The European Spallation Source, current under construction in Lund, Sweden, is based on a proton linac with an unprecedented 5 MW beam power to drive a bright source of neutrons. Design and operation of such a high power and large scale proton linac impose challenges in various aspects of beam dynamics, accelerator science and engineering. This presentation discusses challenges in beam dynamics simulations required for the design and operation of the ESS proton linac.