Smart manufacturing based on cyber-physical systems and beyond
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Cyber-physical systems (CPS) have gained an increasing attention recently for their immense potential towards the next generation smart systems that integrate cyber technology into the physical processes. However, CPS did not initiate either smart factories or smart manufacturing, and vice versa. Historically, the smart factory was initially studied with the introduction of the Internet of Things (IoT) in manufacturing, and later became a key part of Industry 4.0. Also emerging are other related models such as cloud manufacturing, social manufacturing and proactive manufacturing with the introduction of cloud computing (broadly, the Internet of Services, IoS), social networking (broadly, the Internet of People, IoP) and big data (broadly, the Internet of Content and Knowledge, IoCK), respectively. At present, there is a lack of a systemic and comprehensive study on the linkages and relations between these terms. Therefore, this study first presents a comprehensive survey and analysis of the CPS treated as a combination of the IoT and the IoS. Then, the paper addresses CPS-based smart manufacturing as an eight tuple of CPS, IoT, IoS and IoCK as elements. Further, the paper extends the eight-tuple CPS-based manufacturing to social-CPS (SCPS)-based manufacturing, termed wisdom manufacturing, which forms a nine tuple with the addition of one more element, the IoP and which is based on the SCPS instead of CPS. Both architectures and characteristics for smart and wisdom manufacturing are addressed. As such, these terms’ linkages are established and relations are clarified with a special discussion. This study thus contributes as a theoretical basis and as a comprehensive framework for emerging manufacturing integration.
KeywordsCyber-physical system Smart manufacturing Wisdom manufacturing Socio-cyber-physical system Industry 4.0 CIMS
The project was supported by the National Natural Science Foundation of China under Grant Nos. 51675186 and 51175187, and the Science and Technology Foundation of Guangdong Province under Grant Nos. 2016B090918035 and 2017A030223002.
- Davis, J., Edgar, T., Graybill, R., Korambath, P., Schott, B., Swink, D., et al. (2015). Smart manufacturing. Annual Review of Chemical and Biomolecular Engineering, 6, 141–160. https://doi.org/10.1146/annurev-chembioeng-061114-123255.CrossRefGoogle Scholar
- Dong, J., Xiao, T., & Zhang, L. (2012). A prototype architecture for assembly-oriented cyber-physical systems. Paper presented at the Communications in Computer and Information Science, Shanghai, China.Google Scholar
- Feld, T., Hoffmann, M., & Schmidt, R. (2012). Industry 4.0—From smart products to smart production. Information Management and Consulting, 27(3), 38–42.Google Scholar
- Hermann, M., Pentek, T., & Otto, B. (2015). Design principles for Industrie 4.0 scenarios: a literature review. http://www.snom.mb.tu-dortmund.de/cms/de/forschung/Arbeitsberichte/Design-Principles-for-Industrie-4_0-Scenarios.pdf.
- Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0. http://www.acatech.de/fileadmin/user_upload/Baumstruktur_nach_Website/Acatech/root/de/Material_fuer_Sonderseiten/Industrie_4.0/Final_report_Industrie_4.0_accessible.pdf.
- Koubâa, A., & Andersson, B. (2009). A vision of cyber-physical internet. In Proceedings of 8th international workshop on real-time networks (RTN), Paris, France, 2009 (pp. 1–6).Google Scholar
- Krishnamurthy, A. (2007). From just in time manufacturing to on-demand services. In C. Hsu (Ed.), Service enterprise integration: An enterprise engineering perspective. New York: Springer.Google Scholar
- Lee, E. A. (2008). Cyber physical systems: design challenges. In 11th IEEE international symposium on object oriented real-time distributed computing (ISORC), Orlando, FL, 2008 (pp. 363–369). https://doi.org/10.1109/isorc.2008.25.
- Lee, J. Y., Choi, S. S., Kim, G. Y., & Noh, S. D. (2011). Ubiquitous product life cycle management (u-PLM): A real-time and integrated engineering environment using ubiquitous technology in product life cycle management (PLM). International Journal of Computer Integrated Manufacturing, 24(7), 627–649. https://doi.org/10.1080/0951192x.2011.569953.CrossRefGoogle Scholar
- Mordinyi, R., & Biffl, S. (2015). Versioning in cyber-physical production system engineering: best-practice and research agenda. In IEEE/ACM 1st international workshop on software engineering for smart cyber-physical systems, Florence, Italy, 2015 (pp. 44–47). IEEE. https://doi.org/10.1109/SEsCPS.2015.16.
- Nonaka, I., & Takeuchi, H. (1995). The knowledge creating company: How Japanese companies create the dynamics of innovation. New York: Oxford University Press.Google Scholar
- PCAST. (2007). Leadership under challenge: Information technology R&D in a competitive world. http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-07-nitrd-review.pdf.
- PCAST. (2008). Disruptive civil technologies-six technologies with potential impacts on US interests out to 2025. http://fas.org/irp/nic/disruptive.pdf.
- Peter, O., & John, H. (2010). OMB-OSTP science and technology priorities memo.https://www.whitehouse.gov/sites/default/files/microsites/ostp/fy12-budget-guidance-memo.pdf.
- Schuh, G., Rudolf, S., Pitsch, M., Sommer, M., & Karmann, W. (2015). Modular service-oriented cyber-physical systems for the European tool making industry. Applied Mechanics and Materials, 752–753, 1349–1355. https://doi.org/10.4028/www.scientific.net/AMM.752-753.1349.CrossRefGoogle Scholar
- Sha, L., Gopalakrishnan, S., Liu, X., & Wang, Q. (2008). Cyber-physical systems: A new frontier. In Proceedings of the 2008 IEEE international conference on sensor networks, ubiquitous, and trustworthy computing, Taichung, Taiwan, 2008 (pp. 1–9). IEEEGoogle Scholar
- Shi, J., Wan, J., Yan, H., & Suo, H. (2011). A survey of cyber-physical systems. In 2011 international conference on wireless communications and signal processing (WCSP), Nanjing, China (pp. 1–6). IEEEGoogle Scholar
- Shrouf, F., Ordieres, J., & Miragliotta, G. (2014). Smart factories in Industry 4.0: A review of the concept and of energy management approached in production based on the Internet of Things paradigm. In 2014 IEEE International Conference on Industrial Engineering and Engineering Management, Selangor, Malaysia (pp. 697–701). IEEE. https://doi.org/10.1109/ieem.2014.7058728.
- SMLC. (2011). Implementing 21st century smart manufacturing report. https://smartmanufacturingcoalition.org/sites/default/files/implementing_21st_century_smart_manufacturing_report_2011_0pdf.
- Wang, X.-L., Chen, L.-N., & Huang, H.-B. (2010). A service-oriented architecture framework of cyber-physical systems. Journal of Computer Science Research and Development, 47(2), 299–303.Google Scholar
- Wikipedia. (2017). Cyber-physical system. http://en.wikipedia.org/wiki/Cyber-physical_system.
- Xinhua (2015). China Focus: “Made in China 2025” plan unveiled to boost manufacturing. http://news.xinhuanet.com/english/2015-05/19/c_134252394.htm.
- Yao, X., Lian, Z., Yang, Y., Zhang, Y., & Jin, H. (2014a). Wisdom manufacturing: New humans-computers-things collaborative manufacturing model. Computer Integrated Manufacturing Systems, 20(6), 1490–1498.Google Scholar
- Yao, X., Yu, M., Chen, Y., & Xiang, Z. (2014b). Connotation, architecture and key technologies of internet of manufacturing things. Computer Integrated Manufacturing Systems, 20(1), 1–10.Google Scholar
- Yao, X., Zhou, J., Zhang, C., & Liu, M. (2017a). Proactive manufacturing—a big-data driven emerging manufacturing paradigm. Computer Integrated Manufacturing Systems, 23(1), 172–185.Google Scholar
- Yao, X., Zhou, J., Zhang, J., & Boër, C. R. (2017b). From intelligent manufacturing to smart manufacturing for Industry 4.0 driven by next generation artificial intelligence and further On. In 2017 5th international conference on enterprise systems (ES), 22–24 Sept 2017 (pp. 311–318). https://doi.org/10.1109/ES.2017.58.
- Zhang, Y., Zhang, G., Wang, J., Sun, S., Si, S., & Yang, T. (2015). Real-time information capturing and integration framework of the internet of manufacturing things. International Journal of Computer Integrated Manufacturing, 28(8), 811–822. https://doi.org/10.1080/0951192x.2014.900874.CrossRefGoogle Scholar