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equinor/neqsim/.github/skills/neqsim-hydrogen-production/SKILL.md

neqsim-hydrogen-production

Hydrogen production routes (SMR/ATR/POX, blue-H2 WGS/capture/compression chains, electrolysis, ammonia cracking) with NeqSim. USE WHEN: modeling fired SMR reformers, ATR and POX syngas generators, water-gas shift, pressure-swing adsorption (PSA), CO2 capture/compression/export placeholders, H2 drying/compression/export, water electrolyzers (PEM/Alkaline/SOEC/AEM), stack I-V curves, hydrogen plant cost estimation, para/ortho hydrogen conversion, catalyst deactivation, or blue/green H2 flowsheets.

Source repository stars
147
Declared platforms
0
Static risk flags
0
Last source update
2026-08-28
Source checked
2026-08-28

Decision brief

What it does: where it fits

Guide for modeling hydrogen production routes — steam methane reforming (SMR), autothermal reforming (ATR), partial oxidation (POX), PSA purification (blue H2), and water electrolysis (green/pink H2). Companion to neqsim-ccs-hydrogen (transport/storage/blending) and neqsim-react…

Best for

  • SMR fired reformer, ATR, and POX plant flowsheets with WGS + PSA
  • Oxygen-to-carbon and steam-to-carbon envelope screening
  • Reformer furnace heat-balance and tube-wall checks

Not for

  • Thermochemical scope: ReformerFurnace, AutothermalReformer, and
  • Trace products: Gibbs syngas models need product components present in the

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
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npx skills add https://github.com/equinor/neqsim --skill ".github/skills/neqsim-hydrogen-production"
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Inspect the Agent Skill "neqsim-hydrogen-production" from https://github.com/equinor/neqsim/blob/9e4e36d4b6a59404ac9aa629740fbc312610d3c8/.github/skills/neqsim-hydrogen-production/SKILL.md at commit 9e4e36d4b6a59404ac9aa629740fbc312610d3c8. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

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  1. 01

    Tests for verification

    Review the “Tests for verification” section in the pinned source before continuing.

    Review and apply the “Tests for verification” source section.
  2. 02

    When to Use This Skill

    SMR fired reformer, ATR, and POX plant flowsheets with WGS + PSA

    SMR fired reformer, ATR, and POX plant flowsheets with WGS + PSAOxygen-to-carbon and steam-to-carbon envelope screeningReformer furnace heat-balance and tube-wall checks
  3. 03

    Applicable Standards

    Review the “Applicable Standards” section in the pinned source before continuing.

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  4. 04

    Core Classes (Thermochemical route templates)

    Review the “Core Classes (Thermochemical route templates)” section in the pinned source before continuing.

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  5. 05

    Thermochemical maturity map

    Review the “Thermochemical maturity map” section in the pinned source before continuing.

    Review and apply the “Thermochemical maturity map” source section.

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Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score91/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars147SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
equinor/neqsim
Skill path
.github/skills/neqsim-hydrogen-production/SKILL.md
Commit
9e4e36d4b6a59404ac9aa629740fbc312610d3c8
License
Apache-2.0
Collected
2026-08-28
Default branch
master
View the original SKILL.md

Hydrogen Production with NeqSim

Guide for modeling hydrogen production routes — steam methane reforming (SMR), autothermal reforming (ATR), partial oxidation (POX), PSA purification (blue H2), and water electrolysis (green/pink H2). Companion to neqsim-ccs-hydrogen (transport/storage/blending) and neqsim-reaction-engineering (reformer kinetics).

When to Use This Skill

  • SMR fired reformer, ATR, and POX plant flowsheets with WGS + PSA
  • Oxygen-to-carbon and steam-to-carbon envelope screening
  • Reformer furnace heat-balance and tube-wall checks
  • POX/ATR quench, refractory, soot-risk, and H2/CO screening
  • PSA bed sizing and purity/recovery analysis
  • Electrolyzer technology selection (PEM vs Alkaline vs SOEC vs AEM)
  • Stack voltage modeling from current density (I-V curves)
  • Specific energy consumption (kWh/kg H₂)
  • Hydrogen plant CAPEX estimation
  • Cryogenic para/ortho H₂ conversion screening
  • Catalyst activity decay for SMR/WGS/ammonia cracking studies
  • Blue vs green H₂ techno-economic comparison

Applicable Standards

StandardScope
ISO 14687Hydrogen fuel quality (PEM-FC grade ≥ 99.97% H₂)
ISO 22734Industrial water electrolyzers — safety
IEC 62282Fuel cell technologies (electrochemistry conventions)
API 941Steels for H₂ service (Nelson curves)
ASME B31.12Hydrogen piping and pipelines
EIGA Doc 121H₂ generator design (SMR/electrolysis)
IRENA 2022Green H₂ cost benchmarks
IEA Global H₂ Review 2023Capacity factors, USD/kW benchmarks

Core Classes (Thermochemical route templates)

ClassPackagePurpose
CatalyticTubeReformerneqsim.process.equipment.reactorTube-side SMR equilibrium model with duty, pressure-drop, tube-wall, heat-flux, and catalyst-activity screening
ReformerFurnaceneqsim.process.equipment.reactorFired SMR furnace coupling FurnaceBurner combustion heat to reformer-tube duty
SyngasBurnerZoneneqsim.process.equipment.reactorOxygen-blown ATR/POX burner-zone model with O2/C envelope and flame-temperature screening
AutothermalReformerneqsim.process.equipment.reactorATR template with O2/C and S/C controls, burner zone, catalytic equilibrium zone, and soot-risk metric
PartialOxidationReactorneqsim.process.equipment.reactorPOX template with O2/C control, refractory warning, fast quench, and H2/CO output
QuenchSectionneqsim.process.equipment.reactorRapid syngas cooling model with heat-removed and quench-severity outputs
WaterGasShiftReactorneqsim.process.equipment.reactorHT/LT WGS equilibrium wrapper with CO conversion, H2 gain, CO2 formation, duty, and WGS ratio reporting
ComponentCaptureUnitneqsim.process.equipment.splitterSelective component-capture placeholder for CO2 capture, H2 drying, and other screening separations
SMRHydrogenPlantBuilderneqsim.process.hydrogenScreening plant builder for methane/steam feed, fired reformer, and optional PSA
ATRHydrogenPlantBuilderneqsim.process.hydrogenScreening plant builder for methane/steam/oxygen feed, ATR, and optional PSA
POXHydrogenPlantBuilderneqsim.process.hydrogenScreening plant builder for POX syngas or hydrogen studies with optional PSA
BlueHydrogenPlantBuilderneqsim.process.hydrogenFull screening chain for SMR + HT/LT WGS + CO2 capture/compression + PSA + H2 drying/compression + carbon intensity

Thermochemical maturity map

TechnologyImplemented NeqSim patternMaturityRemaining high-fidelity scope
Steam methane reforming (SMR)ReformerFurnace + CatalyticTubeReformer + FurnaceBurner4/5Detailed radiant-box view factors, burner CFD, tube metallurgy/vendor rating
Autothermal reforming (ATR)AutothermalReformer with SyngasBurnerZone + catalytic GibbsReactor4/5Burner aerodynamics, oxygen-mixing CFD, rate-based catalyst bed calibration
Partial oxidation (POX)PartialOxidationReactor + SyngasBurnerZone + QuenchSection3/5Fast-quench kinetics, refractory thermal model, soot/coke kinetics

Core Classes (Horizon 1)

ClassPackagePurpose
PressureSwingAdsorptionBedneqsim.process.equipment.adsorberH₂-tuned single PSA bed (AC or Zeolite 13X)
AdsorptionCycleControllerneqsim.process.equipment.adsorberMulti-bed Skarstrom-style cycling (pre-existing)
Electrolyzerneqsim.process.equipment.electrolyzerStack model with technology defaults and Faradaic efficiency
ElectrolyzerTechnologysameEnum PEM / ALKALINE / SOEC / AEM with default voltage, current density, T, P, η_F
ElectrolyzerIVCharacteristicsameTafel + ohmic voltage model; tech-specific defaults
ElectrolyzerCostEstimateneqsim.process.costestimation.electrolyzerSpecific-CAPEX × scale-factor × CEPCI

Core Classes (Horizon 1.5)

ClassPackagePurpose
PSACascadeneqsim.process.equipment.adsorberMulti-bed Skarstrom cascade (2/4/6/8/10/12 beds) with recovery uplift from pressure equalisation
PSACostEstimateneqsim.process.costestimation.adsorberPer-bed vessel + valve skid + sorbent inventory × CEPCI

Core Classes (Horizon 3 foundations)

ClassPackagePurpose
ParaOrthoH2Correctionneqsim.thermo.util.hydrogenEquilibrium para fraction, normal-to-equilibrium heat release, Cp correction, thermal-conductivity factor, conversion time
CatalystDeactivationKineticsneqsim.process.equipment.reactorFirst-order activity decay for sulfur/chloride poisoning, coking, and thermal sintering

Recipe 0 — SMR / ATR / POX route builders

Use the route builders when a task needs a runnable screening flowsheet quickly. They create feeds with correct trace syngas products, set SRK + classic mixing, wire the reactor model, and optionally add a PSA cascade.

ProcessSystem smr = new SMRHydrogenPlantBuilder().setName("SMR screening")
    .setMethaneFeedMolePerSec(100.0)
    .setSteamToCarbonRatio(3.0)
    .setIncludePsa(true)
    .build();
smr.run();

ReformerFurnace furnace =
    (ReformerFurnace) smr.getUnit("SMR screening reformer furnace");
double dutyKW = furnace.getTubeHeatDemandKW();
double heatBalance = furnace.getHeatBalanceRatio();

ProcessSystem atr = new ATRHydrogenPlantBuilder().setName("ATR screening")
    .setMethaneFeedMolePerSec(100.0)
    .setSteamToCarbonRatio(1.5)
    .setOxygenToCarbonRatio(0.60)
    .setIncludePsa(true)
    .build();
atr.run();

ProcessSystem pox = new POXHydrogenPlantBuilder().setName("POX screening")
    .setMethaneFeedMolePerSec(100.0)
    .setOxygenToCarbonRatio(0.55)
    .setSteamToCarbonRatio(0.20)
    .build();
pox.run();

Key route outputs:

  • ReformerFurnace: getSyngasOutStream(), getFlueGasOutStream(), getTubeHeatDemandKW(), getAvailableRadiantHeatKW(), getHeatBalanceRatio().
  • CatalyticTubeReformer: getMethaneConversion(), getHeatDuty("kW"), getTubeWallTemperature(), isTubeWallTemperatureAcceptable().
  • AutothermalReformer: getOxygenToCarbonRatio(), getSteamToCarbonRatio(), getMethaneConversion(), getSootRiskIndex(), getBurnerZone().
  • PartialOxidationReactor: getHydrogenToCarbonMonoxideRatio(), getRefractoryWarning(), getQuenchSection(), getSootRiskIndex().
  • Every new route unit exposes getResults() and toJson() for agent reports.

Recipe 1 — Blue H₂ full chain (SMR + WGS + capture + PSA + export)

BlueHydrogenPlantBuilder builder = new BlueHydrogenPlantBuilder()
    .setName("Blue H2 screening")
    .setMethaneFeedMolePerSec(100.0)
    .setSteamToCarbonRatio(3.0)
    .setCo2CaptureFraction(0.90)
    .setCo2ExportPressure(110.0)
    .setH2ExportPressure(100.0)
    .setIncludePsa(true);

ProcessSystem process = builder.build();
process.run();

double h2KgPerHr = builder.getHydrogenProductMassFlowKgPerHour();
double capturedCo2KgPerHr = builder.getCapturedCo2MassFlowKgPerHour();
double residualIntensity = builder.getCarbonIntensityKgCO2PerKgH2();
double grossIntensity = builder.getGrossCarbonIntensityKgCO2PerKgH2();
String resultsJson = builder.toJson();

Notes

  • The default sequence is SMR furnace → HT WGS → LT WGS → cooler/KO → CO2 capture → CO2 compressor → PSA → H2 dryer → H2 compressor.
  • WaterGasShiftReactor treats methane, nitrogen, and oxygen as inert and reports CO conversion, H2 gain, CO2 formation, heat duty, and WGS ratio.
  • ComponentCaptureUnit is a screening placeholder. Use it for CO2 capture and H2 drying when detailed amine, membrane, or molecular-sieve packages are not yet available.
  • Carbon-intensity reporting counts residual direct carbon as CO2 equivalent and reports both residual and gross intensity per kg H2 product.

Recipe 1b — PSA-only purification block

PressureSwingAdsorptionBed psa = new PressureSwingAdsorptionBed("PSA", koVap);
psa.setSorbent(PressureSwingAdsorptionBed.SorbentType.ACTIVATED_CARBON);
psa.setRecoveryTarget(0.88);
psa.run();

double purityH2 = psa.getH2Purity();
double recoveryH2 = psa.getH2Recovery();
double[] tailComp = psa.getTailGasComposition();

Use the standalone PSA block when a shifted syngas stream is already available from a custom flowsheet.

Recipe 2 — Green H₂ Electrolyzer

// Water feed to the stack — molar flow sets the H₂ production target.
SystemInterface water = new Fluid().create("water");
Stream feed = new Stream("water", water);
feed.setFlowRate(100.0, "mole/sec");      // ~10 kg H₂/hr at η_F = 1
feed.setTemperature(298.15, "K");
feed.setPressure(1.0, "bara");
feed.run();

Electrolyzer el = new Electrolyzer("PEM stack", feed);
el.setTechnology(ElectrolyzerTechnology.PEM);  // applies V/j/T/P/η_F defaults
el.setIVCharacteristic(new ElectrolyzerIVCharacteristic(ElectrolyzerTechnology.PEM));
el.run();

double power_kW = el.getStackPower();
double sec      = el.getSpecificEnergyConsumption_kWh_per_kg_H2();
double V_cell   = el.getCellVoltage();   // recomputed from I-V at run time

Technology selector

TechV_cellj (A/cm²)T (°C)P (bara)η_FSpecific energy (kWh/kg)
PEM1.802.080300.65~45–55
ALKALINE1.850.48070.62~50–60
SOEC1.301.080010.85~35–40 (HHV)
AEM1.850.860100.60~55–65

Sources: IRENA 2022 Hydrogen Decarbonisation Pathways; Buttler & Spliethoff RSER 82 (2018); IEA Global H₂ Review 2023.

I-V curve internals

getCellVoltage(j, T_K) = E_rev(T) + A · log10(j / j0) + R · j

  • E_rev(T) = 1.229 V + (-0.85 mV/K) · (T - 298.15) (Larminie & Dicks)
  • Tafel slope A, exchange current j0, ASR R are technology defaults
  • Below j0 the model returns E_rev (no spurious negative overpotential)

Recipe 4 — Multi-bed PSA cascade

PSACascade cascade = new PSACascade("H2-PSA", koVap);
cascade.setConfiguration(PSACascade.CascadeConfiguration.BEDS_6);  // 6 beds, 2 PEQ
cascade.setSorbent(PressureSwingAdsorptionBed.SorbentType.ACTIVATED_CARBON);
cascade.setPerBedRecoveryTarget(0.82);   // single-bed equilibrium recovery
cascade.setCycleTime(300.0);             // seconds per bed cycle
cascade.run();

double purity   = cascade.getH2Purity();        // > 99.9 %
double recovery = cascade.getH2Recovery();      // single-bed + cascade uplift
Stream tail     = cascade.getTailGasStream();   // for SMR fuel-gas balance

Cascade uplift table (pressure equalisation steps → recovery gain over a single bed):

ConfigurationBedsEqualisationsUplift
BEDS_220+0.00
BEDS_441+0.05
BEDS_662+0.08
BEDS_883+0.10
BEDS_10104+0.11
BEDS_12125+0.12

Total cascade recovery is capped at 0.93 (industrial benchmark for H₂ PSA on shifted syngas).

Recipe 5 — PSA cascade CAPEX

PSACostEstimate cost = new PSACostEstimate(cascade);   // derives N_beds, sorbent, mass
cost.calculateCostEstimate();
double usd = cost.getPurchasedEquipmentCost();
  • Reference per-bed vessel cost: USD 250 000 at 2 m × 4 m TL-TL, scale exponent 0.6.
  • Valve skid: USD 60 000 per bed (manifold + actuators + cycle controller).
  • Sorbent inventory: USD 4/kg AC or USD 10/kg Zeolite 13X.
  • Balance-of-plant strip (setIncludeBalanceOfPlant(false)) removes ~25 % for vessel-only quotes.
  • CEPCI 2024 = 800 reference; multiply by CostEstimationCalculator.getCurrentCepci()/800.

Recipe 6 — Para/ortho H₂ correction for cryogenic screening

double para20K = ParaOrthoH2Correction.getEquilibriumParaFraction(20.0);
double heatJPerKg = ParaOrthoH2Correction.getNormalToEquilibriumHeatJPerKg(20.0);
double cpCorrection = ParaOrthoH2Correction.getCpCorrectionJPerKgK(40.0);
double conductivityFactor = ParaOrthoH2Correction.getThermalConductivityCorrectionFactor(20.0);
double tauSeconds = ParaOrthoH2Correction.estimateEquilibrationTimeSeconds(
    77.0, ParaOrthoH2Correction.ConversionCatalyst.HYDROUS_FERRIC_OXIDE);
  • Normal hydrogen is 25% para; equilibrium hydrogen approaches >99% para near 20 K.
  • getNormalToEquilibriumHeatJPerKg(T) returns positive exothermic heat release.
  • getCpCorrectionJPerKgK(T) is equilibrium minus frozen-normal rotational heat capacity.
  • Thermal-conductivity correction factors are bounded screening multipliers for normal-H₂ correlations.

Recipe 7 — Catalyst deactivation activity factor

CatalystBed bed = new CatalystBed();
CatalystDeactivationKinetics kinetics = new CatalystDeactivationKinetics(
    CatalystDeactivationKinetics.CatalystFamily.NICKEL_REFORMING)
        .setTemperature(973.15)
        .setSulfurPpmv(0.05)
        .setCarbonPotential(0.5)
        .setSteamToCarbonRatio(2.5)
        .setOperationHours(8000.0);

double activity = kinetics.applyTo(bed);
double timeTo80 = kinetics.estimateTimeToActivity(0.80);
String mechanism = kinetics.getDominantMechanism();
  • Families: NICKEL_REFORMING, IRON_CHROMIUM_HT_SHIFT, COPPER_ZINC_LT_SHIFT, RUTHENIUM_AMMONIA_CRACKING.
  • Mechanisms: sulfur poisoning, chloride poisoning, coking, and thermal sintering.
  • Use vendor/lab/historian coefficients before detailed run-length guarantees.

Recipe 3 — Electrolyzer CAPEX

el.initMechanicalDesign();
ElectrolyzerMechanicalDesign mech =
    (ElectrolyzerMechanicalDesign) el.getMechanicalDesign();
mech.calcDesign();   // populates totalPowerKW

ElectrolyzerCostEstimate cost = new ElectrolyzerCostEstimate(mech);
cost.setTechnology("PEM");
double usd = cost.getPurchasedEquipmentCost();
  • Specific CAPEX (2024 USD/kW, CEPCI 800): PEM 1250, Alkaline 800, SOEC 2500, AEM 1500.
  • Scale exponent 0.85 vs reference 1 MW.
  • setIncludeBalanceOfPlant(false) strips ~35% for stack-only quotes.
  • Numbers are AACE Class 4–5 — do not use for FID without vendor budget quotes.

Color taxonomy and route map

ColorRouteNeqSim primitives
GreySMR no CCSGibbsReactor + WGS + PressureSwingAdsorptionBed
BlueSMR/ATR + CCSAdd CO₂ capture (amine/MEA) → see neqsim-ccs-hydrogen
GreenRenewable electrolysisElectrolyzer with PEM/Alkaline + renewable power feed
PinkNuclear electrolysisSame Electrolyzer, accounting differs
TurquoiseMethane pyrolysisNot yet — Horizon 2

Common pitfalls

  • Thermochemical scope: ReformerFurnace, AutothermalReformer, and PartialOxidationReactor are route-screening models, not vendor reactor designs. Use them for heat balance, O2/C and S/C envelopes, soot/refractory warnings, and handoff to WGS/PSA/CO2 capture. Use vendor data or detailed CFD for radiant-box, burner, and tube-rating guarantees.
  • Trace products: Gibbs syngas models need product components present in the feed. The route builders and HydrogenProductionUtils.ensureSyngasComponents() add hydrogen, CO, and CO2 at trace levels.
  • ATR/POX controls: ratio controls rebuild the controlled inlet clone from methane moles before running. Disable ratio control only when a measured or externally generated feed composition must be preserved exactly.
  • PressureSwingAdsorptionBed.run() mass balance: product purity is computed from feedH2 × recovery ÷ remaining light gases. Always set the recovery target before run(); default is 0.85.
  • Electrolyzer voltage: when no ElectrolyzerTechnology is set, the legacy fixed-voltage path (V = 1.23 V, η_F = 1.0) stays active for backward compatibility.
  • Specific energy: getSpecificEnergyConsumption_kWh_per_kg_H2() is stackPower_kW / (n_H2 · MW_H2 · 3600). Below ~33 kWh/kg means the model is predicting >100% LHV efficiency — recheck inputs.
  • Cost estimate: requires mech.calcDesign() before construction so totalPowerKW > 0.
  • Para/ortho scope: ParaOrthoH2Correction is a screening correction, not a complete liquefaction process model.
  • Catalyst life scope: CatalystDeactivationKinetics default coefficients are order-of-magnitude values. Tune them to vendor or historian data for plant-specific forecasts.

Tests for verification

TestCoverage
PressureSwingAdsorptionBedTestDefaults, recovery cap, mass balance, composition, sorbent switch
PSACascadeTestCascade uplift, bed-count monotonicity, 0.93 cap, tail-gas mass balance
PSACostEstimateTestBed-count linearity, sorbent ordering, BoP toggle, order of magnitude
ParaOrthoH2CorrectionTestPara equilibrium limits, conversion heat, Cp correction, conductivity factor, catalyst time ranking
CatalystDeactivationKineticsTestCatalyst-family sensitivity, coking, sintering, dominant mechanism, CatalystBed activity update
ElectrolyzerTechnologyTestPer-tech default consistency
ElectrolyzerIVCharacteristicTestE_rev vs T, Tafel monotonicity, technology ordering
ElectrolyzerTestBackward compat + η_F + I-V + specific-energy band
ElectrolyzerCostEstimateTestPer-tech ordering, BoP toggle, scale economy
HydrogenProductionReactorTestSMR tube/furnace metrics, ATR ratio controls, POX quench/refractory metrics, equipment factory aliases
HydrogenPlantBuilderTestRunnable SMR, ATR, POX, and blue-H2 plant builder templates

Deferred (Horizon 2/3)

  • Rate-based amine absorber for CO₂ capture upstream of blue H₂
  • Full cryogenic H₂ liquefaction train with expanders and heat integration
  • High-fidelity reformer radiant-box view factors, burner CFD, and vendor tube-rating integration
  • Ammonia cracking kinetics for H₂ delivery from NH₃
  • Hydrogen LCA per production step
  • LOHC and photo-electrolysis

Frequently asked questions

What to verify before installation and use

What does the neqsim-hydrogen-production source document cover?

Guide for modeling hydrogen production routes — steam methane reforming (SMR), autothermal reforming (ATR), partial oxidation (POX), PSA purification (blue H2), and water electrolysis (green/pink H2). Companion to neqsim-ccs-hydrogen (transport/storage/blending) and neqsim-react…

How do I install neqsim-hydrogen-production?

The source record exposes this install command: npx skills add https://github.com/equinor/neqsim --skill ".github/skills/neqsim-hydrogen-production". Inspect the command and pinned source before running it.