@Achim_AirGradient I do have the same issue.
After a few months of use, the PM2.5 sensor fan was becoming louder. Much so, that I moved the unit further from the bed and finally unplugged it. Today I had some time to research this issue and disassembled the AirGradiant One, unscrewed the PM2.5 Sensor and (following a YT video) pried open the sensor to get the fan out.
First thing: super impressive that it was so easy to disassemble
You basically only need TR6 torx and a metal prying tool (I used my ifixit kit).
The fan itself was covered in dust, but nothing was blocking it and it was way less dust built up than I usually see in my laptops. I lubricated the fan using silicon oil and just by blowing you can hear the difference it made. I will assemble everything now and hope that it will stay silent for a while now.
Maybe these sensors have some quality issue regarding lubrication?
Anyway, I hope this can help others to debug and fix their noise issue.
Cheers,
Lukas