An accurate visual microsimulation model has been developed and used to analyse the interaction of various equipment units commonly found in automated container terminals. We attempt to quantify the factors that contribute to operational uncertainty, and discuss their consequences for algorithms that optimise horizontal and vertical container movements in suchter minals