Maybe add another humidifier?

In other words, add another humidification device. It might over-humidify your smokes, but it will definitely do the trick.

Buy some beads, it will save you some time. You can buy them in specific humidity levels, and Heartfelt has a pretty good gauge for determining how many you need.