I lived off-grid in an RV for two years. All lighting was LED and it did indeed function well; I was able to maintain lighting through the dead of winter using only solar generated power and a NiFe battery bank.
I learned a couple of things that will help anyone who seeks to use their 12V LED lamps for the long term.
1) You need to use constant current controllers between your battery bank/solar array and your LED lamps.
As the LED junctions heat up, they allow more current through; this in turn results in more heat, which increases the current, looping as such until the LED fries itself, begins randomly flickering, or steadily decreases in lumen potential. If you've ever seen LED lamps that had an amber or brown tinge of burn around the elements, thermal runaway was the culprit. A constant current controller accepts variable voltage input, and outputs a reliable current based on the maximum you preset on the controller. Voltage decreases as the temperature rises, keeping the total current the same and preventing the bulb from overheating.
I lost about 10 bulbs in 2 years due to thermal runaway; after installing constant current controllers, all lamps performed within spec and I've had no more failures in 1 1/2 years. Constant current controllers are only a couple bucks on eBay.
2) You can run LED lighting direct off the solar panels if you use a constant current controller.
The controllers I purchased have an input range of 9-30V DC. My 12V solar panels have an open circuit voltage of 22.1V DC. If I connect a constant current controller to the panel, and a lamp to the controller, I can get reliable indoor lighting. This is helpful if a battery bank fails and cannot be replaced.
3) You can charge USB devices and operate other low voltage DC equipment direct from your panels even if the output voltage is too high.
Yep; with a constant current controller between your panels / battery bank and your devices, you can adjust your operating voltage to fit your device. I have charged 5V USB devices using a NiFe battery bank that was charging at 17V, all without issue.
4) The optimal current to run the lamps at is different than their rated current.
LED lamps output ~100% of their rated light at the rated wattage. However; manufacturers are often overdriving the LED lamps, running them at current levels that are beyond what would be recommended if you sought long element life. They do this as a means of promoting higher specs and thus making more money. It's not longevity their after; we on the other hand recognize durability and longevity as primary benefits of LED.
LED lamps running at 60% of rated current provide ~80% of rated lumen output. This is a massive
boost in efficiency; it also lengthens the lifespan of the lamps, as the LED lamps run cooler. Any idea how to get lamps to run at less than their rated voltage? Yes, a constant current controller.
The moral of the story is: integrate constant current controllers into all DIY LED lighting schematics.
Another factor you may look into is your lumen output per watt, or efficiency rating. I have seen more than a 40% swing in lumens per watt depending on bulb format, element production dates (older lamps are usually lower efficiency lamps), and
COB element density. A 100 watt small format COB outputs a LOT less light per watt than a 10W large format COB. It also requires active cooling, while the large format COB can be passively cooled. Passive cooling is less energy intensive; again this means more light per watt.
Finally, the quality of COB LED lamps can be quite variable. Using a constant current controller, you can provide just enough energy to light the COB and see its performance. What you should see when the elements are at their dimmest point, is all LEDs lighting at about the same intensity across the COB. What you may see instead is some bright and some dim or unlit COB elements. Most manufacturers won't tell you, but this is a major concern. The bright spots are prone to overheating, while the dim or unlit ones are underperforming and thus limiting your lumen output. If you have strings with several dead LED elements, it is likely the lumen output will degrade rather rapidly when compared to elements that are of uniform brightness. Some of this concern can be mitigated by using a constant current controller (beating the poor dead horse, I know) because a COB running at 60% current will be less likely to
experience overheating at any internal junction. Uniform output is better, but uncommon in low cost LED lamps. Note that by my experience, the large format lower wattage COB LEDs are far more likely to be uniform in brightness.