We used high-resolution simulations to examine if secondary ice production could explain the high ice particle concentrations observed during an airborne Arctic cloud study. For these clouds, the dominating secondary ice production process was rime splintering. It can produce high ice concentrations, but some model adjustments may be needed. Clouds in our simulations reached realistic steady states where rime splintering became a self-sustaining process.