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2021 | OriginalPaper | Buchkapitel

Cyber-Physical Systems: A Pilot Adoption in Manufacturing

verfasst von : Srivardhini Veeraragavan, Edwin Tong Jiann, Regina Leong, Veera Ragavan Sampath Kumar

Erschienen in: Futuristic Trends in Intelligent Manufacturing

Verlag: Springer International Publishing

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Abstract

The promise of the Fourth Industrial Revolution (IR4), coupled with the agility demanded by the COVID-19 pandemic has driven large scale adoption of IR4 technologies. However studies show that only 30% of all digital transformation projects succeed, making it a risky proposition, especially for Small Medium Enterprises (SMEs). Successful prototype implementations are needed for SMEs to believe in the power of IR4 initiatives and to motivate them to invest time and effort. In this paper, we showcase such a prototype implementation by first providing an overview of the cyber-physical system architectural framework in the manufacturing context. Next, we showcase a real-life, low-cost, reliable pilot that will boost IR4.0 technology adoption for SMEs in a timely manner without large investments or disruption to existing operations. The presented case study shows an example of a pilot project that demonstrated early success, with well-established needs and measured signposts to harness the benefits of IR4.

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Vorheriges Kapitel Industrial IoT and Intelligent Manufacturing

Nächstes Kapitel Intelligent Machining of Abrasive Jet on Carbon Fiber and Glass Fiber Polymeric Composites Using Modified Nozzle

Vacca, A., Simpson, C., & Smith, E. (2020). Worldwide digital transformation spending guide. Retrieved November 23 2020, from https://www.idc.com/getdoc.jsp?containerId=IDC_P32575.

MIT. (2020). The promise of the fourth industrial revolution. Retrieved November 23 2020, from https://www.technologyreview.com/2020/11/19/1012165/the-promise-of-the-fourth-industrial-revolution/.

Ragavan, S. K. V., & Shanmugavel, M. (2016). Engineering cyber-physical systems—Mechatronics wine in new bottles? In 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), May 2016, pp. 1–5, https://doi.org/10.1109/iccic.2016.7919516.

Garms, F., Jansen, C., Schmitz, C., Hallerstede, S., & Tschiesner, A. (2019, September). Capturing value at scale in discrete manufacturing with Industry 4.0| McKinsey. Retrieved November 23 2020, from https://www.mckinsey.com/industries/advanced-electronics/our-insights/capturing-value-at-scale-in-discrete-manufacturing-with-industry-4-0.

Forth, P., Reichert, T., de Laubier, R., & Chakraborty, S. (2020). Flipping the odds of digital transformation success|BCG. Retrieved November 23 2020, from https://www.bcg.com/publications/2020/increasing-odds-of-success-in-digital-transformation.

Karre, H., Hammer, M., Kleindienst, M., & Ramsauer, C. (2017). Transition towards an Industry 4.0 State of the LeanLab at Graz University of Technology. Procedia Manufacturing, 9, 206–213. https://doi.org/10.1016/j.promfg.2017.04.006.CrossRef

Leitão, P., Colombo, A. W., & Karnouskos, S. (2016). Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges. Computers in Industry, 81, 11–25. https://doi.org/10.1016/j.compind.2015.08.004.CrossRef

Mazzolini, M., Cavadini, F. A., Montalbano, G., & Forni, A. (2017). structured approach to the design of automation systems through IEC 61499 standard. Procedia Manufacturing, 11, 905–913. https://doi.org/10.1016/j.promfg.2017.07.194.CrossRef

Leitao, P., Barbosa, J., Papadopoulou, M. E. C., & Venieris, I. S. (2015). Standardization in cyber-physical systems: The ARUM case. In Proceedings of the IEEE International Conference on Industrial Technology, Vol. 2015-June, no. June, pp. 2988–2993, https://doi.org/10.1109/icit.2015.7125539.

10.

Dotoli, M., Fay, A., Miśkowicz, M., & Seatzu, C. (2017). Advanced control in factory automation: A survey. International Journal of Production Research, 55(5), 1243–1259. https://doi.org/10.1080/00207543.2016.1173259.CrossRef

11.

Ladiges, J., et al. (2018). Integration of modular process units into process control systems. IEEE Transactions on Industry Applications, 54(2), 1870–1880. https://doi.org/10.1109/TIA.2017.2782679.CrossRef

12.

Arroyo, E., Fay, A., Chioua, M., & Hoernicke, M. (2014). Integrating plant and process information as a basis for automated plant diagnosis tasks. In Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA), pp. 1–8, https://doi.org/10.1109/etfa.2014.7005098.

13.

Wan, J., Yan, H., Suo, H., & Li, F. (2011). Advances in cyber-physical systems research. KSII Transaction on Internet Information Systems, 5(11), 1891–1908. https://doi.org/10.3837/tiis.2011.11.001.CrossRef

14.

Lee, E. A., & Arunkumar Seshia, S. (2011). Introduction to embedded systems: A cyber-physical approach (2nd ed.). MIT Press.

15.

Yu, B., Zhou, J., & Hu, S. (2020). Cyber-physical systems: An overview. In S. Hu & B. Yu (Eds.), Big data analytics for cyber-physical systems (pp. 1–11). Cham: Springer.

16.

Zhong, R. Y., Xu, C., Chen, C., & Huang, G. Q. (2017). Big data analytics for physical Internet-based intelligent manufacturing shop floors. International Journal of Production Research, 55(9), 2610–2621. https://doi.org/10.1080/00207543.2015.1086037.CrossRef

17.

Jiang, Z., Jin, Y., M. E., & Li, Q. (2018). Method of tasks and resources matching and analysis for cyber-physical production system. Advance Mechanical Engineering, 10(5), 168781401877782. https://doi.org/10.1177/1687814018777828.

18.

Samir, K., Maffei, A., & Onori, M. A. (2019). Real-Time asset tracking; a starting point for digital twin implementation in manufacturing. Procedia CIRP, 81, 719–723. https://doi.org/10.1016/j.procir.2019.03.182.CrossRef

19.

Strang, D., & Anderl, R. (2014). Assembly process driven component data model in cyber-physical production systems.

20.

Dotoli, M., Fay, A., Miśkowicz, M., & Seatzu, C. (2019). An overview of current technologies and emerging trends in factory automation. International Journal of Production Research, 57(15–16), 5047–5067. https://doi.org/10.1080/00207543.2018.1510558.CrossRef

21.

Lins, T., & Oliveira, R. A. R. (2020). Cyber-physical production systems retrofitting in context of industry 4.0. Computers & Industrial Engineering, 139, 106193. https://doi.org/10.1016/j.cie.2019.106193.CrossRef

22.

Suh, S. H., Noh, S. K., & Choi, Y. J. (1995). A PC-based retrofitting toward CAD/CAM/CNC integration. Computers & Industrial Engineering, 28(1), 133–146. https://doi.org/10.1016/0360-8352(94)00033-J.CrossRef

23.

Stock, T., & Seliger, G. (2016). Opportunities of sustainable manufacturing in industry 4.0. Procedia CIRP, 40, 536–541. https://doi.org/10.1016/j.procir.2016.01.129.CrossRef

24.

Baker, J., et al. (2016). Requirements engineering for retrofittable subsea equipment. In Proceedings—2016 IEEE 24th International Requirements Engineering Conference, RE 2016, pp. 226–235, https://doi.org/10.1109/re.2016.44.

25.

Arjoni, D. H., et al. (2018). Manufacture equipment retrofit to allow usage in the industry 4.0. In Proceedings—2017 2nd International Conference on Cybernetics, Robotics and Control, CRC 2017, Vol. 2018-January, pp. 155–161, https://doi.org/10.1109/crc.2017.46.

26.

Ferreira, L. L. et al. (2017). A pilot for proactive maintenance in industry 4.0. https://doi.org/10.1109/wfcs.2017.7991952.

27.

Vachalek, J., Bartalsky, L., Rovny, O., Sismisova, D., Morhac, M., & Loksik, M. (2017). The digital twin of an industrial production line within the industry 4.0 concept. In Proceedings of the 2017 21st International Conference on Process Control, PC 2017, pp. 258–262, https://doi.org/10.1109/pc.2017.7976223.

28.

Langmann, R., & Rojas-Pena, L. F. (2016). A PLC as an industry 4.0 component. In Proceedings of 2016 13th International Conference on Remote Engineering and Virtual Instrumentation, REV 2016, pp. 10–15, https://doi.org/10.1109/rev.2016.7444433.

29.

Lee, E. A. (2007). Computing foundations and practice for cyber-physical systems: A preliminary report. [Online]. Retrieved from http://www2.eecs.berkeley.edu/Pubs/TechRpts/2007/EECS-2007-72.html.

30.

Liu, Y., Peng, Y., Wang, B., Yao, S., & Liu, Z. (2017). Review on cyber-physical systems. IEEE/CAA Journal of Automatica Sinica, 4(1), 27–40. https://doi.org/10.1109/JAS.2017.7510349.CrossRef

31.

Gunes, V., Peter, S., Givargis, T., & Vahid, F. (2014). A survey on concepts, applications, and challenges in cyber-physical systems. KSII Transaction on Internet Information Systems, 8(12). https://doi.org/10.3837/tiis.2014.12.001.

32.

Lin, K., & Panahi, M. (2010). A real-time service-oriented framework to support sustainable cyber-physical systems. In 2010 8th IEEE International Conference on Industrial Informatics, pp. 15–21, https://doi.org/10.1109/indin.2010.5549473.

33.

Maier, M. W., Emery, D., & Hilliard, R. (2001). Software architecture: Introducing IEEE standard 1471. Computer (Long. Beach. Calif), 34(4), 107–109. https://doi.org/10.1109/2.917550.

34.

Wan, K., Hughes, D., Man, K., Krilavičius, T., & Zou, S. (2010). Investigation on composition mechanisms for cyber physical systems. International Journal of Design Analysis and Tools for Integrated Circuits and Systems, 2.

35.

Lee, J., Bagheri, B., & Kao, H. A. (2015). A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manufacturing Letters, 3, 18–23. https://doi.org/10.1016/j.mfglet.2014.12.001.CrossRef

36.

Schweichhart, K. Reference architectural model industrie 4.0 (RAMI 4.0).

37.

Resman, M. (2019). A new architecture model for smart manufacturing: A performance analysis and comparison with the RAMI 4.0 reference model. Journal home apem-journal.org, 14(2), 153–165. https://doi.org/10.14743/apem2019.2.318.

38.

Rizvi, M. A. K., & Chew, E. (2018). Towards systematic design of cyber-physical product-service systems. In Proceedings of International Design Conference, DESIGN, 2018, vol. 6, pp. 2961–2974, https://doi.org/10.21278/idc.2018.0248.

39.

Clark, T., Sammut, P., & Willans, J. (2008). Applied meta modelling: A foundation for language driven development. Ceteva.

40.

Fitz, T., Theiler, M., & Smarsly, K. (2019). A metamodel for cyber-physical systems. Advance in Engineering Informatics, 41, 100930. https://doi.org/10.1016/j.aei.2019.100930.CrossRef

41.

Cárdenas, A. A., Amin, S., & Sastry, S. (2008). Secure control: Towards survivable cyber-physical systems. In Proceedings—International Conference on Distributed Computing Systems, pp. 495–500. https://doi.org/10.1109/icdcs.workshops.2008.40.

42.

Cheng, Z., Tan, Y., & Lim, Y. (2016). Design and evaluation of hybrid temperature control for cyber-physical home systems. International Journal of Modelling, Identification and Control, 26(3), 196–206. https://doi.org/10.1504/IJMIC.2016.080295.CrossRef

43.

Sanislav, T. (2012). Cyber-physical systems—Concept, challenges and research areas. Control Engineering Application Informatics, 14, 28–33.

44.

Wang, L., Törngren, M., & Onori, M. (2015). Current status and advancement of cyber-physical systems in manufacturing. Journal of Manufacturing System, 37, 517–527. https://doi.org/10.1016/j.jmsy.2015.04.008.CrossRef

45.

Horvath, I., & Gerritsen, B. (2012). Cyber-physical systems: Concepts, technologies and implementation principles. Proceeding on TMCE, 2012, 19–36.

46.

Vorne. (2020). What is OEE (Overall Equipment Effectiveness)? OEE. Retrieved November 16 2020, from https://www.oee.com/.

47.

MSV Textile and Machinery. (2020). “Fukuhara V-LPJ4B 34”—Circular knitting machines (double jersey). Retrieved November 16 2020, from http://msv.com.pl/en-maszyna-3746-1335449627-fukuhara_vlpj4b.html.

48.

Malche, T., & Maheshwary, P. (2015). Harnessing the Internet of Things (IoT): A review. International Journal of Advance Research Computer Science Software Engineering, 5.

49.

SIMATIC IOT2000| SIMATIC IOT gateways| Siemens Global. Retrieved November 16 2020, from https://new.siemens.com/global/en/products/automation/pc-based/iot-gateways/iot2000.html.

50.

FRDM-K64F Platform|Freedom Development Board|Kinetis MCUs|NXP. (2020). Retrieved November 16 2020, from https://www.nxp.com/design/development-boards/freedom-development-boards/mcu-boards/freedom-development-platform-for-kinetis-k64-k63-and-k24-mcus:FRDM-K64F.

51.

Altair SmartWorks|smartcore overview. Retrieved November 16 2020, from https://www.altairsmartworks.com/smartcore-overview.

52.

Fink, G. A., Edgar, T. W., Rice, T. R., MacDonald, D. G., & Crawford, C. E. (2017). Security and privacy in cyber-physical systems. In Cyber-physical systems: Foundations, principles and applications (pp. 129–141). Elsevier Inc.

53.

Narayanan, S. N., Khanna, K., Panigrahi, B. K., & Joshi, A. (2018). Security in smart cyber-physical systems: A case study on smart grids and smart cars. In Smart cities cybersecurity and privacy (pp. 147–163). Elsevier.

54.

Wang, L., & Haghighi, A. (2016). Combined strength of holons, agents and function blocks in cyber-physical systems. Journal of Manufacturing Systems, 40, 25–34. https://doi.org/10.1016/j.jmsy.2016.05.002.CrossRef

55.

Erol-Kantarci, M., Illig, D. W., Rumbaugh, L. K., & Jemison, W. D. (2017). Energy-harvesting low-power devices in cyber-physical systems. In Cyber-physical systems: Foundations, principles and applications (pp. 55–74). Elsevier Inc.

56.

Törngren, M. et al. (2017). Characterization, analysis, and recommendations for exploiting the opportunities of cyber-physical systems. In Cyber-physical systems: Foundations, principles and applications (pp. 3–14). Elsevier Inc.

Titel: Cyber-Physical Systems: A Pilot Adoption in Manufacturing
verfasst von: Srivardhini Veeraragavan
Edwin Tong Jiann
Regina Leong
Veera Ragavan Sampath Kumar
Verlag: Springer International Publishing
Buch: Futuristic Trends in Intelligent Manufacturing
Print ISBN: 978-3-030-70008-9

Electronic ISBN: 978-3-030-70009-6

Copyright-Jahr: 2021
DOI: https://doi.org/10.1007/978-3-030-70009-6_13

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