A methodology (based on the Proper Orthogonal Decomposition and Approximate Inertial Manifolds) is proposed for obtaining low order dynamic models of Rapid Thermal Processing (RTP) systems. These nonlinear models are designed to retain the physical understanding of the RTP system dynamics and their dependence on critical parameters, making them an attractive choice for use in developing more advanced and intelligent controllers.