A new distributed SCADA system architecture is given, including infrastructure, distributed resources and task processing, distributed real-time data processing, and distributed data processing. The foreign language quality of Sino-foreign joint training of applied talents includes not only good foreign language knowledge, but also the application level of foreign language knowledge, cross-cultural communication ability and innovation ability. The reform and innovation of the practical teaching of a Sino-German cooperative logistics management major has established an enterprise-led application-oriented practical teaching system for college students, and analyzed the innovation and application effect of the system. Finally, the accuracy and efficiency of the proposed intelligent monitoring structure system are verified by the actual experimental results.