多传感器数据融合车间环境监测系统设计  

Design of Workshop Environmental Monitoring System Based on Multi-sensor Data Fusion

作　　者：常胜 杨静萍 姚永康 司嘉奇 CHANG Sheng;YANG Jingping;YAO Yongkang;SI Jiaqi(School of Electromechanical Engineering,Dalian Minzu University,Dalian Liaoning 116650,China)

机构地区：[1]大连民族大学机电工程学院,辽宁大连116650

出　　处：《大连民族大学学报》2025年第1期28-35,46,共9页Journal of Dalian Minzu University

摘　　要：针对车间生产企业对数量众多的车间环境的监测需求,采用工业物联网技术结合多传感器数据融合算法对车间环境进行实时监测。在各车间采集点布置数据采集终端实时采集车间环境数据,并通过Lora无线通信方式将终端采集的车间环境数据传输至边缘网关;在边缘网关部署多传感器数据融合算法,提出一种两级融合的多传感器数据融合方法,旨在提高多源数据融合的准确性和可靠性。实验结果表明,系统运行稳定,监测效果理想,融合算法结果可以反映车间环境状况,为企业车间环境监测提供一种有效解决方案。In view of the environmental monitoring needs of workshop manufacturers for a large number of workshops,the industrial Internet of Things technology combined with multi-sensor data fusion algorithm is used to monitor the workshop environment in real time.The data collection terminals are arranged at each workshop collection point to collect the workshop environmental data in real time,and the workshop environmental data collected by the terminal is transmitted to the edge gateway through Lora wireless communication,and then the multi-sensor data fusion algorithm is deployed at the edge gateway,and a multi-sensor data fusion method with two-level fusion is proposed,which aims to improve the accuracy and reliability of multi-source data fusion.The experimental results show that the system runs stably,the monitoring effect is ideal,and the results of the fusion algorithm can reflect the environmental conditions of the workshop,which provides an effective solution for the environmental monitoring of the enterprise workshop.

关 键 词：车间环境监测 数据采集终端 Lora 多传感器数据融合 

分 类 号：TP274[自动化与计算机技术—检测技术与自动化装置]