Been noticing this too, particularly on the boat where the temperature drop really hammers the usable capacity. My Fogstar Drift LiFePO4s have built-in low-temp protection which cuts charging below about 5°C — sensible design, but it means the solar input just stops dead on a hard frost morning until the cells warm up naturally.
The physics is fairly unforgiving. Even good lithium cells lose a meaningful percentage of capacity as temperatures drop toward zero, and if you're running older AGMs the situation is considerably worse — lead-acid can lose 30-40% capacity in genuinely cold conditions.
A few things that have helped on my setup:
- Insulating the battery compartment — even basic closed-cell foam makes a noticeable difference overnight
- Allowing charge current to warm the cells gently before expecting full capacity
- Keeping batteries at a higher state of charge going into cold nights, since internal resistance rises sharply when depleted and cold
The solar side is actually fine — irradiance is obviously low but panels technically perform better in cold temps, so any decent sun we get is being harvested reasonably well. It's purely the storage side causing grief.
Running a Victron SmartShunt which lets me log historical capacity and the graphs through November and December tell an obvious story.
Curious whether anyone's tried active battery heating solutions — some of the newer cells have self-heating variants but I've not gone down that route yet. Also interested if those of you with ground-mounted systems are seeing better thermal stability than roof or vehicle installs?
What temperatures are you actually recording at battery level rather than ambient?