In this study, a numerical analysis was conducted to derive the optimal installation conditions for flame-spread barriers within racks, to reduce the damage caused by recurrent fire accidents in logistics facilities. The effectiveness of the fire extinguishing system according to domestic regulations was reviewed to ensure the feasibility of installation of the horizontal barrier. This review revealed that sprinkler systems were ineffective in delaying or preventing the initial spread of fire under certain fire conditions, confirming the need for horizontal barriers. Furthermore, although the installation of horizontal barriers was effective in delaying the initial fire spread, it led to an increase in fire size by blocking the extinguishing water and altering the fire spread path. It was confirmed that deriving the optimal installation conditions for barriers requires the consideration of the interactions between the in-rack sprinkler heads and the surrounding fire extinguishing systems.