Partial differential equations are often used to describe distributed parameter systems and are changed into ordinary differential equations during parameter estimation. The possibility of decreasing the dimension of ordinary differential equations by Karhunen-Loeve method is studied. The procedures of the present method are illustrated with the oxidation of carbon monooxide reaction system as an example. The results of simulation show the successfulness of the method.