Accordingly, the objective of this research is to formulate a mathematical model to describe NOM removal by anion exchange in a completely mixed flow reactor (CMFR). The overall model consists of a macrotransport model coupled with a microtransport model. The macroscale model describes the transport of both NOM and anion exchange resin in a CMFR with resin recycle. The microscale model describes NOM uptake via intraparticle pore diffusion in the anion exchange resin. The transport equations were solved numerically using a finite element scheme. Equilibrium and kinetic parameters were obtained from laboratory experiments using model waters formulated from NOM extracts. The dual macrotransport-microtransport model was validated by comparing predictions from the model to results obtained from a continuous-flow pilot plant study conducted by the authors. The validated model is used to simulate anion exchange treatment in a CMFR with resin recycle for different raw water characteristics, NOM properties, resin properties, and operating conditions.