Project Information

Duration

January 2022 - June 2023

Role

Lead Researcher

Institution

MIT

Category

Structural Engineering

Tags
AI Machine Learning IoT Bridges Monitoring

Overview

Developed an intelligent monitoring system that uses IoT sensors and deep learning algorithms to detect structural damage in bridges. The system processes vibration data in real-time and provides early warnings for maintenance needs.

Detailed Description

This project integrates wireless sensor networks with advanced machine learning models to create a comprehensive structural health monitoring solution. The system achieves 95% accuracy in damage detection and has been tested on three highway bridges in collaboration with the Department of Transportation.