Electric vehicles (EVs) and other vehicles with alternative energy carriers (such as hydrogen) are becoming increasingly common, and with them new fire risks. This report provides the technical details of computational fluid dynamics simulations carried out as part of the BREND 2.0 project to assess the tenability conditions within a ro-ro space from EV fires, via assessment of temperatures, radiation and spread of toxic species. The simulations primarily considered variation in compartment ventilation and fuel source. In all scenarios a selection of gaseous species, gas temperatures and radiative intensity are recorded at point locations and as 2D slices across the ro-ro space. From the gaseous species fractional effective concentrations, for irritant gases, and fraction effective doses, for asphyxiants, can be calculated to provide an assessment for tenability conditions in each scenario. This report contains the results of the simulations and some general observations but no detailed analysis of the implications of the results in terms of safety of EV fires on a ro-ro space.