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Industrial 5G based digital twin control platform for flexible intelligent manufacturing
- Telecommunications Science Vol. 38, Issue Z1, Pages: 174-183(2022)
- 作者机构：
1. 中科南京移动通信与计算创新研究院，江苏 南京 211135
2. 中国科学院计算技术研究所无线通信技术研究中心，北京 100190
3. 中国科学院大学，北京 100049
4. 北京中科晶上科技股份有限公司，北京 100190
- 作者简介：
- 基金信息：
DOI：10.11959/j.issn.1000-0801.2022121
CLC： TN929-
Published Online：2022-05，
Published：31 May 2022
- 稿件说明：
移动端阅览
Yaoqi LIU, Hongguang LI, Yiqing ZHOU, et al. Industrial 5G based digital twin control platform for flexible intelligent manufacturing[J]. Telecommunications science, 2022, 38(Z1): 174-183.
Yaoqi LIU, Hongguang LI, Yiqing ZHOU, et al. Industrial 5G based digital twin control platform for flexible intelligent manufacturing[J]. Telecommunications science, 2022, 38(Z1): 174-183. DOI： 10.11959/j.issn.1000-0801.2022121.
摘要
作为实现智能制造的关键，工业互联网将先进制造技术与工业5G深度融合，贯穿于物料准备、生产制造、试验测试和服务等全生命周期的各个环节。面对日益增长的定制化、小批量的产线需求，以及确定性高可靠的通信要求，提出并设计了基于工业5G的柔性智造孪生控制平台，包括灵活编排、按需生产的柔性智造产线，以低时延、高可靠的工业级5G为核心的智联网络，以及实现数据采集、实时反馈的孪生控制平台，结合智能决策机制实现“感知—分析—决策—执行”的闭环演进。
Abstract
As the key of intelligent manufacturing
industrial Internet deeply integrates advanced manufacturing technology with industrial 5G.It runs through all links of the whole life cycle
such as material preparation
production and manufacturing
test and service.Facing the increasing demand for customization
small batch production line and deterministic and reliable communication requirements
a industrial 5G based flexible intelligent manufacturing twin control platform was proposed and designed.Specifically
it included flexible manufacturing line with flexible arrangement and on-demand production
intelligent network with industrial 5G with low delay and high reliability as the core
the digital twin control platform of data acquisition and real-time feedback.The platform combined intelligent decision mechanism to realize the closed-loop evolution of perception analysis decision execution.
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references
ZHOU Y Q , LIU L , WANG L , et al . Service-aware 6G:an intelligent and open network based on the convergence of communication,computing and caching [J ] . Digital Communications and Networks , 2020 , 6 ( 3 ): 253 - 260 .
LIU L , ZHOU Y Q , GARCIA V , et al . Load aware joint CoMP clustering and inter-cell resource scheduling in heterogeneous ultra dense cellular networks [J ] . IEEE Transactions on Vehicular Technology , 2018 , 67 ( 3 ): 2741 - 2755 .
XING C W , MA S D , ZHOU Y Q . Matrix-monotonic optimization for MIMO systems [J ] . IEEE Transactions on Signal Processing , 2015 , 63 ( 2 ): 334 - 348 .
ZHOU Y Q , LIU H , PAN Z G , et al . Two-stage cooperative multicast transmission with optimized power consumption and guaranteed coverage [J ] . IEEE Journal on Selected Areas in Communications , 2014 , 32 ( 2 ): 274 - 284 .
GARCIA V , ZHOU Y Q , SHI J L . Coordinated multipoint transmission in dense cellular networks with user-centric adaptive clustering [J ] . IEEE Transactions on Wireless Communications , 2014 , 13 ( 8 ): 4297 - 4308 .
王俊文 . 未来工业互联网发展的技术需求 [J ] . 电信科学 , 2019 , 35 ( 8 ): 26 - 38 .
WANG J W . Technical requirement of future industrial Inter-net [J ] . Telecommunications Science , 2019 , 35 ( 8 ): 26 - 38 .
刘彬 , 张云勇 . 基于数字孪生模型的工业互联网应用 [J ] . 电信科学 , 2019 , 35 ( 5 ): 120 - 128 .
LIU B , ZHANG Y Y . Application of digital twin model based industrial internet [J ] . Telecommunications Science , 2019 , 35 ( 5 ): 120 - 128 .
邹春明 . 基于 5G 技术的物联网的发展及应用 [J ] . 数字通信世界 , 2021 ( 8 ): 147 - 148 .
ZOU C M . Development and application of the internet of things based on 5G technology [J ] . Digital Communication World , 2021 ( 8 ): 147 - 148 .
ZHOU Y Q , TIAN L , LIU L , et al . Fog computing enabled future mobile communication networks:a convergence of communication and computing [J ] . IEEE Communications Magazine , 2019 , 57 ( 5 ): 20 - 27 .
周一青 , 李国杰 . 未来移动通信系统中的通信与计算融合 [J ] . 电信科学 , 2018 , 34 ( 3 ): 1 - 7 .
ZHOU Y Q , LI G J . Convergence of communication and com-puting in future mobile communication systems [J ] . Telecom-munications Science , 2018 , 34 ( 3 ): 1 - 7 .
颜玮 . 基于 Robotstudio 的柔性智造生产线的仿真教学平台的构建 [J ] . 现代制造技术与装备 , 2019 ( 9 ): 215 - 217 .
YAN W . Construction of simulation teaching platform for flexi-ble intelligent manufacturing production line based on robotstu-dio [J ] . Modern Manufacturing Technology and Equipment , 2019 ( 9 ): 215 - 217 .
CISCO . Intent based networking [Z ] . 2021 .
ETSI . Zero touch network and service management [R ] . 2021 .
HAN S S , WANG F Y , CHENG X , et al . Parallel networks and network softwarization:a novel network architecture [J ] . Scientia Sinica Informationis , 2017 , 47 ( 7 ): 811 .
孙滔 , 周铖 , 段晓东 , 等 . 数字孪生网络(DTN):概念、架构及关键技术 [J ] . 自动化学报 , 2021 , 47 ( 3 ): 569 - 582 .
SUN T , ZHOU C , DUAN X D , et al . Digital twin net-work(DTN):concepts,architecture,and key technologies [J ] . Acta Automatica Sinica , 2021 , 47 ( 3 ): 569 - 582 .
QIAN M L , WANG Y Y , ZHOU Y Q , et al . A super base station based centralized network architecture for 5G mobile communication systems [J ] . Digital Communications and Networks , 2015 , 1 ( 2 ): 152 - 159 .[LinkOut ]
LIU Y , ZHOU Y Q , YUAN J H , et al . Delay aware flow scheduling for time sensitive fronthaul networks in centralized radio access network [J ] . IEEE Transactions on Communications , 2020 , 68 ( 5 ): 2992 - 3009 .
SU Y T , LIU Y Q , ZHOU Y Q , et al . Broadband LEO satellite communications:architectures and key technologies [J ] . IEEE Wireless Communications , 2019 , 26 ( 2 ): 55 - 61 .
LIU Y Q , SU Y T , ZHOU Y Q , et al . Frequency offset estimation for high dynamic LEO satellite communication systems [C ] // Proceedings of 2019 11th International Conference on Wireless Communications and Signal Processing (WCSP) . Piscataway:IEEE Press , 2019 : 1 - 6 .
刘垚圻 , 周一青 , 苏晓旭 . 低轨卫星互联网发展与挑战 [J ] . 中国电信建设 , 2021 ( 1 ): 32 - 40 .
LIU Y Q , ZHOU Y Q , SU X X . Development and challenges of low orbit satellite internet [J ] . China Telecommonications Con-struction , 2021 ( 1 ): 32 - 40 .
马世骏 . 智能时代 柔性先行 [J ] . 今日制造与升级 , 2020 ( S2 ): 20 - 21 .
MA S J . In the smart age,flexibility takes the lead [J ] . Manu-facture ＆ Upgrading Today , 2020 ( S2 ): 20 - 21 .
韩健睿 , 张瑞祺 , 郭瑞莲 , 等 . 一种基于工业视觉的汽车密封件涂胶工作站研究 [J ] . 科技创新与应用 , 2021 , 11 ( 27 ): 62 - 64 .
HAN J R , ZHANG R Q , GUO R L , et al . Research on automo-tive sealing gumming workstation based on industrial vision [J ] . Technology Innovation and Application , 2021 , 11 ( 27 ): 62 - 64 .
MA Y J , SHI J L , ZHOU Y Q , et al . Design and implementation of dynamic high-speed switches in super base station architectures [J ] . China Communications , 2020 , 17 ( 3 ): 78 - 89 .
LIU L , ZHOU Y Q , YUAN J H , et al . Economically optimal MS association for multimedia content delivery in cache-enabled heterogeneous cloud radio access networks [J ] . IEEE Journal on Selected Areas in Communications , 2019 , 37 ( 7 ): 1584 - 1593 .
LIU L , ZHOU Y Q , ZHUANG W H , et al . Tractable coverage analysis for hexagonal macrocell-based heterogeneous UDNs with adaptive interference-aware CoMP [J ] . IEEE Transactions on Wireless Communications , 2019 , 18 ( 1 ): 503 - 517 .
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