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

A technology of magnetic materials and artificial intelligence, applied in the direction of manufacturing computing systems, character and pattern recognition, instruments, etc., can solve the problems of low monitoring efficiency and low accuracy, improve safety, increase yield and yield, reduce The effect of investment in manpower and material resources

Active Publication Date: 2021-06-25
内蒙古海洋工信科技有限责任公司 +1
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  • Abstract
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  • Application Information

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

Method used

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

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Experimental program
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specific Embodiment approach 1

[0107] Specific implementation mode one: combine figure 1 To describe this embodiment,

[0108] This embodiment is an artificial intelligence-based magnetic material preparation process identification and monitoring system, including a data layer, an algorithm layer and an application layer;

[0109] 1. The data layer undertakes the tasks of rare earth magnetic material preparation process identification and monitoring AI model data set collection and database production, including the collection and production of rare earth magnetic material production scene target detection data set and production process of rare earth magnetic material production process Identify the dataset production process.

[0110] The data layer stores the identification and monitoring data of the magnetic material preparation process. The data sets stored in the data layer include the production scene target detection data set and the production process process feature detection data set; these data...

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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...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08G06N5/04G06Q10/06G06Q50/04
CPCG06N3/08G06N5/04G06Q10/06316G06Q50/04G06V20/46G06V20/41G06V10/44G06N3/045G06F18/24323Y02P90/30
Inventor 周李涌李琦刘新杜永兴赵建敏胡伟健李宝山张万锴张旭王立全
Owner 内蒙古海洋工信科技有限责任公司
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