The invention provides an industrial device intelligent control system and method. The system comprises: an RT module, an AI module and an APP module, wherein the RT module is connected to an industrial device through an interface, acquires field data of the industrial device, processes the field data and transmits processing result data to the AI module and the APP module; the AI module performsintelligent analysis on the received processing result data and transmits the processing result data to the APP module connected to the AI module; and the APP module includes a plurality of APPs having multiple functions, judges and controls the analysis result and sends feedback signals to the RT module to achieve a closed-loop control strategy and sends the feedback signals to the AI module to implement parameter adjustment of an artificial intelligence model. The APP module also includes an APP interface for data transmission. The industrial device intelligent control system and method, data collection, monitoring and interaction of the industrial device, data-based model learning and optimization and real-time update response of control strategies can be implemented.