The most common sources of interference are:
High humidity in the air (e.g. during ventilation or from the bathroom)
Large temperature fluctuations (e.g. when ventilating)
Avoid these sources of interference.
Swirling dust, animals and dirt can also be a cause. Take the smoke detector down once a year and vacuum it out.