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The Substrate Tables

Energy · water · compute · in numbers

Every kilowatt at an outpost costs about 0.37 tons of landed energy chain, every rung of local production costs a known number of kilowatt-hours per kilogram, and every substrate decision reduces to those two numbers plus sunlight, sink temperature, ice grade and light time.

Energy chain
0.37 t/kWe
Ladder span
7 orders
Storage crossover
6.6 h
Array, 100 kWe at 1 AU
294 m2
Water, 100 t/yr at 5%
41-57 kW
Confidence
Modeled

The conversion factor

Every Kilowatt Costs 0.37 Tons of Energy Chain

55 t of generation, storage, distribution and heat rejection delivers 150 kWe at the lunar minimum viable outpost.

The factor converts any load into landed mass. It comes from the bill of materials in The Primitives and prices every rung of the closure ladder; it is why the ladder is ordered by energy.

Energy chain mass at 0.37 t per kWe
LoadAverage powerEnergy chainRated
The Machine Shop MVP, average6.7 kW2.5 tModeled
Oxygen, 100 t a year80 kW30 tModeled
Water, 100 t a year at 5 wt% ice57 kW21 tModeled
Lunar minimum viable outpost, whole bus150 kWe55 tModeled
Metals reduction, 100 t a year228-457 kW84-167 tModeled

Specific energy

Seven Orders of Magnitude From Moving Dirt to Making a Chip

Sorting transformations by energy per kilogram puts the rungs in order without further assumption; each waits for the power plant to grow about tenfold.

Specific energy by rung: the closure ladder
RungTransformationkWh per kg of productBasisRated
Bulk massExcavate, haul, emplace regolith0.0003-0.0010.3-1.0 kWh per ton movedModeled
SalvageCut and re-form a landed hullAbout 0.04Plasma cut on 4 mm plateModeled
StructureMelt silicate; cast, sinter or draw fiber0.53 ideal, 0.84 realized1,500 K rise plus fusionModeled
WaterHeat icy regolith1.1-4.1 ideal, 3-14 realizedIce grade 10% down to 1%Modeled
OxygenElectrolyze water4.97 ideal, about 7 realized286 kJ per mole of waterObserved
MetalsReduce oxide to metal20-40Molten regolith electrolysisModeled
DevicesSemiconductor process chain1,000-100,000Fab energy per kg of deviceModeled

Salvage sits off the curve: cutting a landed Starship hull liberates finished 304L at 0.04 kWh/kg, material that carries 10-15 kWh/kg of terrestrial embodied energy.

Unlock cost

What Must Land Before a Rung Produces Anything

Dedicated hardware plus the energy chain its average draw implies. The column does not sum: the rungs share one bus and take turns.

Unlock cost by rung, lunar outpost rates
RungHardwareAverage powerEnergy chainProducesRated
SalvageAbout 0.2 tAbout 5 kW1.8 t66 t of 304L stainless per hullModeled
Bulk mass23.5 tAbout 50 kW18.4 tThousands of m3 a yearModeled
WaterAbout 12 t57-114 kW21-42 t100 t a yearModeled
OxygenAbout 10 tAbout 80 kW30 t100 t a yearModeled
Spares by machining3.1 t6.7 kW2.5 t69% of failuresModeled
Structure, formingAbout 1.1 t10-25 kW installedAbout 4 tTube, gaskets, bearing blanksModeled
Structure, fiber line2.5-5 t10-25 kW installed4-9 tMineral fiber from local silicateModeled
Metals reductionNo credible figure228-457 kW84-167 t100 t of alloy a yearModeled

The energy chains total 76-102 t against an outpost energy layer of 55 t, so the rungs are dispatched in campaigns, not run together - see one bus on The Triple Substrate.

Closure ratio

Below the Spares Rung, Closure Pays in Mass; Above It, in Schedule

Closure ratio = annual product mass ÷ (plant mass + 0.37 t/kWe × average power), per year. Its reciprocal is the payback time.

Closure ratio by rung
RungClosure ratioPaybackMass testRated
SalvageAbout 22 per yearAbout 3 weeksPassesModeled
Bulk massUndefined-Not applicable; displaces nothingModeled
OxygenAbout 2.5 per yearAbout 5 monthsPassesModeled
Water1.9-3.0 per year4-6 monthsPasses; spread is ice gradeModeled
Spares by machiningMarginal at the Moon, negative beyond7.5 years at the MoonFailsModeled
Structure, formingAbout 5 per buildOne campaignPassesModeled
Structure, cast base1.3-2.6 per expansionSecond expansionPasses, and compoundsModeled
Metals reductionUnder 1Never at outpost demandFails as closure; passes only as exportModeled

Salvage, oxygen, water and structure return their own landed mass within months to one campaign. Spares by machining fail the mass test everywhere past the Moon, and metals reduction fails it at any outpost demand, so their case rests on availability, design-loop time and self-expansion, as The Machine Shop MVP shows. Metals reduction is an export rung, justified only when the customer is somebody else.

Sunlight

Array Area Grows 90-Fold From Earth to Saturn

Sunlight falls with the square of distance; array area for 100 kWe at 25% end-to-end efficiency.

Sunlight and array area by distance
DestinationDistanceSunlightArray per 100 kWeRated
Mercury0.39 AU9,090 W/m244 m2Modeled
Venus orbit0.72 AU2,600 W/m2154 m2Modeled
Earth orbit, Moon1.0 AU1,361 W/m2294 m2Modeled
Mars1.52 AU586 W/m2683 m2Modeled
Ceres2.77 AU177 W/m22,260 m2Modeled
Jupiter system5.20 AU50 W/m27,950 m2Modeled
Saturn system9.54 AU15 W/m226,700 m2Modeled

Area is at full sun, before night, dust and angle. A lunar equatorial array is dark half the time; south-pole ridges are lit 80-90% of the year; Mars loses output for weeks in dust storms. Past the Belt, every serious plan uses a reactor.

Heat rejection

A Kilowatt Needs About 1.2 m2 of Radiator in Shadow and Three Times That in Lunar Daylight

Rejection depends on radiator temperature to the fourth power and on what the panel sees.

Radiator area per kW rejected, two-sided panel, emissivity 0.9
EnvironmentEffective sinkAt 300 KAt 350 KRated
Deep space; lunar polar shadow3-40 K1.21 m20.65 m2Modeled
Callisto surfaceAbout 120 K1.24 m20.66 m2Modeled
Mars surfaceAbout 200 K1.51 m20.73 m2Modeled
Lunar day, vertical panel over hot groundAbout 270 K3.52 m21.01 m2Modeled

Running hotter cuts area steeply: 350 K needs about half the area of 300 K. Electronics limit how hot a compute radiator can run, which is why cold sinks - lunar polar shadow, Callisto - matter for compute.

Storage

Past About Seven Hours of Darkness, Water Beats Batteries

Li-ion at 175 Wh/kg against a regenerative fuel cell with 25 kg/kW fixed mass and about 1.9 kg per kWh of water and tankage.

Storage crossover for a 25 kW load
DarknessLi-ion at 175 Wh/kgRegenerative fuel cellLighterRated
1 h0.1 t0.7 tBatteryModeled
6.6 h0.9 t0.9 tCrossoverModeled
10 h1.4 t1.1 tFuel cellModeled
100 h, best lunar polar ridge14 t5.3 tFuel cellModeled
354 h, equatorial lunar night51 t17 tFuel cellModeled

At a site making its own water, the fuel-cell reactant is local and only stacks and tanks ship. The same tank is also an oxygen and propellant reserve, which is why reserves are physically separated.

Water by grade

Ice Grade Moves Water Power Nearly Threefold Between 5% and 1%

Ideal heat is the regolith warmed 200 K plus 0.79 kWh/kg to sublimate the ice; realized is 2.5-3.5 times ideal.

The water chain by ice grade
Ice gradeRegolith per kg waterIdeal heatRealizedPower per 100 t a yearRated
10 wt%9 kg1.1 kWh/kg2.7-3.8 kWh/kg31-44 kWModeled
5 wt% (LCROSS at Cabeus: 5.6)19 kg1.4 kWh/kg3.6-5.0 kWh/kg41-57 kWObserved
2 wt%49 kg2.4 kWh/kg6.1-8.5 kWh/kg69-97 kWModeled
1 wt%99 kg4.1 kWh/kg10-14 kWh/kg117-163 kWModeled

One impact, LCROSS at Cabeus in 2009, is the only direct measurement of lunar polar ice grade. CNSA's Chang'e-7 is built to make the second.

Exchange rates

Energy Extracts Water, Water Stores Energy, Compute Turns Power to Heat

The conversions behind The Triple Substrate.

Exchange rates between energy, water and compute
ConversionRateRated
Electrolysis, water to hydrogen and oxygen4.4 kWh/kg water ideal; 6.3 at 70%Observed
Fuel cell, back to electricityAbout 2 kWh per kg water cycledModeled
Oxygen yield0.89 kg O2 per kg waterObserved
Compute power to heat1 W in, 1 W outObserved
Crew breathing oxygen0.84 kg O2 per person per dayObserved
Crew CO2 outputAbout 1 kg per person per dayObserved

Light time

Light Time Sets Who Decides

Round-trip signal time against the speed of the events that matter.

Control mode by light time
DestinationRound tripControl modeRated
Earth orbitUnder 0.3 sDirect teleoperationObserved
Moon2.6 sTeleoperation with lagObserved
Mars6-44 minDaily plans; local reactionObserved
Ceres30-62 minPlans per day or weekObserved
Callisto66-106 minRules and approvals onlyObserved
Pluto8-14 hFull autonomyObserved

A Mars landing takes about seven minutes against a 3-22 minute one-way delay, so every Mars landing has been autonomous. See Crewed vs Uncrewed Requirements.

Crew

Crew Raise the Firm Load About Eightfold

The load that can never pause, at the same early lunar site.

Firm load with and without crew, early lunar site
Load that cannot pauseFour crewNo crewRated
Life support15 kW0Modeled
Thermal control6 kW1-2 kWModeled
Avionics, communications, compute4 kW1.5-2 kWModeled
Firm load25 kWAbout 3 kWModeled

China

Chinese Programs on Every Substrate

Reactor, heater units, ice survey, regenerative life support and orbital compute.

Chinese hardware behind the substrate figures
ProgramSubstrateData pointRated
ILRS lunar nuclear power station · CNSA and RoscosmosEnergyDelivery 2035, completion around 2036Projected
Yutu-2 · CNSAEnergyRadioisotope heater units through every lunar night since 2019Observed
Chang'e-7 · CNSAWaterShadowed-crater ice survey; launch postponed 24 August 2026Building
Tiangong · CMSAWaterRegenerative water recovery and electrolysis oxygen since 2022Observed
Three-Body Computing Constellation · ADA Space and Zhejiang LabCompute12 satellites, up to 744 TOPS each, flown May 2025Observed

Contested

Deliberately Not Claimed

The load-bearing uncertainties, tagged with the confidence they actually earn.

Modeled

0.37 t/kWe is one outpost's bill of materials. It assumes the lunar mix of solar, storage and a first reactor; a reactor-only Mars or Callisto site has a different factor, not yet derived.

Modeled

Realized water energy is a range, not a measurement. No extraction plant has run on lunar ice; the 2.5-3.5 times multiplier on ideal heat is an engineering estimate.

Modeled

Metals reduction has no plant mass. No off-Earth smelter mass has been derived anywhere in the analysis; the rung is excluded on its energy chain alone.

Modeled

The storage crossover depends on tank technology. Cryogenic storage of hydrogen and oxygen at the lunar poles could cut fuel-cell tankage well below the high-pressure figure used here.

Record

Provenance and Data Sources

Confidence
Observed for flown, fielded or measured - Building for hardware and programs in development - Projected for announced plans - Modeled for original analysis
Status date
Q4 2026
Analysis
Closure Sequencing, Revision C (August 2026); The Primitives and its Machine Shop and Composite-Structure annexes; The Triple Substrate
Physical data
Solar constant 1,361 W/m2; Stefan-Boltzmann law; heat of formation of water; LCROSS Cabeus result (2009); NASA crew consumables
China
CNSA-Roscosmos agreement (May 2025); Yutu-2; Chang'e-7 postponement (24 August 2026); Tiangong; Three-Body Computing Constellation
Weakest link
Lunar ice grade and the 0.37 t/kWe factor outside the Moon