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For process industry, we propose a framework for integration of management and control in production process and design a data platform that can integrate a variety of services. Based on this platform, we develop three service systems: Production Evaluation, Optimizing Control and Remote Monitoring system. The platform and these service systems make the performance evaluation, intelligent control and remote monitoring of the production more timely and more accurate. Also, they provide an effective model for enhancing the ability of production control.