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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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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...
There are vanishingly few people who live in areas with weather consistently below -30C. I've been seeing that kind of concern trolling all over the place in the past year or so, and they always have the same song and dance about low efficiency in extreme cold - technically correct, but taken as part of the bigger context, so niche as to be practically irrelevant. Yeah, if you live in Yakutsk you won't want to rely only on a heat pump. Big fuckin' deal - the other 99.5% of people on earth can benefit greatly.
Edit: I wouldn't be susprised if this is the exact same guy I once argued with on Mastodon, actually. He was German too.
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.