In this study a steady state model was developed to describe the paper drying process and to analyze pocket dryer condition for a multi-cylinder fluting paper machine in Iran's Mazandaran Wood and Paper Industries. The machine has 35 cylinders grouped in three drying groups and the cylinders are heated from the inside by steam. The model is based on the mass and energy balance relationships written for fiber, air and water in drying section. In this research, the heat of sorption and its variations with paper temperature and humidity changes have been taken into account. Temperature and moisture variation of the paper web and cylinder surface temperature in machine direction were predicted by the proposed model. Also temperature and humidity of air in the drying pockets and hood exhaust were estimated by the proposed model. Moreover, the model can predict the evaporation rate and specific drying rate with sufficient accuracy in comparison with TAPPI standard.Finally, the main modeling parameters were compared with the available operating data and the effectiveness of the developed model was verified through validations.