An intelligent production system based on edge computing and identification analysis

Abstract

The invention provides an intelligent production system based on edge computing and identification analysis, including a physical production system, an edge node, an identification analysis node, a cloud server, an equipment maintenance system, and an AI algorithm model library. Each equipment provider has a cloud server, equipment maintenance system and AI algorithm model library. The edge node receives the physical device identification and status data; the identification analysis node obtains the type of AI (artificial intelligence) model required by the device; the cloud server sends the required model of the device to the edge node; the edge node detects the device, updates the AI ​​model, and The updated model is pushed to the cloud server and the edge nodes of the same type of equipment from the same equipment provider. The invention can specifically locate the faulty equipment or components in the workshop, and only distribute the detection model for the equipment in the workshop to the edge nodes, which solves the problem of the large number of artificial intelligence diagnosis models, the inflexible fault detection, and the time-consuming and labor-consuming determination of the fault location. The problem.

Description

technical field [0001] The invention relates to the technical fields of intelligent production and edge computing, in particular to an intelligent production system based on edge computing and identification analysis. Background technique [0002] The particularity of industrial production requires that the industrial network can perceive the environment through intelligent means, support the access of a large number of heterogeneous devices, support massive multi-source, multi-modal data high-speed transmission, and have stronger security, so as to provide industrial production Providing better services has brought huge challenges to the traditional Internet in terms of architecture, security, and performance. [0003] In order to meet the above challenges, industrial Internet research came into being. The industrial Internet system consists of four aspects: network connection, platform, security system, and identification analysis. Among them, the identification analysis...

AI Technical Summary

Problems solved by technology

[0010] Aiming at problems such as the large number of artificial intelligence diagnosis models, the inflexibility of fault detection, and the time-consuming and labor-consuming determination of the fault location in the existing intelligent production system when fault detection is based on edge computing + artificial intelligence technology, the present invention provides an edge-based Intelligent production system for calculation and identification analysis

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