WareTwin: Autonomous Drone Airbase Digital Twin
Full-scale 300m campus 3D digital twin for autonomous drone manufacturing and flight operations
Problem Context & System Scope
WareTwin is a production-grade 3D digital twin built to mirror a full-scale 300-meter autonomous drone airbase facility.
The system renders a real-time interactive digital campus inside the browser at a steady 60 FPS without external plugin requirements, handling hundreds of concurrent telemetry streams, robotic arms, and aircraft trajectories.
It integrates deterministic multi-agent A* routing for automated ground transport, a multi-zone hangar with 160 bays, and synchronized flight operations across active runways.
Technical Breakdown & Pipeline Engineering
Spatial Campus Model & WebGL Scene Graph
Hierarchical 3D rendering pipeline built on Three.js and React Three Fiber.
- Modular chunking of 300m terrain, structures, and lighting to maintain 60 FPS on standard consumer GPUs.
- Dynamic Level of Detail (LOD) management for structural components, hangars, and flight runways.
- Custom shaders for runway approach lighting and atmospheric scattering.
Robotic Manufacturing Simulation Pipeline
Deterministic 6-stage autonomous manufacturing workflow simulation.
- Simulates carbon-fiber frame molding, avionics integration, robotic welding, optical calibration, and acoustic testing.
- Forward kinematics for robotic assembly arms with precision target reach.
- Dynamic defect injection and manufacturing telemetry logging.
Telemetry & Multi-Agent Routing Engine
Real-time state synchronization and conflict-free path generation.
- Decoupled state management using Zustand for zero-overhead component reactivity.
- Deterministic 2D/3D grid A* routing preventing collision across mobile automated guided vehicles (AGVs).
- PX4 / MAVLink telemetry parser translating simulated flight vectors into realistic pitch, yaw, and roll kinematics.
Engineering Hardships & Resolution
Implemented strict geometry instancing, frustum culling, and decoupled telemetry state ticks from the render loop via requestAnimationFrame memoization.
Designed a time-expanded A* reservation grid that reserves future space-time cells, ensuring deadlock-free multi-agent routing.
Quantitative Results & Impact
- Deployed into live interactive production accessible worldwide on Vercel.
- 82 automated unit and integration tests certifying telemetry parsers and routing safety.
- Adopted as reference demonstration for physical digital twins in modern aerospace workflows.