Aviation use case · side by side

PEM or SOFCfor hydrogen-electric aircraft

Both chemistries run on hydrogen, but they suit different jobs in an aircraft. This page sizes each one from the twin for the three steps of the hydrogen-electric ladder, and sets the results against public roadmap figures. Every model number is a development result, not validated.

Fuel-cell explorer

See the system to scale

Cells solid and to scale, balance of plant in grey X-ray. Drag to turn, pinch or scroll to zoom.

Loading the 3D view
  • PEM plates
  • SOFC tubes
  • Balance of plant (placeholder)

Screening estimate from archee.api.system_estimate (also fctwin system). PEM: planar cells, 370 per stack at 1.34 mm, the Toyota Mirai cell thickness [mirai], 280 cm² active area ASSUMED on a plate 2.5 times larger, the Mirai's ratio [doe-mirai]. SOFC state-of-art class (default): a linear cell fitted to one published point, 1.4 W/cm² at 0.7 V and 750 °C (Jülich anode-supported cell), drawn as 2 mm outer-diameter micro-tubes, 50 mm active, 1 mm gap (micro-tubes of 1.9 mm have reached 1.1 W/cm² at 600 °C, AIST, Science 2009); an estimate, not a twin model. SOFC lab rig cell (switch): the twin’s own 7 mm tube (0.22 mm wall, 40 mm active, 9.07 cm²) at a pitch of its diameter plus the model’s 3 mm air gap. Both in bundles of 20 × 20 tubes; details in docs/SOFC_CHECK.md. BoP kW/kW: PEM from the twin's own compressor model (2.51 bar, stoichiometry 2, 68 %, plus 0.3 kW per stack); SOFC blower ASSUMED (stoichiometry 4, pressure ratio 1.1). PEM stack kW/kg: FlyZero 7 (2026) and 16 (2050), interpolated for 2030 and 2035; system kW/kg: FlyZero mid-range; BoP mass is the difference [flyzero]. SOFC: stack only [review] [nasa]. Ground-level ambient; altitude raises compressor power.

Checked against the Toyota Mirai stack [mirai] [doe-mirai] [anl-mirai]: cells needed at its rated point (378 against 370), compressor power (16.3 against up to 15 kW) and stack volume agree. The twin’s lab cell gave 0.44 V at the Mirai’s 1.9 A/cm² against 0.67 V, so the PEM model was recalibrated: membrane resistance refitted to that one published point (Mirai-class, the default here; switch above). It is a one-point calibration, not a validation, and it over-predicts voltage near open circuit. Stack mass still uses FlyZero targets, 3.5–8 times the Mirai’s 2.0 kW/kg. Details: docs/MIRAI_BENCHMARK.md.

Benefits and assumptions

PEM · proton-exchange membrane

Benefits

  • Starts in under a minute and follows load, including transients [nasa]
  • Mature at automotive scale: Mirai-class cells give 0.78 W/cm² at 1 A/cm² (state-of-art SOFC class: 1.20 W/cm² at 0.8 V) [twin] [mirai]
  • Published flight roadmap: FlyZero 2.0–2.5 kW/kg stack + BoP by 2030 [flyzero]
  • Flown in commuter demonstrators; FlyZero TRL 6 by 2026 [flyzero] [review]

Assumptions in this twin

  • Mirai-class calibration: membrane resistance refitted to one public Toyota Mirai point (0.67 V at 1.9 A/cm²); other coefficients from the lab anchor
  • 80 °C, 2.53 bar, RH 0.6, cathode stoichiometry 2; sized at 1.0 A/cm² (0.784 V, 63 % LHV)
  • Mass from FlyZero targets, 3.5–8 times the Mirai’s demonstrated 2.0 kW/kg
  • The frozen lab anchor still loses to a fixed 0.7 V baseline on measured lab data (120.6 vs 34.2 mV error)

SOFC · solid oxide

Benefits

  • Higher efficiency: 64 % against 63 % (LHV), so 2 % less hydrogen for the same power [twin]
  • Less heat to reject, and at 600–1,000 °C it is high-grade: usable by a turbine or heat exchanger [twin] [review]
  • Fuel flexible and tolerant of CO and other contaminants [nasa] [review]
  • Steady duty suits APU, ground power and turbine-hybrid roles [nasa] [review]

Assumptions in this twin

  • State-of-art class (default): linear cell fitted to one published point, 1.4 W/cm² at 0.7 V and 750 °C (Jülich), packaged as 2 mm micro-tubes; an estimate, not a twin model
  • Lab rig cell (switch): the twin’s frozen 7 mm tubular cell at 800 °C, 50 mL/min fuel, 0.24 W/cm² at 0.8 V; fuel-limited below about 0.6 V
  • Sized at 0.8 V (1.50 A/cm² in the selected default)
  • No mass model and no flight target: published figures span 0.51 kW/kg (cell) to a claimed 2.5
  • Start-up (tens of minutes to hours), thermal cycling and altitude not modelled; acceptance gate blocked

The use case

Scaling up step by step

  1. Step 1 · by 2030Business + taxi, 4–9 seats350–600 kW
  2. Step 2 · 2030sRegional, 9–100 seats600–2,000+ kW
  3. Step 3 · 2040sLarger single-aisle4+ MW

Ladder as presented by H2FLY [h2fly]. Sizing below uses the top of each power band.

From the twin

What one cell delivers

Per square centimetre, a state-of-art SOFC cell (estimated from a published 1.4 W/cm² cell) gives 1.20 W/cm² at 0.8 V, more than the Mirai-class PEM cell's 1.41 W/cm² peak. The twin's own lab rig SOFC cell reaches only 0.35 W/cm²: it is a 7 mm research tube on a small fuel supply, not a stack cell.

00.511.522.50.00.20.40.60.81.01.20.00.40.81.21.6Toyota Mirai rated point, 0.67 V at 1.9 A/cm²Current density (A/cm²)Cell voltage (V), solidPower density (W/cm²), dashed
PEM Mirai-class 80 °CPEM lab cell 75 °C (frozen anchor)SOFC state-of-art class 750 °C (estimated)SOFC rig cell 800 °CSOFC rig cell 700 °C Twin model outputs, not validated. PEM Mirai-class: membrane resistance refitted to a public Toyota Mirai point, 2.53 bar; lab cell: frozen anchor, 2.51 bar; both RH 0.6, stoichiometry 2. SOFC: frozen v1 tubular cell, 3 % steam, 50 mL/min. The SOFC curves bend down near 0.6 A/cm² because the rig fuel flow runs out (90 % utilisation at 0.5 V); a stack fed more fuel would go further.

Sized for each step

Same power, different machines

Each stack is sized for the net electrical power of the step: PEM at 1.0 A/cm², SOFC at 0.8 V. Which cell you assume changes the answer. At 2,000 kW: Mirai-class PEM vs state-of-art SOFC: hydrogen 96 against 94 kg/h, SOFC area 0.7× PEM; Mirai-class PEM vs the rig SOFC cell: hydrogen 96 against 94 kg/h, SOFC area 3.2× PEM; lab PEM cell vs state-of-art SOFC: hydrogen 115 against 94 kg/h, SOFC area 0.5× PEM; both lab cells: hydrogen 115 against 94 kg/h, SOFC area 2.7× PEM.

Step 1 · by 2030Business + taxi, 4–9 seats · sized at 600 kWStep 2 · 2030sRegional, 9–100 seats · sized at 2,000 kWStep 3 · 2040sLarger single-aisle · sized at 4,000 kW
PEMSOFCPEMSOFCPEMSOFC
Operating point0.784 V · 1.00 A/cm²0.800 V · 1.50 A/cm²0.784 V · 1.00 A/cm²0.800 V · 1.50 A/cm²0.784 V · 1.00 A/cm²0.800 V · 1.50 A/cm²
Active area76.5 m²50 m²255 m²167 m²510 m²333 m²
Hydrogen at full power28.8 kg/h28.2 kg/h95.9 kg/h94 kg/h192 kg/h188 kg/h
Heat to reject359 kW at ~80 °C340 kW at ~800 °C1,196 kW at ~80 °C1,133 kW at ~800 °C2,392 kW at ~80 °C2,266 kW at ~800 °C
Stack + BoP mass240 – 300 kg (FlyZero 2030 target)No published target667 – 800 kg (FlyZero 2035 target)No published target1,143 – 1,333 kg (FlyZero 2050 target)No published target
Step 1 · by 2030Business + taxi, 4–9 seats · sized at 600 kWStep 2 · 2030sRegional, 9–100 seats · sized at 2,000 kWStep 3 · 2040sLarger single-aisle · sized at 4,000 kW
PEMSOFCPEMSOFCPEMSOFC
Operating point0.784 V · 1.00 A/cm²0.800 V · 0.30 A/cm²0.784 V · 1.00 A/cm²0.800 V · 0.30 A/cm²0.784 V · 1.00 A/cm²0.800 V · 0.30 A/cm²
Active area76.5 m²247 m²255 m²825 m²510 m²1,649 m²
Hydrogen at full power28.8 kg/h28.2 kg/h95.9 kg/h94 kg/h192 kg/h188 kg/h
Heat to reject359 kW at ~80 °C340 kW at ~800 °C1,196 kW at ~80 °C1,133 kW at ~800 °C2,392 kW at ~80 °C2,266 kW at ~800 °C
Stack + BoP mass240 – 300 kg (FlyZero 2030 target)No published target667 – 800 kg (FlyZero 2035 target)No published target1,143 – 1,333 kg (FlyZero 2050 target)No published target
Step 1 · by 2030Business + taxi, 4–9 seats · sized at 600 kWStep 2 · 2030sRegional, 9–100 seats · sized at 2,000 kWStep 3 · 2040sLarger single-aisle · sized at 4,000 kW
PEMSOFCPEMSOFCPEMSOFC
Operating point0.656 V · 1.00 A/cm²0.800 V · 1.50 A/cm²0.656 V · 1.00 A/cm²0.800 V · 1.50 A/cm²0.656 V · 1.00 A/cm²0.800 V · 1.50 A/cm²
Active area91.4 m²50 m²305 m²167 m²610 m²333 m²
Hydrogen at full power34.4 kg/h28.2 kg/h115 kg/h94 kg/h229 kg/h188 kg/h
Heat to reject546 kW at ~75 °C340 kW at ~800 °C1,820 kW at ~75 °C1,133 kW at ~800 °C3,639 kW at ~75 °C2,266 kW at ~800 °C
Stack + BoP mass240 – 300 kg (FlyZero 2030 target)No published target667 – 800 kg (FlyZero 2035 target)No published target1,143 – 1,333 kg (FlyZero 2050 target)No published target
Step 1 · by 2030Business + taxi, 4–9 seats · sized at 600 kWStep 2 · 2030sRegional, 9–100 seats · sized at 2,000 kWStep 3 · 2040sLarger single-aisle · sized at 4,000 kW
PEMSOFCPEMSOFCPEMSOFC
Operating point0.656 V · 1.00 A/cm²0.800 V · 0.30 A/cm²0.656 V · 1.00 A/cm²0.800 V · 0.30 A/cm²0.656 V · 1.00 A/cm²0.800 V · 0.30 A/cm²
Active area91.4 m²247 m²305 m²825 m²610 m²1,649 m²
Hydrogen at full power34.4 kg/h28.2 kg/h115 kg/h94 kg/h229 kg/h188 kg/h
Heat to reject546 kW at ~75 °C340 kW at ~800 °C1,820 kW at ~75 °C1,133 kW at ~800 °C3,639 kW at ~75 °C2,266 kW at ~800 °C
Stack + BoP mass240 – 300 kg (FlyZero 2030 target)No published target667 – 800 kg (FlyZero 2035 target)No published target1,143 – 1,333 kg (FlyZero 2050 target)No published target

Screening estimate from archee.api.size_stack: stack only, 100 % hydrogen utilisation, LHV heat basis, no compressor, converter or balance-of-plant losses. PEM mass uses FlyZero stack + BoP targets [flyzero]; there is no comparable SOFC target.

Try it

Size your own case

Computed in your browser with the same code as the web API (/api/v1/size); SOFC current density is interpolated from the twin's 800 °C curve.

Beyond the curves

How they differ in an aircraft

PEMSOFCSource
Operating temperature65–95 °C today; FlyZero target 80 °C (2026) → 100 °C (2035)600–1,000 °C[nasa] [flyzero] [review]
Start-upUnder 1 minuteTens of minutes to hours (ceramic stack must be heated)[nasa]
Load followingBase load and transientsBase load only: the ceramic electrolyte limits transient response[nasa]
Specific powerFlyZero stack + BoP target 1.5–2.0 kW/kg (2026) → 3.0–3.5 (2050); H2GEAR system roadmap (stack + BoP + thermal) 0.92 kW/kg (2025) → 1.3 (2030) → >2.1 (2035); a public 100–400 kW product claims >1.5 kW/kgCell level 0.51 kW/kg as tabulated in a 2025 review; NASA claims up to 2.5 kW/kg for an advanced design; no FlyZero target[flyzero] [h2gear] [zeroavia] [review]
HeatLow-grade, near 80 °C, with stack efficiency typically 40–50 %: large radiators or vapour-compression cooling; HT-PEM (PBI, 30–90 °C hotter) eases thisHigh-grade, hundreds of °C: usable by a turbine or heat exchanger, but complex thermal management[flyzero] [h2gear] [review]
Fuel and contaminantsNeeds clean hydrogen; CO poisons platinum (HT-PEM is more tolerant)Many fuels (CO is a fuel); tolerant of contaminants[nasa] [review]
Pressure and cyclingPressurised operation commonSeals limit pressure; needs thermal-cycling capability[nasa]
Maturity for flightFlyZero: TRL 6 by 2026; flown in commuter demonstratorsLow TRL for flight; no flight role identified in the 2025 review[flyzero] [review]
Natural aviation roleMain propulsion (Steps 1–3)APU, ground power and turbine-hybrid concepts; long, steady duty[nasa] [review]

The crossover question

What a ground deployment proves

Ground markets can retire some risks before flight. They cannot prove power per kilogram, altitude, vibration or certification, which must be funded as flight-specific work.

RiskPEM ground routeSOFC ground routeCarries over to flight
Stack durability under real hoursBackup and ground power, busesData-centre and distributed power (steady duty suits SOFC)Partial: flight duty cycle differs
Manufacturing cost, yield and UK supply chainVolume from ground marketsVolume from data-centre ordersHigh
Controls, health monitoring and AIFleet data to train and validate modelsFleet data to train and validate modelsHigh
Thermal managementLow-grade heat rejection at scaleHigh-grade heat recovery and integrationPartial: ram air and altitude differ
kW/kg, altitude, vibration, certificationNot proved on the groundNot proved on the groundNone: fund separately

Same aircraft, third energy store

Where the battery fits

Neither cell is flown alone. A fuel-cell regional aircraft also carries a battery buffer for start-up and transients, which the battery twin can size.

Battery role in a fuel-cell aircraftPublished requirement
Fuel-cell start-up and transients (regional)50 kWh, 200 Wh/kg, peak above 5C [ati-battery]
Full electrification, regional / single-aisleAbove 1,000 / 1,500 Wh/kg [ati-battery]
Scalability of fuel-cell propulsion with battery hybridisationStill unclear; would need much larger batteries [ati-battery]

Design an aviation pack in the battery twin →Battery twin home

Where this leaves the twin

Evidence and limits

Sources

  1. [flyzero] FlyZero, Fuel Cells Roadmap Report, FZO-PPN-COM-0033 (ATI, March 2022)
  2. [nasa] NASA Glenn Research Center, Fuel Cell and Hydrogen Activities Overview, presented to Robinson Research Institute (Feb 2024)
  3. [review] Gopalasingam, Rakhshani & Rodriguez, Hydrogen Propulsion Technologies for Aviation, Hydrogen 6(4) 92 (2025)
  4. [zeroavia] ZeroAvia, Components brochure (public marketing material)
  5. [h2fly] H2FLY step-by-step scaling (R. Mueller in Leeham News, 12 Oct 2026; Aerospace Global News, 15 May 2026; Fuel Cells Works, 4 May 2026; FLUG REVUE)
  6. [h2gear] Hales et al., H2GEAR: hydrogen-electric propulsion, AIAA AVIATION 2023, doi:10.2514/6.2023-3874 (GKN Aerospace)
  7. [mirai] Yoshida & Kojima, Toyota MIRAI Fuel Cell Vehicle and Progress Toward a Future Hydrogen Society, ECS Interface 24(2), 2015
  8. [doe-mirai] B. James, Fuel Cell Systems Analysis, DOE Hydrogen Program Annual Merit Review 2017 (fc163)
  9. [anl-mirai] Lohse-Busch et al., Automotive fuel cell stack and system efficiency and fuel consumption based on vehicle testing (ANL, OSTI 1606353)
  10. [ati-battery] ATI INSIGHT, Aerospace Battery Requirements (Aerospace Technology Institute, September 2026)
  11. [twin] This twin: archee.api (frozen PEM anchor and SOFC v1 models)