This paper proposes a novel control system for synchronous machine rotor speed control. Based on deterministic observer and cascaded loops, a linear control system is obtained. Stability proof of the observer and linear analysis of the control system is given. Simulation studies of the machine starting, speed reversal and step loading are presented. A Comparison Analysis with the nonlinear control method, is also presented.