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Space AI Simulator

An interactive web-based simulator designed to model the power requirements and orbital mechanics of space-based AI data centers.

Overview

As Earth-based data centers consume increasing amounts of energy and require massive cooling infrastructure, "Space Compute" offers a futuristic alternative: access to 24/7 solar power and natural vacuum cooling. This simulator helps visualize the technical feasibility of such missions.

Core Features

  • Orbital Mechanics Engine: Real-time calculation of orbital periods and velocity based on altitude.
  • Power System Analysis: Models solar flux (1366 W/m²), panel area vs. satellite mass, and multi-junction cell efficiency.
  • AI Payload Modeling: Configure continuous power demand for high-performance compute clusters (GPUs/TPUs).
  • Eclipse Simulations: Visualizes and calculates energy deficits during Earth's shadow periods for LEO orbits.
  • Viability Scoring: Determines if a mission configuration is sustainable over long durations.

Physics & Assumptions

  • Solar Flux: Standard solar constant of 1366 W/m² used for energy generation calculations.
  • Area Ratio: Assumes 1m² of solar panel surface area is available for every 10kg of satellite mass.
  • Orbits:
    • LEO (Low Earth Orbit): 200km - 2,000km. Frequent eclipses.
    • SSO (Sun-Synchronous): Optimized polar orbit for constant sunlight.
    • GEO (Geostationary): ~35,786km. Fixed position relative to Earth.

How to Use

  1. Select Orbit: Toggle between SSO, LEO, or GEO to see how sunlight uptime changes.
  2. Adjust Altitude: Change the distance from Earth to see the effect on the orbital period.
  3. Configure Efficiency: Modify solar panel tech (Standard 20% vs Advanced 45%).
  4. Set AI Demand: Input the kilowatt requirement for your space data center.
  5. Analyze Results: Review the charts to ensure generated energy (blue area) covers the continuous demand (red line).

Technology Stack

  • React + TypeScript: Robust frontend architecture.
  • Tailwind CSS: Modern, responsive styling.
  • Recharts: High-performance data visualization.
  • Lucide React: Clean, semantic iconography.

Created for educational purposes to demonstrate the intersection of aerospace engineering and high-performance computing.

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Orbital mechanics & power systems simulator

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