Magnetic material preparation process identification and monitoring system based on artificial intelligence

Abstract

The invention discloses a magnetic material preparation process identification and monitoring system based on artificial intelligence, and belongs to the technical field of identification and monitoring. The invention aims to solve the problems of low monitoring efficiency and low accuracy due to the fact that the existing magnetic material preparation process depends on manual judgment. The system comprises a data layer, an algorithm layer and an application layer. The data layer is used for storing identification and monitoring data of a magnetic material preparation process; the algorithm layer carries out actual magnetic material preparation process identification and monitoring inference according to a rare earth magnetic material preparation process identification and monitoring AI model; the application layer adopts a DeepStream-based real-time video stream analysis framework, under the support of a DeepStream video analysis acceleration library, multi-channel videos are subjected to the steps of decoding, preprocessing, batch processing, neural network inference, tracking, visualization, display and stream pushing, and real-time detection of working procedures and real-time monitoring of violation work are achieved based on the algorithm layer. The system is mainly applied to identification and monitoring of the magnetic material preparation process.

Description

technical field [0001] The invention relates to an identification and monitoring system for a magnetic material preparation process, belonging to the technical field of identification and monitoring. Background technique [0002] Magnetic materials are an important class of basic functional materials with a wide range of applications. Industries such as electronics, information, electric tools, automobiles, and home appliances have irreplaceable demands for magnetic materials. As the current country advocates energy saving, environmental protection and green development, as a kind of clean energy, magnetic materials are more and more widely used in emerging fields such as energy saving and environmental protection, new energy, electric vehicles, smart cities, and smart earth, and even began to be applied It is widely used in military and national defense fields such as robots, unmanned aerial vehicles, aerospace, and satellite remote sensing. [0003] The preparation of mag...

AI Technical Summary

Problems solved by technology

[0004] The invention aims to solve the problems of low monitoring efficiency and low accuracy in the existing magnetic material preparation process relying on manual judgment

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