In this contribution, a macroscopic multi-pedestrian flow is modelled by a system of convection-diffusion equations. The convection corresponds to a movement towards a strategic direction, whereas the diffusion corresponds to a tactical movement that avoids jams. Different populations moving in different directions are represented by different phases. Numerical experiments demonstrate the qualitative behaviour of the simulation model.