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Heat pumps twice as efficient as fossil fuel systems in cold weather, study finds
(www.theguardian.com)
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The coldest temperature ever recorded in the UK is -27. That's right around the inflection point for where heat pumps become less efficient than electric heaters. Until the gulf stream fails, the UK is pretty safe to use heat pumps everywhere.
So yeah, going 100% air-source heat pump if you're area regularly spends time around -30°C (-22F) might not be the best idea. Though even the last report you cited said it might be 1.5-2x as efficient as resistive heating. And that Site 1 with bad COPs was because they manually lowered the fan speed...
Get a heat pump with resistive (electric) defrosting, not one that defrosts by running like an AC.
But only for the 4 weeks a year you spend in unusually cold weather, the other 48 it's more efficient.
It's not like truly arctic places are a reasonable application but the overwhelming majority of our population lives south of Quebec and north of Wellington. So it's not a relevant point, everyone in the Arctic can just use resistive heating or burn fuel, and if we get everything else on heat pumps we reduce our enegy use by a factor of 2-3 regardles.
Sure, for a few days a year it might get as bad as resistive heating. How horrible! So you don't get 3.2x total throughout the year, you get 3.1x. It's a non-issue.