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