A chemical conversion process is controlled by calculating the concentration of a reactant within the reactor, such as by means of heat balance computations. The actual concentration of this reactant in the reactor effluent, or in the reactor, is measured by an analyzer. The calculated concentration and the measured concentration are compared, and the resulting signal is employed to control a reaction variable, such as feed rate of a reactant.