IEEE/CAA Journal of Automatica Sinica
Citation: | J. Yang, X. X. Wang, and Y. D. Zhao, "Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing, " IEEE/CAA J. Autom. Sinica, vol. 9, no. 12, pp.2063-2070, Dec. 2022. doi: 10.1109/JAS.2022.106097 |
[1] |
B. Wang, F. Tao et al. , "Smart manufacturing and intelligent manufac-turing: A comparative review, " Eng. , vol. 7, no. 6, pp. 738–757, 2021. doi: 10.1016/j.eng.2020.07.017
|
[2] |
M. Ghahramani, Y. Qiao et al. , "AI-based modeling and data-driven evaluation for smart manufacturing processes, " IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 1026–1037, 2020. doi: 10.1109/JAS.2020.1003114
|
[3] |
H. Lasi, P. Fettke et al. , "Industry 4.0, " Bus. Inf. Syst. Eng. , vol. 6, no. 4, pp. 239–242, 2014. doi: 10.1007/s12599-014-0334-4
|
[4] |
L. Li, "China's manufacturing locus in 2025: With a comparison of "Made-in-China 2025" and "Industry 4.0", " Technol. Forecast Soc. Change, vol. 135, pp. 66–74, 2018. doi: 10.1016/j.techfore.2017.05.028
|
[5] |
W. Qin, S. Chen et al. , "Recent advances in Industrial Internet: Insights and challenges, " Digit. Commun. Netw. , vol. 6, no. 1, pp. 1–13, 2020. doi: 10.1016/j.dcan.2019.07.001
|
[6] |
G. Huang, P. Wright, and S. T. Newman, "Wireless manufacturing: A literature review, recent developments, and case studies, " Int. J. Comput. Integr. Manuf. , vol. 22, no. 7, pp. 579–594, 2009. doi: 10.1080/09511920701724934
|
[7] |
J. Y. Lee, S. S. Choi et al. , "Ubiquitous Product Life Cycle Management (u-PLM): A real-time and integrated engineering environment using ubiquitous technology in product life cycle management (PLM), " Int. J. Comput. Integr. Manuf. , vol. 24, no. 7, pp. 627–649, 2011. doi: 10.1080/0951192X.2011.569953
|
[8] |
S. -H. Suh, S. -J. Shin et al. , "UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology, " Int. J. Comput. Integr. Manuf. , vol. 21, no. 5, pp. 540–549, 2008. doi: 10.1080/09511920802023012
|
[9] |
H. Meier, R. Roy et al. , "Industrial product-service systems—IPS2, " CIRP Ann. Manuf. Technol. , vol. 59, no. 2, pp. 607–627, 2010. doi: 10.1016/j.cirp.2010.05.004
|
[10] |
L. Ren, L. Zhang, F. Tao et al. , "Cloud manufacturing: From concept to practice, " Enterp. Inf. Syst. , vol. 9, no. 2, pp. 186–209, 2015. doi: 10.1080/17517575.2013.839055
|
[11] |
X. Xu, "From cloud computing to cloud manufacturing, " Robot. Comput. Integr. Manuf. , vol. 28, no. 1, pp. 75–86, 2012. doi: 10.1016/j.rcim.2011.07.002
|
[12] |
F. Tao et al. , "Digital twin workshop: A new paradigm for future workshop, " Comput. Integr. Manuf. Syst. , vol. 23, no. 1, pp. 1–9, 2017.
|
[13] |
L. Lattanzi, R. Raffaeli et al. , "Digital twin for smart manufacturing: A review of concepts towards a practical industrial implementation, " Int. J. Comput. Integr. Manuf. , vol. 34, no. 6, pp. 567–597, 2021. doi: 10.1080/0951192X.2021.1911003
|
[14] |
B. B. Gupta, K. -C. Li et al. , "Blockchain-assisted secure fine-grained searchable encryption for a cloud-based healthcare cyber-physical system, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 12, pp. 1877–1890, 2021. doi: 10.1109/JAS.2021.1004003
|
[15] |
G. Franze, G. Fortino, X. Cao, G. M. L. Sarne, and Z. Song, "Resilient control in large-scale networked cyber-physical systems: Guest editorial, " IEEE/CAA J. Autom. Sinica, vol. 7, no. 5, pp. 1201–1203, 2020. doi: 10.1109/JAS.2020.1003327
|
[16] |
F. -Y. Wang, "CAST lab: A cyber-social-physical approach for traffic control and transportation management, " ICSEC Technical Report, 1999.
|
[17] |
F. -Y. Wang, Y. Yuan et al. , "Blockchainized Internet of Minds: A new opportunity for cyber–physical–social systems, " IEEE Trans. Comput. Soc. Syst. , vol. 5, no. 4, pp. 897–906, 2018. doi: 10.1109/TCSS.2018.2881344
|
[18] |
J. Zhou, Y. Zhou, B. Wang, and J. Zang, "Human–cyber–physical systems (HCPSs) in the context of new-generation intelligent manu-facturing, " Eng. , vol. 5, no. 4, pp. 624–636, 2019. doi: 10.1016/j.eng.2019.07.015
|
[19] |
X. Yao, J. Zhou, Y. Lin, Y. Li et al. , "Smart manufacturing based on cyber-physical systems and beyond, " J. Intell. Manuf. , vol. 30, no. 8, pp. 2805–2817, 2019. doi: 10.1007/s10845-017-1384-5
|
[20] |
F. -Y. Wang, Y. Gao, X. Shang, and J. Zhang, "Parallel manufacturing and Industries 5.0: From virtual manufacturing to intelligent manufacturing, " Sci. Technol. Rev. , vol. 36, no. 21, pp. 10–22, 2018.
|
[21] |
J. Wang, C. Liu, and M. Zhou, "Improved bacterial foraging algorithm for cell formation and product scheduling considering learning and forgetting factors in cellular manufacturing systems, " IEEE Syst. J. , vol. 14, no. 2, pp. 3047–3056, 2020. doi: 10.1109/JSYST.2019.2963222
|
[22] |
B. Huang, M. Zhou, A. Abusorrah, and K. Sedraoui, "Scheduling robotic cellular manufacturing systems with timed petri net, a* search, and admissible heuristic function, " IEEE Trans. Autom. Sci. Eng. , vol. 19, no. 1, pp. 243–250, 2020.
|
[23] |
F. -Y. Wang, "Artificial societies, computational experiments, and parallel systems: A discussion on computational theory of complex social-economic systems, " Complex Syst. Complex. Sci. , vol. 1, no. 4, pp. 25– 35, 2004.
|
[24] |
J. Yang, X. Wang et al. , "Parallel manufacturing for footwear and garment flexible production, " Int. J. Intell. Control Syst. , vol. 1, no. 4, pp. 22–26, 2021.
|
[25] |
J. Yang, X. Wang et al. , "Parallel workers in parallel manufacturing: From professional division to real-virtual division, " J. Intell. Sci. Technol. , vol. 2, no. 1, pp. 6–11, 2022.
|
[26] |
F. -Y. Wang, "Parallel intelligence in metaverses: Welcome to Hanoi!" IEEE Intell. Syst. , vol. 37, no. 1, pp. 16–20, 2022. doi: 10.1109/MIS.2022.3154541
|
[27] |
X. Wang, J. Yang, J. Han, W. Wang, and F. -Y. Wang, "Metaverses and DeMetaverses: From digital twins in CPS to parallel intelligence in CPSS, " IEEE Intell. Syst. , vol. 37, no. 4, pp. 97–102, 2022. doi: 10.1109/MIS.2022.3196592
|
[28] |
F. -Y. Wang, "From social computing to social manufacturing: The coming industrial revolution and new frontier in cyber-physical-social space, " Bull. Chin. Acad. Sci. , vol. 27, no. 6, pp. 658–669, 2012.
|
[29] |
Q. Wang, W. Jiao, P. Wang, and Y. Zhang, "Digital twin for human-robot interactive welding and welder behavior analysis, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 2, pp. 334–343, 2020.
|
[30] |
R. Qin, Y. Yuan, and F. -Y. Wang, "Blockchain-based knowledge automation for CPSS-oriented parallel management, " IEEE Trans. Comput. Soc. Syst. , vol. 7, no. 5, pp. 1180–1188, 2020. doi: 10.1109/TCSS.2020.3023046
|
[31] |
S. Wang, L. Ouyang, Y. Yuan et al. , "Blockchain-enabled smart contracts: Architecture, applications, and future trends, " IEEE Trans. Syst. Man Cybern. Syst. , vol. 49, no. 11, pp. 2266–2277, 2019. doi: 10.1109/TSMC.2019.2895123
|
[32] |
S. Wang, W. Ding et al. , "Decentralized autonomous organizations: Concept, model, and applications, " IEEE Trans. Comput. Soc. Syst. , vol. 6, no. 5, pp. 870–878, 2019. doi: 10.1109/TCSS.2019.2938190
|
[33] |
S. Dustdar, P. Fernaxndez, J. M. Garcxıa, and A. Ruiz-Cortexs, "Elastic smart contracts in blockchains, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 12, pp. 1901–1912, 2021. doi: 10.1109/JAS.2021.1004222
|
[34] |
H. Lu, D. Cao, D. Tao, S. Dustdar, and P. Ho, "Guest editorial for special issue on cognitive computing for collaborative robotics, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 7, pp. 1221–1221, 2021. doi: 10.1109/JAS.2021.1004042
|
[35] |
Y. Ji, S. Liu, M. Zhou et al. , "A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems, " Inf. Sci. , vol. 589, pp. 360–375, 2022. doi: 10.1016/j.ins.2021.12.063
|
[36] |
X. Li, P. Ye, J. Li, Z. Liu, L. Cao, and F. -Y. Wang, "From features engineering to scenarios engineering for trustworthy AI: I & I, C & C, and V & V, " IEEE Intell. Syst. , vol. 37, no. 4, pp. 18–26, 2022. doi: 10.1109/MIS.2022.3197950
|
[37] |
I. Goodfellow, J. Pouget-Abadie et al. , "Generative adversarial networks, " Commun. ACM, vol. 63, no. 11, pp. 139–144, 2020. doi: 10.1145/3422622
|
[38] |
A. Mishra et al., "A generative model for zero shot learning using conditional variational autoencoders, " in IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recogn. Workshops, 2018, pp. 2188–2196.
|
[39] |
J. Ho, A. Jain, and P. Abbeel, "Denoising diffusion probabilistic models, " Adv. Neural Inf. Process. Syst. , vol. 33, pp. 6840–6851, 2020.
|
[40] |
K. Zhang, Y. Su, X. Guo, L. Qi, and Z. Zhao, "MU-GAN: Facial attribute editing based on multi-attention mechanism, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 9, pp. 1614–1626, 2020.
|
[41] |
S. Harford, F. Karim, and H. Darabi, "Generating adversarial samples on multivariate time series using variational autoencoders, " IEEE/CAA J. Autom. Sinica, vol. 8, no. 9, pp. 1523–1538, 2021. doi: 10.1109/JAS.2021.1004108
|
[42] |
P. Cai, Y. Sun, H. Wang, and M. Liu, "Vtgnet: A vision-based trajectory generation network for autonomous vehicles in urban environments, " IEEE Trans. Intell. Veh. , vol. 6, no. 3, pp. 419–429, 2021. doi: 10.1109/TIV.2020.3033878
|
[43] |
M. Schutera, M. Hussein, J. Abhau, R. Mikut, and M. Reischl, "Night-to-day: Online image-to-image translation for object detection within autonomous driving by night, " IEEE Trans. Intell. Veh. , vol. 6, no. 3, pp. 480–489, 2021. doi: 10.1109/TIV.2020.3039456
|
[44] |
F. -Y. Wang, "Toward a revolution in transportation operations: Ai for complex systems, " IEEE Intell. Syst. , vol. 23, no. 6, pp. 8–13, 2008. doi: 10.1109/MIS.2008.112
|
[45] |
L. -J. Li et al. , "Parallel manufacturing for textile, footwear and garment industries, " Sci. Technol. Rev. , vol. 36, no. 21, pp. 48–55, 2018.
|
[46] |
X. Niu and S. Qin, "A review of crowdsourcing technology for product design and development, " in IEEE Int. Conf. Autom. Comput. IEEE, 2017, pp. 1–6.
|
[47] |
F. -Y. Wang, Y. Yuan, X. Wang, and R. Qin, "Societies 5.0: A new paradigm for computational social systems research, " IEEE Trans. Comput. Soc. Syst. , vol. 5, no. 1, pp. 2–8, 2018. doi: 10.1109/TCSS.2018.2797598
|
[48] |
A. A. Sunday, M. I. Omolayo et al., "The role of production planning in enhancing an efficient manufacturing system–an overview, " in E3S Web Conf., vol. 309. EDP Sciences, 2021.
|
[49] |
M. Al-Mashari, "Enterprise resource planning systems: A research agenda, " Industr. Manag. Data Syst. , vol. 103, no. 1, pp. 22–27, 2003. doi: 10.1108/02635570310456869
|
[50] |
M. Al-Wswasi, A. Ivanov, and H. Makatsoris, "A survey on smart automated computer-aided process planning (ACAPP) techniques, " Int. J. Adv. Manuf. Technol. , vol. 97, no. 1, pp. 809–832, 2018.
|
[51] |
Y. Ye, "Research on process planning method for intelligent CNC controller based on cloud knowledge based, " Ph. D. dissertation, Shandong University, 2019.
|
[52] |
R. T. Gali, Computer Aided Process Planning System for Generating Alternative Process Plans. Western Michigan University, 1991.
|
[53] |
K. Wang, C. Gou et al. , "Parallel vision for perception and understanding of complex scenes: Methods, framework, and perspectives, " Artif. Intell. Rev. , vol. 48, no. 3, pp. 299–329, 2017. doi: 10.1007/s10462-017-9569-z
|
[54] |
Y. Chen, Y. Lv, and F. -Y. Wang, "Traffic flow imputation using parallel data and generative adversarial networks, " IEEE trans. Intell. Transp. Syst. , vol. 21, no. 4, pp. 1624–1630, 2019.
|