High engine RPM when driving can be caused by a variety of factors. Problems with the transmission fluid is used to transfer power from the engine to the transmission in automatic automobiles. Other possible problems are: the clutch is worn out and sliding, a faulty speed sensor has been discovered, idle control valve is not working.