Real-time optimization for space-based solar power constellations. We coordinate thousands of satellites — maximizing energy capture, preventing collisions, and adapting to space weather.
Space-based solar power requires constellations of thousands of satellites collecting energy and beaming it to Earth. The hardware is being built. But no software exists to coordinate these swarms in real time — deciding where each collector should orbit, how to orient its panels, and when to reconfigure.
A single collision between two satellites at orbital velocity generates debris that can cascade through the entire constellation. Without AI coordination, operators are flying blind — risking billions in hardware and years of development on static plans that can't adapt.
Hierarchical multi-objective reinforcement learning (PPO) that decomposes constellations into orbital pods, reducing complexity from O(N²) to O(K² + K·M²). Enables real-time optimization for up to 10,000 elements.
Sub-milliradian targeting for microwave and laser power transmission. End-to-end link budget modeling with atmospheric absorption, ionospheric scintillation, and Faraday rotation compensation.
Real-time NOAA Kp-index integration for solar storm detection. Automatically reconfigures the constellation during geomagnetic events — protecting elements from radiation and compensating beam attenuation.
Full-fidelity orbital simulation with SGP4/SDP4 propagation and J2-J6 perturbation corrections. Monte Carlo failure testing at 1%-30% rates. 500-satellite, 10-year simulations in under 4 minutes.
Predictive collision modeling incorporating Kessler syndrome dynamics. Identifies and eliminates cascade-prone configurations before they become hazardous — even when individual collision probabilities are within tolerance.
Our optimization engine coordinates hundreds of satellites in real-time, adapting to failures and maximizing energy capture across the constellation.
Optimize orbital solar farms that beam clean energy to Earth 24/7, eliminating intermittency and maximizing yield per satellite.
Coordinate power generation and distribution for space-based data centers. Ensure uninterrupted supply for AI compute workloads.
Route orbital energy beams to remote installations or disaster zones on demand. Emergency power without ground infrastructure dependencies.
Solar relay satellites providing power during the 14-day lunar night. Collector arrays optimized for interplanetary mission propulsion.
Results from controlled experiments in our digital twin environment. 500-satellite constellation at 550 km altitude, sun-synchronous orbit, compared against conventional planning baselines.
We work with constellation operators, space agencies, and energy infrastructure developers. Reach out to discuss your mission requirements.