Industrial heat electrification break-even
Levelised cost of heat from a resistive electric boiler1 against a natural-gas boiler, for process steam in Texas.
A chemical plant that wants to stop burning gas for process steam has one obvious substitute. Put an electric resistance heater where the burner was. No new chemistry, no new catalyst, nothing to invent. The whole question is arithmetic. What does the electricity have to cost before the substitution stops losing money?
The comparison is on delivered heat. Both routes are priced in dollars per million British thermal units that actually reach the process, not on fuel bought at the gate.
What the model finds
At a gas price of $3.502 per million British thermal units and electricity at 6.5 cents per kilowatt hour, gas heat costs about $5.13 per million British thermal units and electric heat about $20.00. The break-even electricity price is about 1.53 cents per kilowatt hour, or 1.38 cents if only fuel is counted.
That threshold barely moves. Swinging capital cost and fixed operations across a range of plus or minus fifty per cent shifts the break-even by roughly 0.15 cents per kilowatt hour. The spark gap, meaning the ratio between the electricity price and the gas price, decides the outcome almost by itself. Arguments about equipment cost are arguments about the wrong variable.
Emissions give a second threshold. The electric boiler emits less than the gas boiler only when the grid carbon intensity3 is at or below 0.209 tonnes of carbon dioxide per megawatt hour. The eGRID average for the Texas grid is about 0.365. On average grid power, electrifying this heat increases emissions.
Break-even electricity price as a function of the gas price. The line is the locus where the two routes cost the same; below it the electric boiler wins.
Cost gap across the electricity price and gas price plane. The diagonal structure is the spark gap dominating both axes.
Sensitivity of the break-even to every input. Fuel prices dominate; capital and operations barely move it.
Emissions of both routes against grid carbon intensity. The crossing point is the parity threshold.
Method
The levelised cost4 is built from an annualised capital charge, fixed and variable operations, and fuel, divided by annual delivered heat. Boiler efficiency is applied on the gas side, conversion and distribution losses on the electric side. The workbook carries the same arithmetic in live formulas, so the assumptions can be edited without touching code. The Python implementation is the reference for the other ports.
Limits
The prices in the shipped run are placeholders. The model reads a real series from a template file the moment one is supplied. The boundary between retail all-in electricity and wholesale energy-only pricing has to be stated before any number is quoted, because it moves the answer by more than the capital cost does. Capital figures are scaling placeholders with a stated uncertainty band rather than vendor quotes. The emissions comparison uses average grid intensity. A marginal-emissions treatment is more defensible and is the next revision.
The code
Python reference implementation, Julia and Octave ports, and the formula-driven workbook. The archive holds the source only: no generated figures, no bulk
data. Each model runs from its own README.md.
Download source · 23 KB All code
Sources
Numbered markers in the text above point here. Emission factors, cost ranges and lifespan figures are representative values from these sources, not measurements made for this project.
- Zuberi, Hasanbeigi & Morrow, Electrification of industrial process heat, Lawrence Berkeley National Laboratory, 2021.Electric boiler efficiency and capital cost ranges.
- U.S. Energy Information Administration, Electric Power Monthly Table 5.6.A and the Natural Gas Industrial Price series.Texas industrial electricity and gas prices.
- U.S. EPA, eGRID 2022, ERCOT subregion output emission rates; and EPA, Emission Factors for Greenhouse Gas Inventories, stationary combustion.Grid carbon intensity and the natural gas emission factor.
- NREL, Annual Technology Baseline 2024, financial assumptions.Discount rate, economic life and the levelisation method.