Energy Consumption Data Collection and Supervision Systems of Forging Workshops with OPC Unified Architecture

doi:10.3969/j.issn.1004-132X.2021.20.012

Abstract

Abstract: Aiming at the characteristics of multi-source heterogeneous data in forging workshops, and current situation of information silos and difficulties in interconnection among equipment, a set of energy consumption data and monitoring systems for forging workshops was proposed. Combined with specific requirements of the systems in combination with data characteristics of the workshops, network architecture of data perception and transmission according to field layout was designed, and an information interaction model was established with OPC UA. Finally, taking a forging workshop as application object, a collection of consumption data and statistical supervision of information in the entire processes of forging actual productions was realized.
Key words: forging shop; object linking and embedding(OLE) for process control unified

Key words: architecture(OPC UA), energy consumption, data collection, corporate supervision

摘要： 针对锻造车间数据多源异构的特点，以及设备间存在信息孤岛且互联互通困难的现状，提出了一套面向锻造车间能耗数据的采集与监管系统。结合车间数据特点分析了系统具体需求，根据实地布局设计了数据感知、传输的网络架构，建立了基于过程控制统一对象模型的信息交互模型。最后以锻造车间为对象，实现了对锻造生产整个过程的能耗数据采集和信息统计监管。

关键词: 锻造车间, 过程控制统一对象模型, 能耗, 数据采集, 企业监管

CLC Number:

TH186

JIAO Yuyang, LI Li, NIE Hua, ZHOU Li, CHEN Xingzheng, LI Tao. Energy Consumption Data Collection and Supervision Systems of Forging Workshops with OPC Unified Architecture[J]. China Mechanical Engineering, 2021, 32(20): 2492-2500.

焦瑀阳, 李丽, 聂华, 周丽, 陈行政, 李涛. 采用OPC统一架构的锻造车间能耗数据采集与监管系统[J]. 中国机械工程, 2021, 32(20): 2492-2500.

References

［1］郑文达,权晓惠,李俊辉.锻造液压机的现状及其展望［J］.重型机械,2012(3):2-10.
ZHENG Wenda, QUAN Xiaohui, LI Junhui. Development History and Trend of Forging Hydraulic Press［J］. Heavy Machinery, 2012(3):2-10.
［2］许树森,任运来,齐作玉.船用曲轴锻件成形技术的发展［J］. 大型铸锻件, 2018(1):19-22.
XU Shusen, REN Yunlai, QI Zuoyu. Technique Development of Forming the Marine Crankshaft Forgings［J］. Heavy Castings and Forgings, 2018(1):19-22.
［3］李娜,尹喜刚,刘静,等. 锻造仿真与热模拟技术在航空发动机叶片精密锻造中的应用［J］. 航空制造技术, 2018, 61(15)：59-62.
LI Na, YIN Xigang, LIU Jing, et al. Application of Forging Simulation and Thermal Simulation Technology in Precision Forging of Aero-engine Blade［J］.Aeronautical Manufacturing Technology, 2018, 61(15)：59-62.
［4］DOWNEY J, BOMBINSKI S, NEJMAN M, et al. Automatic Multiple Sensor Data Acquisition System in a Real-time Production Environment［J］. Procedia CIRP, 2015, 33:215-220.
［5］ZHANG Yingfeng, MA Shuaiyin, YANG Haidong, et al. A Big Data Driven Analytical Framework for Energy-intensive Manufacturing Industries［J］. Journal of Cleaner Production, 2018, 197:57-72.
［6］ENSTE U, MAHNKE W. OPC Unified Architecture［J］. Automatisierungstechnik, 2011, 59(7)：397-404.
［7］MOURTZIS D, MILAS N, VLACHOU A. An Internet of Things-based Monitoring System for Shop-floor Control［J］. Journal of Computing & Information Science in Engineering, 2018, 18(2):021005.
［8］PAOLO F, ALESSANDRA F, STEFANO R, et al. Impact of Quality of Service on Cloud Based Industrial IoT Applications with OPC UA［J］. Electronics, 2018, 7(7)：109.
［9］CAVALIERI S, STEFANO D D, SALAFIA M G, et al. Integration of OPC UA into a Web-based Platform to Enhance Interoperability［C］∥2017 IEEE 26th International Symposium on Industrial Electronics (ISIE). Edinburgh, 2017：1206-1211.
［10］LIU C, VENGAYIL H, LU Y, et al. A Cyber-physical Machine Tools Platform Using OPC UA and MT Connect［J］. Journal of Manufacturing Systems, 2019, 51：61-74.
［11］林博宇,张浩,孙勇,等.锻造车间数据采集与分析系统的设计与应用［J］. 锻压技术,2020,45(5):198-202.
LIN Boyu, ZHANG Hao, SUN Yong, et al. Design and Application on Data Acquisition and Analysis System in Forging Workshop［J］. Forging & Stamping Technology, 2020, 45(5):198-202.
［12］姚静,李瑶,翟富刚,等.拔长工艺中锻造操作机液压系统能耗分析［J］.中国机械工程,2019,30(4):385-392.
YAO Jing, LI Yao, ZHAI Fugang, et al. Energy Dissipation Analysis of Forging Manipulator Hydraulic Systems in Stretching Processes［J］. China Mechanical Engineering, 2019, 30(4)：385-392.
［13］INDRAWATI S, RIDWANSYAH M. Manufacturing Continuous Improvement Using Lean Six Sigma：an Iron Ores Industry Case Application［J］. Procedia Manufacturing, 2015, 4(5)：528-534．
［14］卫定惠,汪惠芬,柳林燕. 中小型自动化生产线可视化监控系统［J］. 中国机械工程, 2020, 31(11)：1351-1359.
WEI Dinghui, WANG Huifen, LIU Linyan. Visual Monitoring System for Small and Medium-sized Automatic Production Lines［J］. China Mechanical Engineering, 2020, 31(11)：1351-1359.
［15］宋庭新,李轲. 基于OPC UA的智能制造车间数据通信技术及应用［J］. 中国机械工程, 2020, 31(14)：1693-1699.
SONG Tingxin, LI Ke. Data Communication Technology and Application in Intelligent Manufacturing Workshop Based on OPC UA Architecture［J］. China Mechanical Engineering, 2020,31(14):1693-1699.
［16］HE Y, WU P, WANG Y, et al. An OPC UA Based Framework for Predicting Energy Consumption of Machine Tools［J］. Procedia CIRP, 2020, 90:568-572.
［17］王立平,张兆坤,邵珠峰,等. 机床制造加工数字化车间信息模型及其应用研究［J］. 机械工程学报, 2019, 55(9)：154-165.
WANG Liping, ZHANG Zhaokun, SHAO Zhufeng, et al. Research on the Information Model of Digital Machining Workshop for Machine Tools and Its Applications［J］. Journal of Mechanical Engineering, 2019, 55(9):154-165.
［18］申建建,曹瑞,苏承国,等. 水火风光多源发电调度系统大数据平台架构及关键技术［J］.中国电机工程学报, 2019, 39(1)：43-55.
SHEN Jianjian, CAO Rui, SU Chengguo, et al. Big Data Platform Architecture and Key Techniques of Power Generation Scheduling for Hydro-thermal-wind-solar Hybrid System［J］. Proceedings of the CSEE, 2019, 39(1)：43-55.

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