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Identification and monitoring system of magnetic material preparation process based on artificial intelligence

A magnetic material, artificial intelligence technology, applied in manufacturing computing systems, character and pattern recognition, instruments, etc., can solve problems such as low accuracy and low monitoring efficiency, to improve yield and yield, improve safety, guarantee The effect of accuracy

Active Publication Date: 2022-08-02
内蒙古海洋工信科技有限责任公司 +1
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  • Abstract
  • Description
  • Claims
  • 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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  • Identification and monitoring system of magnetic material preparation process based on artificial intelligence
  • Identification and monitoring system of magnetic material preparation process based on artificial intelligence
  • Identification and monitoring system of magnetic material preparation process based on artificial intelligence

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specific Embodiment approach 1

[0106] Embodiment 1: Combining figure 1 Describe this embodiment,

[0107] 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;

[0108] 1. The data layer undertakes the tasks of identifying and monitoring the preparation process of rare earth magnetic materials, collecting AI model data sets and making databases, including the collection of rare earth magnetic materials preparation and production scene target detection data sets and the production of data sets, and the preparation and production process of rare earth magnetic materials. Identify the data set production process.

[0109] 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 detect...

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Abstract

A magnetic material preparation process identification and monitoring system based on artificial intelligence belongs to the technical field of identification and monitoring. The present invention solves the problems of low monitoring efficiency and low accuracy in the existing magnetic material preparation process relying on manual judgment. The invention includes a data layer, an algorithm layer and an application layer; the data layer stores the data for identifying and monitoring the preparation process of magnetic materials; the algorithm layer identifies and monitors the actual magnetic material preparation process according to the AI ​​model for identifying and monitoring the preparation process of rare earth magnetic materials. ;The application layer adopts the real-time video stream analysis framework based on DeepStream. With the support of the DeepSteam video analysis acceleration library, the multi-channel video goes through the steps of decoding, preprocessing, batch processing, neural network inference, tracking, visualization, display, and streaming. The algorithm layer realizes real-time detection of processes and real-time monitoring of illegal operations. The invention is mainly applied to the identification and monitoring of the magnetic material preparation process.

Description

technical field [0001] The invention relates to a magnetic material preparation process identification and monitoring system, belonging to the technical field of identification and monitoring. Background technique [0002] Magnetic materials are a class of important basic functional materials, with a wide range of applications, such as electronics, information, power tools, automobiles, home appliances and other industries have irreplaceable demands for magnetic materials. As the current country advocates energy conservation, environmental protection and green development, as a clean energy, magnetic materials are more and more widely used in emerging fields such as energy conservation and environmental protection, new energy, electric vehicles, smart cities, and smart earth. In the fields of military and national defense such as robots, drones, aerospace, satellite remote sensing, etc. [0003] The preparation of magnetic materials is the basic link of the magnetic materia...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V20/40G06V10/44G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08G06N5/04G06Q10/06G06Q50/04
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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