An airborne wind-driven electrical generator provides electrical current to the resistance wire of a smoke generator, which receives a smoke-producing fluid from a reservoir. A valve controls the flow of fluid to the smoke generator in response to control signals, which may indicate a simulated weapon firing or simulated weapon hit in an airborne weapon training system.