In this research, fuzzy goal programming model for aggregate production and logistics planning with interval demand and uncertain production capacity is proposed. Two fuzzy goals are considered in the model; profit goal and change of workforce level goal. In conventional aggregate production planning (APP) models, logistics planning is not included. Even it is a critical criterion that creates extra cost. Moreover, demand is considered as crisp demand, which is not realistic. Actual demand is uncertain in nature and does not exactly equal to forecast demand. So, APP with interval demand that the best solution of possible demand can be selected is proposed in this research. Uncertain capacity is also considered in the proposed model. The proposed model can extremely increase profit and reduce change of workforce level. Furthermore, uncertain demand and production capacity are also cooperated, which make the model more realistic for the industrial applications. A case study of a real factory is illustrated to show the effectiveness of the proposed model.