Eddy viscosity models are essential tools in computational fluid dynamics for simulating turbulent flows by providing an effective viscosity to account for the chaotic eddies present in turbulence. These models simplify the complexities of turbulence and enable engineers and scientists to make practical predictions about flow behavior in various engineering applications.