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基于智能制造系统的物联网3D监控 被引量：16

3D monitoring for IOT based on intelligent manufacturing system
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摘要 针对柔性智能制造系统在生产过程中环境参数、操作行为、随机事件对产品质量的影响的判断数据不完善等问题,给出了一种有效的融合多种传感器为一体的三维虚拟监控的设计方法,模拟仿真和实现柔性智能制造系统中复杂的制造和控制过程。该系统实现了从数据的采集、分析、处理、建模、通信,以及工件的库存状态显示,构建了一个完整的物联网3D监控体系。仿真实验表明,与改造前相比,智能制造系统环境自适应、在线学习、系统运行状态得到了明显的提高。 There is a comprehensive pre-platform for the effects of flexible intelligent manufacturing system in the production process of environmental parameters,operating behavior,random events on product quality.This paper presents a design method of the effective fusion of multi-sensor integrated 3D virtual monitoring,it realizes the manufacturing and process control of flexible manufacturing system in the complex.The system has realized from the data acquisition,analysis,processing,modeling,communication,and inventory status to display the artifacts,and built a complete 3D monitoring system for IOT.Simulation results show that,compared with the former,the environment adaptive,online learning,and the running state of the intelligent manufacturing system have been significantly improved.
作者 刘昭斌 刘文芝 顾才东 张玉成
机构地区 苏州市职业大学 江苏省现代企业信息化应用支撑软件工程技术研发中心 中国科学院计算技术研究所无线通信技术研究中心
出处 《实验技术与管理》 CAS 北大核心 2015年第2期89-93,共5页 Experimental Technology and Management
基金 国家自然科学基金资助项目(61472211 61472268) 苏州市科技计划项目(SYG201257) 苏州市科技计划指导性项目(SGZ2013138) 苏州市职业大学预研基金项目(2012SZDYY08) 苏州市职业大学教学建设项目(SZDJG-12006)
关键词 智能制造 物联网 3D 监控 环境感知 intelligent manufacturing Internet of things（IOT） 3D monitoring environmental perception
分类号 TP277 [自动化与计算机技术—检测技术与自动化装置]
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参考文献13

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二级参考文献15

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共引文献74

同被引文献168

引证文献16

二级引证文献142

实验技术与管理
2015年 第2期

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