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Academic Innovations

Development of Low-Cost Federated Learning-Empowered Digital Twin Framework for Structural Health Monitoring (SHM) of Roads and Bridges built under PMGSY

Implementing Organization

BITS Pilani - Hyderabad Campus, Telangana

Innovator Details

Innovator
Dr. Shashank Gupta Assistant Professor
Co-Developer / Co-Innovator
Dr. S.N. Patel , Dr Gaurav Watts

About

It uses the Web-based dashboard, An algorithm for constructing a joint fitness function and fog-driven digital twin framework to monitor the health of roads and bridges. Web-based dashboard controller interfaced with low-cost SHM sensor Board unit that enables human structure interaction for real-time monitoring of roads and bridges. Digital twin technology improvises the monitoring services of civil infrastructures likes roads and bridges built under PMGSY from physics-driven models, periodic manual reviews. to real-time, customized and data-driven federated learning models to prevent adverse effects of several ecological variations, vehicle loads, chemical reactions, and human-generated issues
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
4
TIH Name
IDAPT iHub Foundation
Status
ongoing
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