Just a shot in the dark. Check for a small draft over the machine. If you are printing with fine spray, it is possible that there is not enough ink flowing to keep the head surface clean. A small draft would only accelerate the drying process. It is the same concept as painting a car and running the paint/air ratio too lean. Cmyk inks will dry quickly and a fine spray/ mist w ill dry even faster.