KardashevAI — HELIOS Constellation Optimizer

KardashevAI

HELIOS — Constellation Optimizer

Mission

Initial Distribution

Parameters

Constellation Size150

Orbital Altitude (km)550

Failure Rate (%)0

Fuel Budget (m/s/yr)8

Space Weather

G0 — QUIET

Kp 1.0

Beam Attenuation: 0.0 dB

72h Forecast: Kp 1.0 (5%)

Legend

Photovoltaic

Thermophotovoltaic

Thermal Concentrator

Plasma Collector

Multi-band

Failed / destroyed

Protected (storm)

Energy beam

Predicted Conjunctions: 0

Telemetry In

-- sats | -- planes

Kp 1.0 | G0 Quiet

▶

HELIOS Engine

8 objectives | Step 0

Reward: 0.0

▶

Commands Out

0 optimized | 0 collisions

Resilience: --

Energy Output

0.0 GW

Capture Efficiency0%

Beam Utilization0%

Constellation Health

Active Elements150/150

Optimized0

Pre-AI Collisions0

Post-AI Collisions0

Cascade RiskLow

Resilience—

SSR Score—

AI Algorithm

Objectives8

ArchitectureHierarchical

Collector Types5

Ground Stations4

Training Steps0

Avg Reward0.0

Exploration0.300

Replay Buffer0

Storm ForecastKp 1.0

ConvergenceNo

Ground Stations

EU (Berlin)—

NA (Houston)—

AS (Tokyo)—

OC (Sydney)—

Fleet Fuel Status

Avg Fuel100%

Critical (<10%)0

Data Sources

NOAA SWPCLive

EU SST—

Space-Track—

ENTSO-E—

NASA DONKI—

Fragmentation Events—

Re-entry Alerts—

Solar Risk—

Orbital Compute

Active Compute—

Utilization—

Power Generation—

Nodes Sunlit—

Nodes Eclipsed—

Avg Battery—

Revenue (USD/yr)—

Beam Steering

Array Elements—

Aperture Side—

Peak Gain—

Effective Gain—

Gain vs Baseline—

Sidelobe Az—

Sidelobe El—

Beamwidth (3 dB)—

Pointing Error—

Jitter Loss—

Optimized DC—

Thermal Predictive

Peak Temperature—

Thermal Margin—

Predicted Utilization—

Violations—

Horizon—

Grid Roles

Constellation—

Energy—

Compute—

Relay—

Storage—

Hybrid—

Active Routes—

Solver—

Max Flow—

Multi-hop Eff.—

Storage Buffered—

Hybrid Export—

Total Delivered—

Rendezvous & Proximity Ops

Mode—

Burn 1 Δv—

Burn 2 Δv—

Total Δv—

Time of Flight—

Status—

Energy History