Hydrogen research

The right energy.
At the right time.

Carbon-aware operation converts electricity variability into an operating decision.

Grid carbon intensityModel data · gCO2/kWh
24-hour grid carbon traceThe supplied model data. Carbon intensity falls below the clean threshold of 320 gCO2/kWh during hours 11 through 15. A complete data table follows.200300400500600320 · clean threshold00:0006:0012:0018:0023:00
13:00 · 240 gCO2/kWh

Below the clean threshold. Hours 11–15 fall below 320 gCO2/kWh in this trace.

View all 24 hourly values
Grid carbon model data by hour
HourgCO2/kWhBelow 320
00:00380No
01:00360No
02:00340No
03:00330No
04:00325No
05:00330No
06:00350No
07:00420No
08:00480No
09:00460No
10:00380No
11:00300Yes
12:00260Yes
13:00240Yes
14:00250Yes
15:00280Yes
16:00340No
17:00430No
18:00520No
19:00540No
20:00500No
21:00450No
22:00410No
23:00390No

Published scenarios

Three ways to operate.

Full research record
ScenarioOperating ruleMonthly CO2 per site
BaselineFixed production at 20 kg/h30–500 metric tons
Variable 1Tiered curtailment as grid carbon rises30–110 metric tons
Variable 2Produce only below 0.6 kg CO2/kg H20.1–0.6 metric tonsTasmania

Ranges depend on state and month. Variable 2 qualifies for hydrogen tax credits in the published scenario. The scenario threshold in kg CO2/kg H2 is distinct from the grid-carbon threshold in gCO2/kWh shown above.

Clean grid

RUN

Rising carbon

CURTAIL

Dirty grid

WAIT

Systems methodology · R-02 preprint

The architecture
behind the analysis.

Model-based systems engineering and hetero-functional graph theory bring system structure into spatio-temporal life cycle analysis.

01 · Hetero-functional graph

Petri net.

View the activity diagram

Follow electricity from generation to hydrogen. Circles represent operands, bars represent processes, and connecting lines represent flows.

100%
Click a power plant to trace its path to 1 kg of hydrogen.
Original research graph from the live website. Drag or scroll to pan. Use the zoom controls to inspect labels.

02 · SysML model

Activity diagram.

Open full resolution
SysML activity diagram: generation technologies, electricity transformation and transport, and PEM electrolysis with hydrogen and oxygen outputs.
The original SysML model shown on the live website. Open the diagram to inspect it at full resolution.

H2 Optimizer

From research
to a service.

The dispatch logic from R-01, being rebuilt as a service.

Request a demo
OptimizerFastAPI + MILP
Live data sourcesERCOT, EIA, NOAA
Research foundationAustralian grid data · AEMO
Backtestvs flat-production baseline

Carbon uses EIA-930 estimates. These are not certified and not 45V-qualifying. Demo on request.