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68 Heterogeneous Catalysis and Solid Catalysts reactor temperature in this regime has little effect on the reaction rate, and the apparent activation energy drops. Effectiveness Factor [89,455,456] The effectiveness factor h is the ratio of the actual reaction rate observed on a porous catalyst particle to the rate that would be obtained if the inside of the particle were exposed to the temperature and reactant concentrations of the fluid. Mathematical analysis [89,457â466] of mass transfer in porous particles of different shapes has shown that the effectiveness factor is a function of a dimensionless quantity, called the Thiele modulus w [457]: for a sphere of radius R and for a plate sealed on one side and on the edges the thickness of which is L, w is defined by the following equations: m1 1/2 kv cs sphere : ws ¼ R ð31à Deff m1 1/2 kv cs plate : wL ¼ L Deff where kv is the reaction rate constant per unit of gross catalyst volume, cs is the concentration on the surface, m is the reaction order, and Deff the effective diffusion coefficient, given by Deff ¼ D Q t ð32à where D is the diffusion coefficient for a pair of fluids taking into account binary and Knudsen diffusion, Q the void fraction of the porous mass, and t a factor allowing for tortuosity and varying cross sections of the pores. Equation (31) for the plate can also be used for arbitrary catalyst geometry if L is interpreted as characteristic diffusion length, i.e. the ratio of catalyst particle volume and its external surface area. For first-order reactions (m ¼ 1), the effectiveness factors are as follows (tan is hyperbolic tangent): 3 1 1 Sphere : h ¼ ð33à ws tanh ws ws Plate : h ¼ tanh wL wL Figure 19. Effectiveness factor w as a function of the Thiele modulus ws or sL Flat plate sealed on one side and on edges, first-order reaction; D Same, second-order reaction; þ Spherical particle, first-order reaction * Reproduced with permission [462] Correlation between the effectiveness factor and the Thiele modulus for nonexothermic reactions is shown in Figure 19 [462]. The effectiveness factor is about unity for w < 1 and inversely proportional to w for w > 3. If the intrinsic velocity rate constant kv (Eq. 32) cannot be determined directly, another dimensionless modulus Q has been derived [460,462]. For first-order reactions occurring in a sphere, it is defined by Q w2 h ¼ R2 Deff Vc Cs dn dt ð34à where dn/dt is the conversion rate in moles per second of the reactant in the catalyst volume Vc. The effectiveness factor as a function of Q is shown in Figure 20 for a moderate energy of activation (E ¼ 10 RT; first-order reaction in a spherical particle) and variable enthalpy change DH (l is the thermal conductivity of the catalyst). For exothermic reactions (b > 0), the effectiveness factor goes through a maximum value exceeding unity because of the interaction of two opposing effects. Poor mass transfer lowers the efficiency of the catalyst, whereas insufficient heat transfer raises catalyst temperature and reaction rate. Effects on Selectivity [89,455,456] The effect of mass- and heat-transport processes on the selectivity of reactions yielding more than one product depends on the selectivity type. In a type I reaction at low effectiveness factors, the observed selectivity factor changes from k1/k2 to