A system for controlling the feed rate of seed cotton to a roller gin utilizes a plurality of sensors to measure gin roll temperature, power requirements, seed cotton accumulation on the gin roll and/or ginned seed reflectance to dynamically vary feed rate, rotary knife speed and gin roll speed, force and position against stationary knife to increase ginning efficiency.