking.
Document predictive maintenance results.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Machine Learning & Predictive AnalyticsData Visualization & Dashboard DevelopmentIot & Sensor IntegrationEmbedded Systems & MicrocontrollersCloud Computing & Real-Time Data Processing
