Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
•Describe the digital twin at the conceptual level, which includes physical entity's components,behaviors and rules.•The five dimension digital twin framework is introduced into the modeling process as the guiding principle to improve the proposed method's accuracy.•The TRIZ function model...
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Published in | Journal of manufacturing systems Vol. 58; pp. 79 - 93 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.01.2021
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Subjects | |
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Abstract | •Describe the digital twin at the conceptual level, which includes physical entity's components,behaviors and rules.•The five dimension digital twin framework is introduced into the modeling process as the guiding principle to improve the proposed method's accuracy.•The TRIZ function model optimized by the five dimension framework is used as an effective way to construct the conceptual digital twin model.
Digital twin represents a fusion of the informational and physical domains, to bridge the material and virtual worlds. Existing methods of digital twin modeling are mainly based on modular representation, which limits guidance of the modeling process. Such methods do not consider the components or operational rules of the digital twin in detail, thereby preventing designers from applying these methods in their fields. With the increasing application of digital twin to various engineering fields, an effective method of modeling a multi-dimensional digital twin at the conceptual level is required. To such an end, this paper presents a method for the conceptual modeling of a digital twin based on a five-dimensional digital twin framework to represent the complex relationship between digital twin objects and their attributes. The proposed method was used to model the digital twin of an intelligent vehicle at the concept level. |
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AbstractList | •Describe the digital twin at the conceptual level, which includes physical entity's components,behaviors and rules.•The five dimension digital twin framework is introduced into the modeling process as the guiding principle to improve the proposed method's accuracy.•The TRIZ function model optimized by the five dimension framework is used as an effective way to construct the conceptual digital twin model.
Digital twin represents a fusion of the informational and physical domains, to bridge the material and virtual worlds. Existing methods of digital twin modeling are mainly based on modular representation, which limits guidance of the modeling process. Such methods do not consider the components or operational rules of the digital twin in detail, thereby preventing designers from applying these methods in their fields. With the increasing application of digital twin to various engineering fields, an effective method of modeling a multi-dimensional digital twin at the conceptual level is required. To such an end, this paper presents a method for the conceptual modeling of a digital twin based on a five-dimensional digital twin framework to represent the complex relationship between digital twin objects and their attributes. The proposed method was used to model the digital twin of an intelligent vehicle at the concept level. |
Author | Peng, Qingjin Wu, Chunlong Tan, Runhua Zhou, Youcheng Pereia Pessôa, Marcus Vinicius |
Author_xml | – sequence: 1 givenname: Chunlong surname: Wu fullname: Wu, Chunlong email: wuchunlong@hebut.edu.cn organization: National Engineering Research Center for Technological Innovation Method and Tool/School of Mechanical Engineering, Hebei University of Technology, Tianjin, 300130, China – sequence: 2 givenname: Youcheng surname: Zhou fullname: Zhou, Youcheng organization: National Engineering Research Center for Technological Innovation Method and Tool/School of Mechanical Engineering, Hebei University of Technology, Tianjin, 300130, China – sequence: 3 givenname: Marcus Vinicius surname: Pereia Pessôa fullname: Pereia Pessôa, Marcus Vinicius organization: Faculty of Engineering Technology, University of Twente, Drienerlolaan 5, 7522 NB, Enschede, Netherlands – sequence: 4 givenname: Qingjin orcidid: 0000-0002-9664-5326 surname: Peng fullname: Peng, Qingjin organization: Department of Mechanical Engineering, University of Manitoba, Winnipeg, R3T 5V6, Canada – sequence: 5 givenname: Runhua surname: Tan fullname: Tan, Runhua organization: National Engineering Research Center for Technological Innovation Method and Tool/School of Mechanical Engineering, Hebei University of Technology, Tianjin, 300130, China |
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Cites_doi | 10.1016/j.cirp.2018.04.055 10.1016/j.jmsy.2020.01.009 10.1016/j.procir.2019.03.072 10.1007/s12008-016-0319-2 10.1016/j.ifacol.2016.11.115 10.1007/s00170-017-0233-1 10.1016/j.cirp.2017.04.040 10.1016/j.scriptamat.2016.12.005 10.1109/ACCESS.2017.2756069 10.1016/j.procir.2016.11.152 10.1080/17517575.2018.1526324 10.1016/j.procir.2019.03.223 |
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References | Park, Nam, Lee, Im, Noh, Son (bib0145) 2019 Tao, Zhang, Cheng, Qi (bib0015) 2017; 23 Aivaliotisa, Georgouliasa, Arkoulia, Makris (bib0115) 2019; 81 Redelinghuys, Basson, Kruger (bib0170) 2019 Zhang, Tao, Nee (bib0185) 2020 Sun, Pan, Zhang, Mo (bib0125) 2019; 25 Yang, Chen, Wang, Zhang, Wang (bib0050) 2019; 45 Tuegel, Ingraffea, Eason, Spottswood (bib0065) 2011 Zhou, Wu, Sun, Liu, Li (bib0190) 2019; 25 Tao, Sui, Liu, Qi, Zhang, Song (bib0095) 2018; 1 Tao, Zhang (bib0080) 2017; 5 Shangguan, Chen, Ding (bib0155) 2019 Apriso (bib0035) 2014 Liu, Du, Wang, Liu (bib0140) 2019; 25 Bao, Guo, Li, Zhang (bib0150) 2019; 13 Tao, Ma, Hu, Huang, Cheng, Qi (bib0180) 2019; 25 DebRoy, Zhang, Turner, Babud (bib0235) 2017; 35 Glaessgen, Stargel (bib0175) 2012 Kong, Hu, Zhou, Ye (bib0105) 2020 Tao, Cheng, Qi, Zhang, Zhang, Sui (bib0090) 2018; 94 Hubka, Eder (bib0210) 1988 Tan, Yuan, Cao, Zhang (bib0215) 2003; 10 Siemens (bib0030) 2018 Tao, Zhang, Liu, Nee (bib0085) 2018; 67 Tan (bib0195) 2010 Pubs (bib0205) 1993 Huang, Wang, Yan, Fang (bib0040) 2020; 54 Liu, Liu, Wang, Zhang, Liang, Zhang (bib0045) 2019; 40 Siemens (bib0130) 2017 Jean, Claire, François, Régis (bib0070) 2020 Schroeder, Steinmetz, Pereira, Espindola (bib0110) 2016; 49 Geng, Yao, Yan (bib0060) 2019; 2 Zhuang, Gong, Liu (bib0075) 2020 Uhlemann, Lehmann, Steinhilper (bib0160) 2017; 61 Qi, Tao, Hu, Anwerc, Liu, Wei (bib0230) 2020 Schleich, Anwer, Mathieu, Wartzack (bib0055) 2017; 66 Tao, Zhang, Nee (bib0005) 2019 Tao, Liu, Zhang, Hu, Qi, Zhang (bib0025) 2019; 25 Zhang (bib0225) 2017 Ebrahimi (bib0135) 2019 Pahl, Beitz, Feldhusen, Grote (bib0200) 2007 Borangiu, Oltean, Răileanu, Anton, Anton, Iacob (bib0165) 2019 Tao, Liu, Liu, Liu, Liu, Qu (bib0100) 2018; 24 Zhuang, Liu, Xiong, Ding, Liu, Wen (bib0010) 2017; 23 Moreno, Velez, Ardanza, Barandiaran, Infante, Chopitea (bib0120) 2017; 11 Zhu, Liu, Xu (bib0020) 2019; 81 Yan, Cao, Tan, Wang (bib0220) 2019; 2 Apriso (10.1016/j.jmsy.2020.07.006_bib0035) 2014 Zhang (10.1016/j.jmsy.2020.07.006_bib0185) 2020 Zhou (10.1016/j.jmsy.2020.07.006_bib0190) 2019; 25 Tan (10.1016/j.jmsy.2020.07.006_bib0195) 2010 Kong (10.1016/j.jmsy.2020.07.006_bib0105) 2020 Tan (10.1016/j.jmsy.2020.07.006_bib0215) 2003; 10 Tao (10.1016/j.jmsy.2020.07.006_bib0180) 2019; 25 Schleich (10.1016/j.jmsy.2020.07.006_bib0055) 2017; 66 Geng (10.1016/j.jmsy.2020.07.006_bib0060) 2019; 2 Zhuang (10.1016/j.jmsy.2020.07.006_bib0010) 2017; 23 Hubka (10.1016/j.jmsy.2020.07.006_bib0210) 1988 Tao (10.1016/j.jmsy.2020.07.006_bib0025) 2019; 25 Liu (10.1016/j.jmsy.2020.07.006_bib0140) 2019; 25 Liu (10.1016/j.jmsy.2020.07.006_bib0045) 2019; 40 Pahl (10.1016/j.jmsy.2020.07.006_bib0200) 2007 Huang (10.1016/j.jmsy.2020.07.006_bib0040) 2020; 54 Yang (10.1016/j.jmsy.2020.07.006_bib0050) 2019; 45 Tuegel (10.1016/j.jmsy.2020.07.006_bib0065) 2011 Sun (10.1016/j.jmsy.2020.07.006_bib0125) 2019; 25 DebRoy (10.1016/j.jmsy.2020.07.006_bib0235) 2017; 35 Aivaliotisa (10.1016/j.jmsy.2020.07.006_bib0115) 2019; 81 Zhang (10.1016/j.jmsy.2020.07.006_bib0225) 2017 Tao (10.1016/j.jmsy.2020.07.006_bib0090) 2018; 94 Zhu (10.1016/j.jmsy.2020.07.006_bib0020) 2019; 81 Uhlemann (10.1016/j.jmsy.2020.07.006_bib0160) 2017; 61 Ebrahimi (10.1016/j.jmsy.2020.07.006_bib0135) 2019 Yan (10.1016/j.jmsy.2020.07.006_bib0220) 2019; 2 Schroeder (10.1016/j.jmsy.2020.07.006_bib0110) 2016; 49 Tao (10.1016/j.jmsy.2020.07.006_bib0095) 2018; 1 Borangiu (10.1016/j.jmsy.2020.07.006_bib0165) 2019 Moreno (10.1016/j.jmsy.2020.07.006_bib0120) 2017; 11 Park (10.1016/j.jmsy.2020.07.006_bib0145) 2019 Tao (10.1016/j.jmsy.2020.07.006_bib0005) 2019 Tao (10.1016/j.jmsy.2020.07.006_bib0015) 2017; 23 Qi (10.1016/j.jmsy.2020.07.006_bib0230) 2020 Pubs (10.1016/j.jmsy.2020.07.006_bib0205) 1993 Siemens (10.1016/j.jmsy.2020.07.006_bib0130) 2017 Tao (10.1016/j.jmsy.2020.07.006_bib0100) 2018; 24 Zhuang (10.1016/j.jmsy.2020.07.006_bib0075) 2020 Tao (10.1016/j.jmsy.2020.07.006_bib0085) 2018; 67 Siemens (10.1016/j.jmsy.2020.07.006_bib0030) 2018 Redelinghuys (10.1016/j.jmsy.2020.07.006_bib0170) 2019 Jean (10.1016/j.jmsy.2020.07.006_bib0070) 2020 Tao (10.1016/j.jmsy.2020.07.006_bib0080) 2017; 5 Glaessgen (10.1016/j.jmsy.2020.07.006_bib0175) 2012 Shangguan (10.1016/j.jmsy.2020.07.006_bib0155) 2019 Bao (10.1016/j.jmsy.2020.07.006_bib0150) 2019; 13 |
References_xml | – volume: 25 start-page: 1 year: 2019 end-page: 18 ident: bib0025 article-title: Five- dimension digital twin model and its ten applications publication-title: Comput Integr Manuf Syst contributor: fullname: Zhang – volume: 10 start-page: 198 year: 2003 end-page: 201 ident: bib0215 article-title: Function model for products existed using reverse fishbone publication-title: J Eng Des contributor: fullname: Zhang – volume: 35 start-page: 119 year: 2017 end-page: 124 ident: bib0235 article-title: Building digital twins of 3D printing machines publication-title: Scr Mater contributor: fullname: Babud – start-page: 1 year: 2012 end-page: 14 ident: bib0175 article-title: The digital twin paradigm for future NASA and U.S. Air Force vehicles publication-title: Proceedings of the 53rd structures, structural dynamics, and materials conference contributor: fullname: Stargel – volume: 67 start-page: 169 year: 2018 end-page: 172 ident: bib0085 article-title: Digital twin driven prognostics and health management for complex equipment publication-title: CIRP Ann contributor: fullname: Nee – volume: 24 start-page: 1 year: 2018 end-page: 18 ident: bib0100 article-title: Digital twin and its potential application exploration publication-title: Comput Integr Manuf Syst contributor: fullname: Qu – volume: 2 start-page: 270 year: 2019 end-page: 274 ident: bib0220 article-title: Research and application of problem recognition based on triaxial analysis and functional model fusion publication-title: Sci Technol Manag Res contributor: fullname: Wang – volume: 61 start-page: 335 year: 2017 end-page: 340 ident: bib0160 article-title: The digital twin: realizing the cyber-physical production system for industry 4.0 publication-title: Procedia CIRP contributor: fullname: Steinhilper – start-page: 1059 year: 2019 end-page: 1066 ident: bib0135 article-title: Challenges of developing a digital twin model of renewable energy generators publication-title: 2019 IEEE 28th international symposium on industrial electronics (ISIE) contributor: fullname: Ebrahimi – volume: 2 start-page: 60 year: 2019 end-page: 63 ident: bib0060 article-title: A brief analysis of the digital twin’s concept, model, and application publication-title: Civ-Milit Integr Cyberspace contributor: fullname: Yan – year: 2020 ident: bib0185 article-title: Digital twin enhanced dynamic job-shop scheduling publication-title: J Manuf Syst contributor: fullname: Nee – volume: 25 start-page: 1393 year: 2019 end-page: 1404 ident: bib0190 article-title: A function model construction method based on digital twin for intelligent products publication-title: Comput Integr Manuf Syst contributor: fullname: Li – volume: 1 start-page: 1 year: 2018 end-page: 19 ident: bib0095 article-title: Digital twin-driven product design framework publication-title: Int J Prod Res contributor: fullname: Song – volume: 23 start-page: 1 year: 2017 end-page: 9 ident: bib0015 article-title: Digital twin workshop: a new paradigm for future workshop publication-title: Comput Integr Manuf Syst contributor: fullname: Qi – start-page: 1 year: 2019 end-page: 19 ident: bib0145 article-title: Design and implementation of a digital twin application for a connected micro smart factory publication-title: Int J Comput Integr Manuf contributor: fullname: Son – volume: 5 start-page: 20418 year: 2017 end-page: 20427 ident: bib0080 article-title: Digital twin shop-floor: a new shop-floor paradigm towards smart manufacturing publication-title: IEEE Access contributor: fullname: Zhang – volume: 81 start-page: 898 year: 2019 end-page: 903 ident: bib0020 article-title: Visualisation of the digital twin data in manufacturing by using augmented reality publication-title: Procedia CIRP contributor: fullname: Xu – volume: 45 start-page: 2001 year: 2019 end-page: 2031 ident: bib0050 article-title: Digital twins and parallel systems: state of the art, comparisons and prospect publication-title: Acta Autom Sin contributor: fullname: Wang – volume: 81 start-page: 417 year: 2019 end-page: 422 ident: bib0115 article-title: Methodology for enabling digital twin using advanced physics-based modelling in predictive maintenance publication-title: Procedia CIRP contributor: fullname: Makris – year: 2010 ident: bib0195 article-title: TRIZ and its applications contributor: fullname: Tan – year: 2017 ident: bib0130 article-title: The connotation of the "digital twin" strategy and the construction of digital future contributor: fullname: Siemens – year: 2019 ident: bib0005 article-title: Digital twin driven smart manufacturing contributor: fullname: Nee – start-page: 123 year: 2019 end-page: 129 ident: bib0155 article-title: A hierarchical digital twin model framework for dynamic cyber-physical system design publication-title: Proceedings of the 5th international conference on mechatronics and robotics engineering contributor: fullname: Ding – start-page: 1 year: 2019 end-page: 20 ident: bib0170 article-title: A six-layer architecture for the digital twin: a manufacturing case study implementation publication-title: J Intell Manuf contributor: fullname: Kruger – volume: 49 start-page: 12 year: 2016 end-page: 17 ident: bib0110 article-title: Digital twin data modeling with automation ML and a communication methodology for data exchange publication-title: IFAC-Pap Online contributor: fullname: Espindola – year: 2020 ident: bib0075 article-title: Digital twin-based assembly data management and process traceability for complex products publication-title: J Manuf Syst contributor: fullname: Liu – volume: 13 start-page: 534 year: 2019 end-page: 556 ident: bib0150 article-title: The modelling and operations for the digital twin in the context of manufacturing publication-title: Enterp Inf Syst contributor: fullname: Zhang – year: 2014 ident: bib0035 article-title: Digital twin: manufacturing excellence through virtual factory replication contributor: fullname: Apriso – year: 1988 ident: bib0210 article-title: Theory of technical systems: a total concept theory for engineering design contributor: fullname: Eder – volume: 40 start-page: 68 year: 2019 end-page: 78 ident: bib0045 article-title: Research on digital twin: model, problem, and progress publication-title: J Hebei Univ Sci Technol contributor: fullname: Zhang – volume: 66 start-page: 141 year: 2017 end-page: 144 ident: bib0055 article-title: Shaping the digital twin for design and production engineering publication-title: CIRP Ann contributor: fullname: Wartzack – year: 2020 ident: bib0105 article-title: Data construction method for the applications of workshop digital twin system publication-title: J Manuf Syst contributor: fullname: Ye – volume: 11 start-page: 365 year: 2017 end-page: 373 ident: bib0120 article-title: Virtualisation process of a sheet metal punching machine within the Industry 4.0 vision publication-title: Int J Interact Des Manuf contributor: fullname: Chopitea – year: 2007 ident: bib0200 article-title: Engineering design: a systematic approach contributor: fullname: Grote – volume: 25 start-page: 1474 year: 2019 end-page: 1480 ident: bib0125 article-title: Digital twin model for cutting tools in machining process publication-title: Comput Integr Manuf Syst contributor: fullname: Mo – start-page: 113 year: 2019 end-page: 133 ident: bib0165 article-title: Embedded digital twin for ARTI-type control of semi-continuous production processes publication-title: International workshop on service orientation in Holonic and multi-agent manufacturing contributor: fullname: Iacob – volume: 25 start-page: 1536 year: 2019 end-page: 1545 ident: bib0140 article-title: The construction and application of digital twin systems for production processes in the workshop publication-title: Comput Integr Manuf Syst contributor: fullname: Liu – year: 2017 ident: bib0225 article-title: Innovation design: systematic innovation based on TRIZ contributor: fullname: Zhang – volume: 54 start-page: 361 year: 2020 end-page: 371 ident: bib0040 article-title: Blockchain-based data management for digital twin of product publication-title: J Manuf Syst contributor: fullname: Fang – start-page: 154798 year: 2011 ident: bib0065 article-title: Reengineering aircraft structural life prediction using a digital twin publication-title: Int J Aerosp Eng contributor: fullname: Spottswood – year: 2020 ident: bib0070 article-title: A digital twin-based approach for the management of geometrical deviations during assembly processes publication-title: J Manuf Syst contributor: fullname: Régis – volume: 25 start-page: 2406 year: 2019 end-page: 2418 ident: bib0180 article-title: Research on digital twin standard system publication-title: Comput Integr Manuf Syst contributor: fullname: Qi – volume: 23 start-page: 753 year: 2017 end-page: 768 ident: bib0010 article-title: Connotation, architecture, and trends of product digital twin publication-title: Comput Integr Manuf Syst contributor: fullname: Wen – year: 2018 ident: bib0030 article-title: Industry 4.0 and Siemens’ way to industry digitalization contributor: fullname: Siemens – year: 1993 ident: bib0205 article-title: Integration definition for function modelling (IDEF0) contributor: fullname: Pubs – volume: 94 start-page: 3563 year: 2018 end-page: 3576 ident: bib0090 article-title: Digital twin-driven product design, manufacturing, and service with big data publication-title: Int J Adv Manuf Technol contributor: fullname: Sui – year: 2020 ident: bib0230 article-title: Enabling technologies and tools for digital twin publication-title: J Manuf Syst contributor: fullname: Wei – start-page: 154798 year: 2011 ident: 10.1016/j.jmsy.2020.07.006_bib0065 article-title: Reengineering aircraft structural life prediction using a digital twin publication-title: Int J Aerosp Eng contributor: fullname: Tuegel – volume: 2 start-page: 270 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0220 article-title: Research and application of problem recognition based on triaxial analysis and functional model fusion publication-title: Sci Technol Manag Res contributor: fullname: Yan – volume: 10 start-page: 198 year: 2003 ident: 10.1016/j.jmsy.2020.07.006_bib0215 article-title: Function model for products existed using reverse fishbone publication-title: J Eng Des contributor: fullname: Tan – volume: 23 start-page: 1 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0015 article-title: Digital twin workshop: a new paradigm for future workshop publication-title: Comput Integr Manuf Syst contributor: fullname: Tao – year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0130 contributor: fullname: Siemens – year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0070 article-title: A digital twin-based approach for the management of geometrical deviations during assembly processes publication-title: J Manuf Syst contributor: fullname: Jean – year: 1988 ident: 10.1016/j.jmsy.2020.07.006_bib0210 contributor: fullname: Hubka – year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0230 article-title: Enabling technologies and tools for digital twin publication-title: J Manuf Syst contributor: fullname: Qi – volume: 67 start-page: 169 year: 2018 ident: 10.1016/j.jmsy.2020.07.006_bib0085 article-title: Digital twin driven prognostics and health management for complex equipment publication-title: CIRP Ann doi: 10.1016/j.cirp.2018.04.055 contributor: fullname: Tao – start-page: 1 year: 2012 ident: 10.1016/j.jmsy.2020.07.006_bib0175 article-title: The digital twin paradigm for future NASA and U.S. Air Force vehicles publication-title: Proceedings of the 53rd structures, structural dynamics, and materials conference contributor: fullname: Glaessgen – volume: 54 start-page: 361 year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0040 article-title: Blockchain-based data management for digital twin of product publication-title: J Manuf Syst doi: 10.1016/j.jmsy.2020.01.009 contributor: fullname: Huang – year: 2018 ident: 10.1016/j.jmsy.2020.07.006_bib0030 contributor: fullname: Siemens – volume: 25 start-page: 1536 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0140 article-title: The construction and application of digital twin systems for production processes in the workshop publication-title: Comput Integr Manuf Syst contributor: fullname: Liu – year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0185 article-title: Digital twin enhanced dynamic job-shop scheduling publication-title: J Manuf Syst contributor: fullname: Zhang – year: 2010 ident: 10.1016/j.jmsy.2020.07.006_bib0195 contributor: fullname: Tan – start-page: 113 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0165 article-title: Embedded digital twin for ARTI-type control of semi-continuous production processes publication-title: International workshop on service orientation in Holonic and multi-agent manufacturing contributor: fullname: Borangiu – volume: 81 start-page: 417 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0115 article-title: Methodology for enabling digital twin using advanced physics-based modelling in predictive maintenance publication-title: Procedia CIRP doi: 10.1016/j.procir.2019.03.072 contributor: fullname: Aivaliotisa – volume: 23 start-page: 753 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0010 article-title: Connotation, architecture, and trends of product digital twin publication-title: Comput Integr Manuf Syst contributor: fullname: Zhuang – year: 2014 ident: 10.1016/j.jmsy.2020.07.006_bib0035 contributor: fullname: Apriso – volume: 11 start-page: 365 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0120 article-title: Virtualisation process of a sheet metal punching machine within the Industry 4.0 vision publication-title: Int J Interact Des Manuf doi: 10.1007/s12008-016-0319-2 contributor: fullname: Moreno – year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0225 contributor: fullname: Zhang – volume: 40 start-page: 68 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0045 article-title: Research on digital twin: model, problem, and progress publication-title: J Hebei Univ Sci Technol contributor: fullname: Liu – year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0075 article-title: Digital twin-based assembly data management and process traceability for complex products publication-title: J Manuf Syst contributor: fullname: Zhuang – year: 2020 ident: 10.1016/j.jmsy.2020.07.006_bib0105 article-title: Data construction method for the applications of workshop digital twin system publication-title: J Manuf Syst contributor: fullname: Kong – start-page: 1059 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0135 article-title: Challenges of developing a digital twin model of renewable energy generators contributor: fullname: Ebrahimi – volume: 49 start-page: 12 year: 2016 ident: 10.1016/j.jmsy.2020.07.006_bib0110 article-title: Digital twin data modeling with automation ML and a communication methodology for data exchange publication-title: IFAC-Pap Online doi: 10.1016/j.ifacol.2016.11.115 contributor: fullname: Schroeder – volume: 25 start-page: 1 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0025 article-title: Five- dimension digital twin model and its ten applications publication-title: Comput Integr Manuf Syst contributor: fullname: Tao – volume: 94 start-page: 3563 year: 2018 ident: 10.1016/j.jmsy.2020.07.006_bib0090 article-title: Digital twin-driven product design, manufacturing, and service with big data publication-title: Int J Adv Manuf Technol doi: 10.1007/s00170-017-0233-1 contributor: fullname: Tao – volume: 24 start-page: 1 year: 2018 ident: 10.1016/j.jmsy.2020.07.006_bib0100 article-title: Digital twin and its potential application exploration publication-title: Comput Integr Manuf Syst contributor: fullname: Tao – start-page: 1 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0145 article-title: Design and implementation of a digital twin application for a connected micro smart factory publication-title: Int J Comput Integr Manuf contributor: fullname: Park – volume: 25 start-page: 1474 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0125 article-title: Digital twin model for cutting tools in machining process publication-title: Comput Integr Manuf Syst contributor: fullname: Sun – volume: 25 start-page: 1393 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0190 article-title: A function model construction method based on digital twin for intelligent products publication-title: Comput Integr Manuf Syst contributor: fullname: Zhou – year: 2007 ident: 10.1016/j.jmsy.2020.07.006_bib0200 contributor: fullname: Pahl – year: 1993 ident: 10.1016/j.jmsy.2020.07.006_bib0205 contributor: fullname: Pubs – volume: 66 start-page: 141 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0055 article-title: Shaping the digital twin for design and production engineering publication-title: CIRP Ann doi: 10.1016/j.cirp.2017.04.040 contributor: fullname: Schleich – volume: 25 start-page: 2406 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0180 article-title: Research on digital twin standard system publication-title: Comput Integr Manuf Syst contributor: fullname: Tao – volume: 35 start-page: 119 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0235 article-title: Building digital twins of 3D printing machines publication-title: Scr Mater doi: 10.1016/j.scriptamat.2016.12.005 contributor: fullname: DebRoy – start-page: 1 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0170 article-title: A six-layer architecture for the digital twin: a manufacturing case study implementation publication-title: J Intell Manuf contributor: fullname: Redelinghuys – volume: 5 start-page: 20418 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0080 article-title: Digital twin shop-floor: a new shop-floor paradigm towards smart manufacturing publication-title: IEEE Access doi: 10.1109/ACCESS.2017.2756069 contributor: fullname: Tao – volume: 2 start-page: 60 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0060 article-title: A brief analysis of the digital twin’s concept, model, and application publication-title: Civ-Milit Integr Cyberspace contributor: fullname: Geng – volume: 61 start-page: 335 year: 2017 ident: 10.1016/j.jmsy.2020.07.006_bib0160 article-title: The digital twin: realizing the cyber-physical production system for industry 4.0 publication-title: Procedia CIRP doi: 10.1016/j.procir.2016.11.152 contributor: fullname: Uhlemann – volume: 1 start-page: 1 year: 2018 ident: 10.1016/j.jmsy.2020.07.006_bib0095 article-title: Digital twin-driven product design framework publication-title: Int J Prod Res contributor: fullname: Tao – start-page: 123 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0155 article-title: A hierarchical digital twin model framework for dynamic cyber-physical system design contributor: fullname: Shangguan – year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0005 contributor: fullname: Tao – volume: 45 start-page: 2001 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0050 article-title: Digital twins and parallel systems: state of the art, comparisons and prospect publication-title: Acta Autom Sin contributor: fullname: Yang – volume: 13 start-page: 534 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0150 article-title: The modelling and operations for the digital twin in the context of manufacturing publication-title: Enterp Inf Syst doi: 10.1080/17517575.2018.1526324 contributor: fullname: Bao – volume: 81 start-page: 898 year: 2019 ident: 10.1016/j.jmsy.2020.07.006_bib0020 article-title: Visualisation of the digital twin data in manufacturing by using augmented reality publication-title: Procedia CIRP doi: 10.1016/j.procir.2019.03.223 contributor: fullname: Zhu |
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