Jonathan Koomey Profile picture
Oct 4, 2020 20 tweets 4 min read Read on X
Yesterday I wrote a thread about why even small carbon dioxide charges can be useful for reducing emissions in certain sectors (but not others).
One of my colleagues rightly asked that I lay out my data and calculations, so this thread does that. If you find any issues with the calcs or data, please let me know.
The main claim (ignoring the peripheral questions about jet fuel) is that a carbon dioxide price of comparable size to those we've actually seen in real emissions trading systems is large enough to substantially affect both dispatch and shutdown decisions for existing coal plants
The exact same carbon dioxide price will have a modest effect on the retail price of gasoline to consumers, for reasons that I show below.
Typical coal plants in the US from 1996 to 2007 have HHV efficiencies of about 33%. Koomey, et al. 2010. See Table 1 in "Defining a standard metric for electricity savings." Environmental Research Letters. vol. 5 014017, no. 1 January-March. [iopscience.iop.org/1748-9326/5/1/…]
Not too many new coal plants were built after 2007 so that's still a decent average for the fleet. For emissions factors by fuel, you can access them from the EIA's website: eia.gov/environment/em…
I used the emissions factor for bituminous coal (the most prevalent coal used for electricity generation in the US). That assumes 100% combustion and yields 93.30 kg CO2 per million Btu of heat content.
Because old habits die hard, I like to convert such mixed units to grams of CO2 per kWh of fuel content (also a mixed unit but you'll see why I like it in a moment). That calculation yields 318 g CO2/kWh.f (the f is for fuel).
For the real numbers geeks, the conversion equation is 93.30 kg CO2/MBtu X MBtu/1,000,000 Btu X 1000 g/kg X 3412 Btu/kWh
Take the 33% efficiency (kWh.electricity out/kWh.fuel in) and invert it to get a heat rate (kWh.f/kWh.e) of 3.03, then multiply 3.03 X 318 g CO2/kWh.f to get an emissions factor at the busbar of 964 g CO2/kWh.e (not including T&D losses to get to the customer's meter).
To estimate cost/kWh at the busbar for a $10/tonne CO2 charge, we multiply 964 g CO2/kWh.e X 1 tonne/1,000,000 g X $10/tonne to get $0.0096/kWh. That's 1 cents/kWh (round #s). So each $10/tonne adds a penny per kWh to coal's operating costs.
I didn't calculate the exact current marginal cost of coal plants but remember numbers like 3-4 cents/kWh. That means that CO2 charges in the range of $30-40/tonne CO2 would roughly double the marginal fuel costs of coal, as I stated (ignoring O&M costs).
Now to gasoline for consumers. The EIA table says gasoline's emissions factor is 71.3 kg CO2/MBtu of fuel. EIA also says there are 121,000 Btu/gallon of finished gasoline. eia.gov/energyexplaine…
That yields 71.3 kg CO2/MBtu X 1 MBtu/1,000,000 Btu X 121,000 Btu/gal or 8.627 kg CO2/gallon of gasoline, which (for US folks) equates to 19 lbs of CO2 or 5.18 lbs of carbon per gallon.
There are 1000 kg per metric tonne so the effect on gasoline price of a $10/tonne CO2 charge is 8.627 kg CO2/gal X 1 tonne/1000kg X $10/tonne = $0.086/gallon, or roughly 10 cents/gallon (round numbers).
So the same $30-40/tonne CO2 charge would raise consumer gasoline prices in the US by 30-40 cents/gallon. Gasoline prices now are about $2.30/gallon (depressed because of the pandemic) so that's an increase of 13 to 17%.
So a $30-40/tonne CO2 charge roughly doubles the marginal price of coal plants, but increases consumer gasoline prices by roughly 15%. Such modest CO2 charges would have dramatic effects on coal in the electricity sector but only small effects on gasoline demand.
That's why even modest (ie typical current) CO2 charges are important for reducing emissions from certain sectors (like coal-fired electricity) but not others.
Please let me know if you see anything amiss with these calculations so I can update them if necessary! /fin
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More from @jgkoomey

Sep 9, 2022
This thread is emblematic of a genre of thinking common among conservatives in the US. Government is bankrupt! Debt will keep growing! etc, etc.
What these people fail to understand is that there IS a popular way to raise taxes: Tax very wealthy people a lot more and enforce the laws so wealthy people don't get away with avoiding taxes they should be paying.
Also get rid of the carried interest deduction and jack up inheritance taxes for estates starting in the hundreds of millions. All this would be VERY popular. It would affect a relatively small number of very wealthy people and would raise hundreds of billions of $ every year.
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Critically important article summarized here.
Armstrong McKay, et al. 2022. "Exceeding 1.5 C global warming could trigger multiple climate tipping points." Science. vol. 377, no. 6611. September 9. pp. eabn7950. [science.org/doi/abs/10.112…]
The kicker:
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Oct 21, 2021
You weren't listening carefully enough to Kieren Mayer's presentation. Slide 14 shows total life cycle emissions including manufacturing of equipment and discs for three modes of gaming.
The key is that USE PHASE dominates in most cases, so your statement about "massive hardware emissions" doesn't track with reality, although in some use cases embedded emissions can be consequential.
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May 21, 2021
Lead is terrible for humans, folks. Let's get rid of those pipes ASAP.
Also, many people don't know that lead is still allowed in aviation gasoline, because the FAA thinks "no safe alternative is currently available". faa.gov/news/fact_shee…
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May 21, 2021
As one of the coauthors of a rebuttal to this nonsense article I can attest to the fact that this study by Mora et al. is widely cited even now.
Our rebuttal: Masanet, Eric, Arman Shehabi, Nuoa Lei, Harald Vranken, Jonathan Koomey, and Jens Malmodin. 2019. "Implausible projections overestimate near-term Bitcoin CO2 emissions." Nature Climate Change. vol. 9, no. 9. 2019/09/01. pp. 653-654. [doi.org/10.1038/s41558…]
We reproduced the authors' model almost exactly, so we know what they did. We showed that their conclusions made no sense in several ways, but the authors just denied the validity of our valid points in their riposte to our rebuttal.
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May 20, 2021
Setting a coal phase-out date (2030 or sooner for developed countries) is the most important single step most nations can take on climate. Of course it's not the only necessary step, but it's a big one.
This is another example of a critically important constraint on the supply side (it's not just about reducing demand).
Green, Fergus, and Richard Denniss. 2018. "Cutting with both arms of the scissors: the economic and political case for restrictive supply-side climate policies." Climatic Change. 2018/03/12. [doi.org/10.1007/s10584…]
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