Why does my furnace turn on, then off after only a few minutes?

Your furnace may be turning on and off quickly due to a dirty air filter, a malfunctioning thermostat, or a problem with the furnace's ignition system. It is recommended to check and replace the air filter, ensure the thermostat is functioning properly, and have a professional inspect the ignition system if needed.