The study, with online optimization technology definition as the entry point, has explored online optimization procedure, relying on the analysis on its position in food enterprise comprehensive automatic food system and the overview on new data-driven control method. With the development of computer technology and the generalization of Distributed Control Food System (DCFS), the efficient computation platform and rich DCFS resource have provided a powerful hardware technology for implementing advanced process control technology like online optimization.