FracAdapt
FracAdapt is a full-stack fleet intelligence platform for mission planning, vehicle readiness, and terrain-aware maintenance. It gives operators a dashboard to monitor military vehicles across bases, track engine, suspension, brake, and transmission health, review maintenance history, and identify which assets are ready, at risk, or nearing service thresholds before deployment.
For route planning, the app connects interactive mapping with real-world data. It uses OpenRouteService for routing, OpenTopography SRTM elevation for terrain profiles, Open-Meteo for weather, and physics-based calculations for slope, roughness, traction, traversability, fuel use, cargo impact, route risk, and predicted component stress across changing conditions.
Its ML service adds a Python and PyTorch RCAN super-resolution pipeline that improves 30m DEM inputs toward 10m analysis while preserving elevation, slope, and curvature. Together, the React frontend, Node/Express backend, SQLite database, security layer, and deployment tooling turn geospatial and mechanical data into clear readiness signals and maintenance priorities.