In-flight deicing systems, like bleed air systems and deicing boots, are effective measures to prevent ice buildup during flight. These systems help maintain the surfaces of the plane at a temperature that prevents ice formation. However, in extremely severe conditions, some ice may still accumulate, which is why pilots continuously monitor the aircraft and may request additional deicing if needed.