This thesis covers the problem of construction storage spaces planning for construction of bearing walls. In the introductory part, a description of the problems that may arise during the planning of the procurement and storage of the material on the construction site is given, followed by a short, general overview of the construction site storage spaces. In the last part of the introduction, a few similar models from the literature are presented. In the second chapter, an optimization model has been proposed, consisting of two separate modules formulated as a problems of a mixed integer nonlinear programming MINLP. Then the general formulation of the MINLP goal function is displayed, followed by the mathematical formulation of both modules. The third chapter refers to the practical application of the proposed model. The model was applied on the example of masonry works of a characteristic floor of a multi-storey residential building. The problems that may arise during the construction of this building are described in detail, and then, for each module, the procedure for calculating the input parameters is described. Input parameters were obtained from the existing BIM model, while for the problem modeling and solving the Excel Solver and Solver Foundation were used. At the end of the third chapter, a dynamic plan for building bearing walls according to the procurement and storage plan was offered. The conclusion describes what has been written in this paper, what are the limitations of the model and what can be improved in the model.