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Sources & methodology

Primary references, explicit assumptions and traceable research. Reviewed on 4 October 2026.

Research reviewed 4 October 2026 Download chapter

Research approach

This edition uses energy-agency analysis, spacecraft engineering references, benchmark documentation, technical documentation and research papers. References appear beside the sections they support.

Forecasts retain their publication year and scenario context. A 2025 outlook is not relabeled as a 2026 measurement. Company feasibility summaries describe studies; preprints are identified as model-based research.

Evidence types

TypeMeaning
ResearchTechnical context attributed to an external source.
Worked exampleOur calculation with selected assumptions.
Design directionA proposed SpaceXSI principle or system.
Research synthesisOur interpretation connecting published findings.
Project resultA documented implementation and measurement; no results are asserted here.

Scope of this edition

The docs form a research and design foundation covering energy, useful computation, space systems and crypto coordination. They are not a completed spacecraft specification or token-economics model.

Original source titles are preserved for traceability. Updates should identify changes, review dates and the evidence supporting new claims.

Primary source library

IEA · 2025Energy and AI: energy demand

Data-centre demand estimates and scenario-based forecasts. Sector totals include workloads beyond intelligence.

The Green GridPower Usage Effectiveness

The definition of facility energy divided by IT equipment energy.

MLCommonsPower measurement for MLPerf

Methods connecting measured power, energy and benchmark performance.

Radovanović et al. · 2021 paperCarbon-Aware Computing for Datacenters

Scheduling flexible compute around time-varying grid carbon intensity.

NVIDIA · TensorRT documentationQuantization schemes

Lower-precision inference formats and their implementation constraints.

NASASmall spacecraft: power subsystems

Solar arrays, storage, eclipses and end-of-life power budgeting.

NASASmall spacecraft: thermal control

Heat transfer in vacuum and spacecraft thermal management.

NASA · 2024Space-based solar power study

A 2050-oriented study of power delivery to Earth, distinct from onboard electricity use.

Thales Alenia Space · 2024ASCEND feasibility study results

A consortium summary of orbital data-centre feasibility and lifecycle conditions.

Slava G. Turyshev · April 2026 preprintOrbital Data Centers: Spacecraft Constraints and Economic Viability

Model-dependent analysis of power, mass, communications, utilization and lifetime. A preprint, not demonstrated operation.

NASAEarth Observing-1: Ten Years of Innovation

A historical example of onboard intelligent scheduling and autonomous science.

ESA · September 2026Space Environment Report 2026

Orbital sustainability, reentry and disposal trends.

ethereum.orgEthereum energy consumption

The energy implications of proof-of-stake; reported estimates have specific dates and boundaries.

Updating the research

  • Recheck forecasts when newer editions are available.
  • Publish benchmarks with identifiable protocols and measurement boundaries.
  • Mark milestones complete only with linked deliverables.
  • Revisit orbital conclusions as demonstrations and lifecycle assessments emerge.
  • Retain assumptions so readers can reproduce calculations.
SpaceXSI Documentation Research edition · October 2026