Intelligent production system based on edge calculation and identification analysis

Abstract

The invention provides an intelligent production system based on edge calculation and identification analysis. The intelligent production system comprises 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 is provided with a cloud server, an equipment maintenance system and an AI algorithm model library. The edge node receives the physical device identifier and the state data; the identification analysis node obtains an AI (artificial intelligence) model category required by the equipment; the cloud server issues the model required by the equipment to the edge node; and the edge node detects the equipment, updates the AI model, and pushes the updated model to the cloud server and the edge node where the same type of equipment of the same equipment provider is located. According to the invention, the fault equipment or part in the workshop can be specifically positioned, only the detection model for the workshop equipment where the edge node is located is distributed to the edge node, and the problems that the number of artificial intelligence diagnosis models is large, fault detection is not flexible, and time and labor are consumed in fault position determination at present are solved.

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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