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Energy supply and dense energy storage

Which energy-storage technology is cheapest per MWh delivered at 1 hour, 1 day and 3 weeks?

research/energy-lcos

Which storage technology is cheapest per MWh delivered, by duration? Li-ion wins to about 4 h ($116/MWh), cavern stores beyond ($109 vs Li-ion $337 at 24 h), cavern hydrogen only past ~300 h. All inputs assumed. Stylised.

9 tests

What it found

Levelised cost of storage for lithium-ion, vanadium flow, pumped hydro, cavern compressed air and cavern hydrogen, from capital cost, round-trip efficiency, life, fade and charging power. With round assumed inputs Li-ion is cheapest to about 4 hours ($116/MWh at 4 h) and costs about 3× a cavern store at 24 hours ($337 vs $109); cavern hydrogen beats Li-ion above 11 hours but cavern compressed air only above 308 hours. Li-ion would need an energy cost of $43/kWh instead of $200 to win at 24 hours. The 8–10 hour winner flips with the discount rate and charging price. Stylised: every input is assumed and unsourced, caverns need geology, one fixed use pattern.

A figure from its own output

Figure produced by research/energy-lcos: lcos
energy-lcos/experiments/lcos.svg, written by the project's own experiment code.

Paper, code and results

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Produced with AI assistance (Claude). Results are from the code in this repository and are simulated or stylised unless the abstract says otherwise; nothing here implies affiliation with or endorsement by any lab, researcher or company cited. MIT licensed.