maybe try taping it to ON, always, even when the door is closed.
Seriously, with today’s modern equipment, one must really know exactly how it works, completely, in order to avoid Chilul Shabbos. Some sensors work by magnetic. Some, even if bulb is turned off, still causes the fan to go on or off, causes displays inside to go on. There are many makes and models to contend with, many variations.