I had this exact problem and decided to lightly lubricate the screws at last cleaning. As a consequence, apparently I over-tightened them. When removing or re-installing the screws after cleaning this year, two housings cracked.
See my post just uploaded reviewing the incubator and criticizing the need to remove tiny screws to clean.
Since I hatch in pedigree baskets or bags, however, I wonder if I can remove the inner liner without consequence. It seems to exist to keep chicks away from the fan and heating elements.