工业设备数据采集处理一体化平台架构设计及应用研究

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中图分类号：TP311;TQ051 文献标志码：A 文章编号：1001-5922（2025）07-0193-04

Abstract：Hadoop technology isused to design an integrated platform fordata acquisition and procesing of industrial quipment.Thedesigned integrated platform is composedof a dataacquisition module，a data transmision integration module，a data storage module and adata analysis visualization module to realize the integrated utilizationof equipmentdata.The integrated platform iscomposed ofa data colection layer，a big data layer，andan aplication layer，andrandom forests areused in theapplication layer to realize the decision-making andanalysis of data，and improvethe inteligent levelof data analysis.Through theperformance testofthe integrated platform，itis verified thatthedesigned integrated platformcanefectivelyaccelerate thewriting efciencyoffilesandachievetimelyresponse to industrial equipment.Theresultsshow thattheapplicationof the integrated platform can effectively reduce the number of production shutdowns，improve the utilizationrate of industrial equipment，and reduce energy consumption.This has certain practical value for promoting the development of enterprises.

Key words：industrial equipment;data acquisition and processing;integrated platform design

信息化时代，工业设备数据采集与处理是提高企业生产效率和智能化水平的关键。（剩余5964字）