Aim: The aim of this study is to present the results of research on the influence of the arrangement of passenger cars in specific parking spaces inside an indoor car park on the numerical values obtained in CFD simulations of physical parameters such as smoke density and air/smoke stream velocity. In order to distribute cars randomly, a computer program was developed using a pseudorandom method to determine the type of vehicle as well as the position of the car in the indoor car park. Project and methods: CFD calculations in Ansys Fluent 14.5. Results: On analysis, the results demonstrate that the size of vortices and their velocity after forming inside the indoor car park space have a significant impact on the mass concentration of smok...