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This paper proposes a simulation experiment teaching framework for airport fire escape based on virtual reality and artificial intelligence (AI) technology. It uses virtual reality technology and fire science theory to realize the construction of virtual fire scene and management of firefighting facilities, simulates fire dynamics with the help of fire dynamics simulator, and finally evaluates the quality of fire escape based on AI technology. Two example cases demonstrate that the system works well and has promising to become a new teaching mode for fire drill in civil aviation airports.