Depending on the type of air compressor you’re using, it can be left running anywhere from a few hours to 24 hours a day (seven days a week for compressors on ships or planes). Rotary screw compressors, discussed below, have an internal cooling system that enables them to operate continuously. However, reciprocating compressors are not designed for continuous use. They need to stop and cool down, or the parts can become damaged.