基于实时信息驱动的制造过程可视化监控平台

摘要/Abstract

摘要：

针对目前由于缺乏有效的手段支持离散制造过程实时监控,导致生产车间透明程度低、信息流实时性差等问题，采用面向对象的方法构建制造资源本体模型(ROM)和一种支持生产系统实时监控的对象模型(IMPV),并定义了IMPV的对象数据模型、可视化表征模型、对象操作模型和信息交互控制模型。在此基础上，设计并实现了一种支持制造过程实时可视化监控的体系架构，详细讨论了IMPV的实例化方法以及基于规则映射的资源感知与信息集成模式，最后将该可视化监控系统应用于某发动机装配车间中，取得了良好的应用效果。

关键词: 可视化, 生产系统, 信息集成, 过程监控

Abstract:

In order to deal with the low visibility for manufacturing processes,the time-lag effects of the information,and other problems,which were caused by the lack of the efficient measurements in the real-time monitoring of the discrete manufacturing process status,an object-oriented modeling approach was adopted to establish the resource ontology model(ROM) and the interface model for manufacturing process visibility(IMPV).Further,the data model,the visualization model,the operation model and the information interface model of IMPV were proposed and defined.Based on that,a framework of the real-time visual monitoring for manufacturing processes was designed,and the instantiation method of IMPV and the information integration mode were discussed based on mapping rules.Finally,the results of the visual monitoring system's applications on an engine assembly line demonstrate that the proposed system can improve the productivity and efficiency.

Key words: visualization, manufacturing system, information integration, process monitoring

中图分类号:

TH166

刘明周, 王强, 马靖. 基于实时信息驱动的制造过程可视化监控平台[J]. 中国机械工程, 2015, 26(18): 2466-2472.

Liu Mingzhou, Wang Qiang, Ma Jing. Visual Monitoring Platform of Manufacturing Process Based on Real-time Information Driven[J]. China Mechanical Engineering, 2015, 26(18): 2466-2472.

参考文献

[1]Li T,Qin W,Zhang J,et al.Research and Application of Visualized Real-time Monitoring System for Complex Product Manufacturing Process[J].Key Engineering Materials,2014,579/580:787-791．
[2]王佩,张定华,陈冰,等.基于SPC与EPC集成的制造过程质量监控与调整[J].中国机械工程,2011,22(18):2203-2208．
Wang Pei,Zhang Dinghua，Chen Bing，et al．Quality Monitoring and Adjustment Method in Manufacturing Processes Based on Integration of SPC and EPC[J].China Mechanical Engineering,2011,22(18):2203-2208．
[3]Fu Y,Jiang P,Li Y.The Study on RFID Middleware for Real-time Monitoring in Manufacturing[C]//International Conference on Advanced Design and Manufacturing Engineering. Guangzhou:Trans. Tech. Publications,2011:2491-2494.
[4]Senkuvienèt I,Jankauskas K,Kvietkauskas H. Using Manufacturing Measurement Visualization to Improve Performance[J]. Mechanika, 2014,20(1):99-107.
[5]高振清,孙厚芳,李晶,等.基于MAS的制造系统监控技术研究[J].中国机械工程,2006,17(S2):219-221.
Gao Zhenqing,Sun Houfang,Li Jing,et al.Research on Monitoring of Manufacturing System Based on MAS[J]. China Mechanical Engineering,2006,17(S2):219-221．
[6]Sun W, Dong M, Sun Z, et al. The Research of a Equipment for Detecting and Monitoring Process[C]//International Conference on Digital Manufacturing and Automation.Changsha:IEEE,2010:758-761．
[7]刘日良，张承瑞，姜宇，等.基于MTConnect的数控机床网络化监控技术[J].计算机集成制造系统,2012,19(5)：1078-1084．
Liu Riliang,Zhang Chengrui,Jiang Yu,et al.Networked Monitoring Technology of Numerical Control Machine Tools Based on MTConnect[J]. Computer Integrated Manufacturing System,2012,19(5):1078-1084.
[8]尹超,张飞,李孝斌,等.多品种小批量机加车间生产任务执行情况可视化动态监控系统[J].计算机集成制造系统,2013,19(1)：46-54．
Yin Chao,Zhang Fei,Li Xiaobin,et al.Visualization Dynamic Monitoring System of Production Execution for Multi-variety and Small-batch Job Shop[J].Computer Integrated Manufacturing System,2013,19(1):46-54．
[9]孙惠斌,常智勇.复杂产品装配执行过程建模与监控方法研究[J].中国机械工程,2009,20(16)：1947-1951.
Sun Huibin,Chang Zhiyong.Study on Complex Product Assembly Executive Process Modeling and Monitoring Method[J].China Mechanical Engineering,2009，20(16)：1947-1951．
[10]Feng Z，Wang G．Real Time Monitoring System of Heat Treatment Intelligent Workshop[J]．Key Engineering Materials, 2014，621：599-604．
[11]韦韫，李东波，童一飞．面向服务的基于元模型的统一制造资源建模研究[J]．中国机械工程，2012，23(15)：1818-1824．Wei Yun，Li Dongbo，Tong Yifei．Service-oriented Unified Manufacturing Resource Modeling based on Meta-model [J]．China Mechanical Engineering,2012,23(15):1818-1824．

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[15]	王希;肖毅;董海;龚廷凯;. 高速干切削过程监测及分析[J]. J4, 2009, 20(04): 0-503.