A furnace may not start up if the flame sensor is dirty or if there is something wrong with the burner or the pilot. Or perhaps the ignition is faulty, or there is something wrong with the gas supply. In all such cases, you must call an emergency furnace repair company to get things sorted out.
Since the system involves natural gas and high voltage, it is best not to deal with it on your own.