This paper presents a set of electrical, thermal and mechanical models which provides an accurate prediction of rotor and stator temperatures. Included is the change in rotor resistance due to the skin effect of the slip frequency. The authors introduce an algorithm for speed estimation using measured voltage and current which makes this possible. With the incorporation of this algorithm, the electrical and thermal models provide a major advance in the protection of induction motors.