Abstract
Customized/personalized products are gaining more shares in today’s product market. Such products need collective efforts from consumers, manufacturers and third parties. This requirement has not been well addressed due to both market and technology factors. On the other hand, the Internet of Things (IoT) provides real-time sensing/actuating ability and fast transmission capability of data/information, so that remote operation of manufacturing activities and efficient collaboration among stakeholders are greatly facilitated. This provides great opportunities to address the requirement mentioned above. Thus we propose a full-connection model of product design and manufacturing in the IoT-enabled cloud manufacturing environment. The proposed model uses social networks to connect multiple parties and facilitate open innovations, and use IoT to glue physical space to cyber space and cloud manufacturing to provide various elastic services, so that the on-demand workspace, interaction, information sharing or collective problem solving are enabled. We also propose a supporting infrastructure for this model using the latest information and communication technologies. Finally, we present a case study of an RFID enabled production system for customized and personalized product with the ability to enable a new paradigm of “dynamic processes and close collaborations among different roles” and ensure robust production.
Similar content being viewed by others
References
Koren, Y., Hu, S.J., Gu, P., et al.: Open-architecture products. CIRP Ann. Manuf. Technol 62(2), 719–729 (2013)
Li, B.H., Zhang, L., Wang, S.L., et al.: Cloud manufacturing: a new service-oriented networked manufacturing model. Comput. Integr. Manuf. Syst. 16(1), 1–7 (2010)
Manyika, J., Chui, M., Brown, B., et al.: Big data: the next frontier for innovation, competition, and productivity. McKinsey Global Institute (2011)
Wu, D., Schaefer, D., Rosen, D.W.: Cloud-based design and manufacturing systems: a social network analysis. In: International Conference on Engineering Design, University of Bath, Bath (2013)
Jiang, P., Ding, K., Leng, J.: Towards a cyber-physical-social-connected and service-oriented manufacturing paradigm: social manufacturing. Manuf. Lett. 7, 15–21 (2016)
Tao, F., Cheng, Y., Zhang, L., et al.: Advanced manufacturing systems: socialization characteristics and trends. J. Intell. Manuf. (2015). doi:10.1007/s10845-015-1042-8
Ning, H., Liu, H., Ma, J., et al.: Cybermatics: cyber-physical-social -thinking hyperspace based science and technology. Futur. Gener. Comput. Syst. 56, 504–522 (2015)
Banerjee, P., Friedrich, R., Bash, C., et al.: Everything as a service: powering the new information economy. Computer 3, 36–43 (2011)
Tao, F., Cheng, Y., Xu, L.D., et al.: CCIoT-CMfg: cloud computing and internet of things-based cloud manufacturing service system. IEEE Transa. Ind. Inform. 10(2), 1435–1442 (2014)
Bi, Z., Da Xu, L., Wang, C.: Internet of things for enterprise systems of modern manufacturing. IEEE Trans. Ind. Inform. 10(2), 1537–1546 (2014)
Liu, Y., Xu, X.: Industry 4.0 and cloud manufacturing: a comparative analysis. J. Manuf. Sci. Eng. 139(3), 034701 (2017)
Jeong, H., Kim, Y.K., Kim, J.: An evaluation-committee recommendation system for national R&D projects using social network analysis. Clust. Comput. 12(1), 1–10 (2016)
Sudarsan, R., Fenves, S.J., Sriram, R.D., et al.: A product information modeling framework for product lifecycle management. Comput. Aid. Des. 37(13), 1399–1411 (2005)
Kagermann, H., Helbig, J., Hellinger, A., et al.: Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0: Securing the Future of German Manufacturing Industry; Final Report of the Industrie 4.0 Working Group. Forschungsunion (2013)
Zhong, R.Y., Dai, Q.Y., Qu, T., et al.: RFID-enabled real-time manufacturing execution system for mass-customization production. Robot. Comput.-Integr. Manuf. 29(2), 283–292 (2013)
Andreadis, G.: A collaborative framework for social media aware manufacturing. Manuf. Lett. 3, 14–17 (2015)
WIKIPEDIA: https://en.wikipedia.org/wiki/DARPA_Robotics_Challenge
Shen, W., Norrie, D.H.: Agent-based systems for intelligent manufacturing: a state-of-the-art survey. Knowl. Inf. Syst. 1(2), 129–156 (1999)
Guinard, D., Trifa, V., Karnouskos, S., et al.: Interacting with the soa-based internet of things: discovery, query, selection, and on-demand provisioning of web services. IEEE Trans. Serv. Comput. 3(3), 223–235 (2010)
Gubbi, J., Buyya, R., Marusic, S., et al.: Internet of Things (IoT): a vision, architectural elements, and future directions. Futur. Gener. Comput. Syst. 29(7), 1645–1660 (2013)
Park, J.H., Yang, L.T., Chen, J.: Research trends in cloud, cluster and grid computing. Clust. Comput. 16, 1–3 (2013)
Tseng, M.M., Jiao, R.J., Wang, C.: Design for mass personalization. CIRP Ann. Manuf. Technol. 59(1), 175–178 (2010)
Wu, D., Greer, M.J., Rosen, D.W., et al.: Cloud manufacturing: strategic vision and state-of-the-art. J. Manuf. Syst. 32(4), 564–579 (2013)
He, W., Xu, L.: A state-of-the-art survey of cloud manufacturing. Int. J. Comput. Integr. Manuf. 28(3), 239–250 (2015)
Yang, C., Shen, W., Wang, X.: Applications of internet of things in manufacturing. In: Proceedings of the 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design, pp. 670–675 (2016)
Huang, G.Q., Zhang, Y.F., Jiang, P.Y.: RFID-based wireless manufacturing for real-time management of job shop WIP inventories. Int. J. Adv. Manuf. Technol. 36(7–8), 752–764 (2008)
Bogliolo, A., Delpriori, S., Lattanzi, E., et al.: Self-adapting maximum flow routing for autonomous wireless sensor networks. Clust. Comput. 14(1), 1–14 (2011)
Wang, F., Liu, S., Liu, P., et al.: Bridging physical and virtual worlds: complex event processing for RFID data streams. In: International Conference on Extending Database Technology, pp. 588–607. Springer, Berlin (2006)
Lin, T.Y., Yang, C., Zhuang, C., et al.: Multi-centric management and optimized allocation of manufacturing resource and capability in cloud manufacturing system. Proc. Inst. Mech. Eng. B 222(3), 381–389 (2016)
Shukla, C., Vazquez, M., Chen, F.F.: Virtual manufacturing: an overview. Comput. Ind. Eng. 31(1), 79–82 (1996)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Yang, C., Lan, S., Shen, W. et al. Towards product customization and personalization in IoT-enabled cloud manufacturing. Cluster Comput 20, 1717–1730 (2017). https://doi.org/10.1007/s10586-017-0767-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10586-017-0767-x