Yep. Understanding the basic physics of water can go a long way to understanding how Desiccant works. Simple physics, the basis of hydrodynamics is that water always seeks it’s own level, regardless if its liquid or gas, even as a solid. You put in something dry with something wet, seal it, at some point there will be equilibrium between the two items. Also keep in mind that moisture will tend to move from cold to warm as well. If you have a cool AMS with wet desiccant in it and put in a much warmer, dryer spool of filament, the filament will pull moisture out of the desiccant. It’s just how moisture works. Many argue that you can’t tell the moisture content of filament based on the RH% in the AMS, but actually you can based on hydrodynamics. It doesn’t happen right away, but over time as moisture reaches equilibrium in its environment. Example is if you have an AMS that has been sitting for several weeks with 4 rolls and fresh desiccant, and it went to 0%, then up to 11% and stays, that means your filament is at approximately 11% moisture content as the environment is at equilibrium. The desiccant pulled out all the moisture in the air inside the AMS when it reached 0%, then the filament itself released it’s moisture until the desiccant reached its maximum storage capacity, so between the desiccant, the air, and the filament, there is 11% moisture content, the caveat though, it is not a true indicator of actual moisture content of the filament, but an indicator if it is dry enough to print with. This is all verifiable information as well.
A faster way to pull moisture out of filament inside an AMS is to load it with warm, dry desiccant.
Another thing to keep in mind is that when you set the AMS to drying cycle, without changing out the desiccant, the desiccant will also release it’s moisture so you tend to dry both, though it wont get hot enough in the AMS to completely dry the desiccant out unless you have it sit for days on dry cycle. I struggled with that at first until I went down the rabbit hole on how moisture works.
Warmer air holds more moisture too, which is one of the reasons the RH climbs in the AMS during a dry cycle. If you are drying it in a humid environment, it is also fighting the humidity being drawn in through the vents. Thankfully I have never encountered a wet AMS as I have seen others post about.
What I have found since I started printing is that as long as I keep exposure to the shop air (50% or higher most times) to a minimum, I don’t need to dry the filament, and only dry filament IF its one that should be dried before printing, like Wood PLA, Support material, TPU, or ABS. I no longer dry PLA or Silk PLA, only dry PETG if it bubbles or strings. I don’t even put desiccant in the bags with the filament either, just out of the AMS into a bag and seal it, put it on a shelf until needed. A quick way to determine if a newly opened spool requires drying is a temp tower, and only if its a new brand or questionable seal on the bag where it lost vacuum from the factory.