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Future Perspectives in Systems Engineering

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Systems Engineering in Research and Industrial Practice

Abstract

Systems Engineering (SE) is a well-established field of research and practice. Nevertheless, the theory underlying SE is experiencing significant development, directly and in association with advancements in closely associated research domains. In this final Chapter, a socio-technical perspective is applied to identify and describe major trends in SE, as well as identifying future challenges in theory and application of SE. In doing so, trends are identified for (1) strategic issues from a product and process lifecycle perspective; (2) stakeholder representation and involvement; (3) current and future technologies employed to enable SE; (4) knowledge and skills as contributed by people and teams; and (5) structures to enable transdisciplinary activities supporting a socio-technical system perspective in systems development. Challenges remain present regarding these dimensions; SE requires methods and tools that are suitable to support the dynamic and evolving nature of the systems that need to be developed including the development system itself. Besides, management of SE projects for solving complex societal problems requires people with vision and power to motivate and mobilize the necessary people and value their respective input in the overall task. Transdisciplinary Engineering is introduced as an approach in which Systems Thinking and System Approaches interoperate, taking into account the different levels of abstraction of the system of focus.

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References

  1. Verhagen WJC, Stjepandić J, Wognum N (2015) Challenges of CE. In: Stjepandić J, Wognum N, Verhagen WJC (eds) Concurrent engineering in the 21st century. Springer International Publishing, pp 807–833

    Google Scholar 

  2. Wognum PM, Krabbendam JJ, Buhl H, Ma X, Kenett R (2004) Improving enterprise system support—a case-based approach. Adv Eng Inform 18:241–253

    Article  Google Scholar 

  3. da Costa J Jr, Diehl JC, Snelders D (2019) A framework for a systems design approach to complex societal problems. Des Sci 5. https://doi.org/10.1017/dsj.2018.16

  4. Shenhar AJ, Bonen Z (1997) The new taxonomy of systems: toward an adaptive systems engineering framework. IEEE Trans Syst Man Cybern Part A Syst Hum 27(2):137–145

    Article  Google Scholar 

  5. Zhong R, Ge W (2018) Internet of things enabled manufacturing: a review. Int J Agile Syst Manage 11:126–154

    Article  Google Scholar 

  6. Branger J, Pang Z (2015) From automated home to sustainable, healthy and manufacturing home: a new story enabled by the Internet-of-Things and Industry 4.0. J Manage Anal 2:314–332

    Google Scholar 

  7. Gumus B, Ertas A, Tate D, Cicek I (2008) The transdisciplinary product development lifecycle model. J Eng Des 19:185–200

    Article  Google Scholar 

  8. Borsato M, Wognum N, Peruzzini M, Stjepandic J (2016) Transdisciplinary engineering: crossing boundaries. In: Proceedings of the 23rd ISPE inc. international conference on transdisciplinary engineering, 3–7 Oct 2016. IOS Press, Amsterdam

    Google Scholar 

  9. Kahlen F-J, Flumerfelt S, Alves A (2016) Transdisciplinary perspectives on complex systems: new findings and approaches. Springer International Publishing, Switzerland

    Google Scholar 

  10. Chesbrough H, Vanhaverbeke W, West J (2006) Open innovation: researching a new paradigm. Oxford University Press on Demand

    Google Scholar 

  11. Sobolewski M (2017) Amorphous transdisciplinary service systems. Int J Agile Syst Manage 10(2):93–115

    Article  Google Scholar 

  12. Peruzzini M, Pellicciari M (2017) A framework to design a human-centred adaptive manufacturing system for aging workers. Adv Eng Inform 33:330–349

    Article  Google Scholar 

  13. Fuqua J, Gress J, Harvey R, Phillips K, Baezconde-Garbanati L, Unger J, Palmer P, Clark MA, Colby SM, Morgan G, Trochim W (2003) Evaluating transdisciplinary science. Nicotine Tob Res 5(suppl 1):S21–S39

    Google Scholar 

  14. Wickson F, Carew AL, Russell AW (2006) Transdisciplinary research: characteristics, quandaries and quality. Futures 38(9):1046–1059

    Article  Google Scholar 

  15. Stokols D (2006) Toward a science of transdisciplinary action research. Am J Community Psychol 38(1):63–77

    Google Scholar 

  16. Klein JT (2008) Evaluation of interdisciplinary and transdisciplinary research: a literature review. Am J Prev Med 35(suppl 2):S116–S123

    Google Scholar 

  17. Wognum N, Bil C, Elgh F, Peruzzini M, Stjepandić J, Verhagen WJC (2019) Transdisciplinary systems engineering: implications, challenges and research agenda. Int J Agile Syst Manage 12(1):58–89

    Google Scholar 

  18. Beckett RC, Vachhrajani H (2017) Transdisciplinary innovation: connecting ideas from professional and user networks. J Ind Integr Manage 02(04):1750016. https://doi.org/10.1142/S2424862217500166

  19. Stjepandić J, Wognum N, Verhagen WJC (2015) Concurrent engineering in the 21st century: foundations, developments and challenges. Springer International Switzerland

    Google Scholar 

  20. Polk M (2015) Transdisciplinary co-production: designing and testing a transdisciplinary research framework for societal problem solving. Futures 65:110–122

    Article  Google Scholar 

  21. Wekerle T, Pfouga A, Stjepandic J, Mai P (2018) Intellectual property protection in smart systems engineering on exchange of simulation models. Adv Transdisc Eng 7:198–207

    Google Scholar 

  22. Civerchia F, Bocchino S, Salvadori C, Rossi E, Maggiani L, Petracca M (2017) Industrial Internet of Things monitoring solution for advanced predictive maintenance applications. J Ind Inform Integr 7:4–12

    Google Scholar 

  23. Lu Y (2016) Industrial integration: a literature review. J Ind Integr Manage 1(2):1650007. https://doi.org/10.1142/s242486221650007x

  24. Madni AM, Madni CC, Lucero SD (2019) Leveraging digital twin technology in model-based systems engineering. Systems 7(1):7. https://doi.org/10.3390/systems7010007

    Article  Google Scholar 

  25. Cheng Y, Chen K, Sun H, Zhang Y, Tao F (2018) Data and knowledge mining with big data towards smart production. J Ind Inf Integr 9:1–13

    Google Scholar 

  26. La Rocca G, Van Tooren MJL (2007) Enabling distributed multi-disciplinary design of complex products: a knowledge based engineering approach. J Des Res 5(3):333–352

    Google Scholar 

  27. La Rocca G, van Tooren MJL (2009) Knowledge-based engineering approach to support aircraft multidisciplinary design and optimization. J Aircr 46(6):1875–1885

    Article  Google Scholar 

  28. Van der Velden C, Bil C, Xu X (2012) Adaptable methodology for automation application development. Adv Eng Inform 26(2):231–250

    Article  Google Scholar 

  29. Sharpanskykh A, Treur J (2010) A temporal trace language for formal modelling and analysis of agent systems. In: Dastani M, Hindriks KV, Meyer J-JC (eds) Specification and verification of multi-agent systems. Springer, US, pp 317–352

    Google Scholar 

  30. Carneiro HCC, Pedreira CE, França FMG, Lima PMV (2017) A universal multilingual weightless neural network tagger via quantitative linguistics. Neural Netw 91(1):85–101

    Article  Google Scholar 

  31. Elgh F (2008) Supporting management and maintenance of manufacturing knowledge in design automation systems. Adv Eng Inform 22(4):445–456

    Article  Google Scholar 

  32. Stjepandić J, Verhagen WJC, Liese H, Bermell-Garcia P (2015) Knowledge-based engineering. In: Stjepandić J, Wognum N, Verhagen WJC (eds) Concurrent engineering in the 21st century. Springer International Publishing, pp 255–286

    Google Scholar 

  33. Verhagen WJC, De Vrught B, Schut J, Curran R (2015) A method for identification of automation potential through modelling of engineering processes and quantification of information waste. Adv Eng Inform 29(3):307–321

    Article  Google Scholar 

  34. Li S, Tang D, Yang J, Wang Q, Ullah I, Zhu H (2019) A novel approach for capturing and evaluating dynamic consumer requirements in open design. Adv Eng Inform 39:95–111

    Article  Google Scholar 

  35. Zhang X, Hu F, Zhou K, Sato K (2017) Reflecting meaning of user experience: semiotics approach to product architecture design. In: Chen C-H et al (eds) Advances in transdisciplinary engineering, vol 5. IOS Press, Amsterdam, pp 737–744

    Google Scholar 

  36. Wang W, Hu F (2018) Service design of urban bloodmobile based on PSS design support tools. In: Peruzzini M et al (eds) Advances in transdisciplinary engineering, vol 7. IOS Press, Amsterdam, pp 917–926

    Google Scholar 

  37. Wognum N, Trappey A (2008) PLM challenges. Adv Eng Inform 22(4):419–420

    Article  Google Scholar 

  38. Biahmou A, Stjepandic J (2016) Towards agile enterprise rights management in engineering collaboration. Int J Agile Syst Manage 9(4):302–325

    Article  Google Scholar 

  39. Elgh F (2014) Automated engineer-to-order systems a task oriented approach to enable traceability of design rationale. Int J Agile Syst Manage 7(3–4):324–347

    Article  Google Scholar 

  40. Nielsen CB et al (2015) Systems of systems engineering: basic concepts, model-based techniques, and research directions. J ACM Comput Surv 48(2):1–41

    Article  Google Scholar 

  41. Ring J, Madni AM (2005) Key challenges and opportunities in ‘system of systems’ engineering. In: 2005 IEEE international conference on systems, man and cybernetics

    Google Scholar 

  42. Ertas A (2010) Understanding transdiscipline and transdisciplinary process. Transdisc J Eng Sci 1:55–73

    Article  Google Scholar 

  43. Jain S, Hutchings CW, Lee Y-TT (2015) Building analytical support for homeland security. In: Rainey LB, Tolk A (eds) Modeling and simulation support for system of systems engineering applications. Wiley, Hoboken, pp 219–248

    Google Scholar 

  44. Fernandez R, Kienbaum GS, Neto ÁA, Ferreira MGV (2016) T-PROST: a transdisciplinary process oriented framework to support the product design phase in systems concurrent engineering. In: Borsato M, Wognum N, Peruzzini M, Stjepandic J (eds) Advances in transdisciplinary engineering, vol 4. IOS Press, Amsterdam, pp 758–767

    Google Scholar 

  45. Kienbaum GS, Fernandez R, Silva EKT, Maria R, Coicev M, Gartenkraut E, Rodrigues M, Neto AA, Ferreira M (2016) A transdisciplinary process oriented framework to support generic PLM implementation for use by small and medium enterprises. In: Borsato M, Wognum N, Peruzzini M, Stjepandic J (eds) Advances in transdisciplinary engineering, vol 4. IOS Press, Amsterdam, pp 808–817

    Google Scholar 

  46. Emmer C, Fröhlich A, Stjepandic J (2013) Advanced engineering visualization with standardized 3D formats. IFIP Adv Inf Commun Technol 409:584–595

    Article  Google Scholar 

  47. Alavi M, Leidner DE (2001) Review: knowledge management and knowledge management systems: conceptual foundations and research issues. MIS Q 25(1):107–136

    Article  Google Scholar 

  48. Bermell-Garcia P, Verhagen WJC, Astwood S, Krishnamurthy K, Johnson JL, Ruiz D, Scott G, Curran R (2012) A framework for management of knowledge-based engineering applications as software services: enabling personalization and codification. Adv Eng Inform 26(2):219–230

    Article  Google Scholar 

  49. Stolt R, Johansson J, André S, Heikkinen T, Elgh F (2016) How to challenge fluctuating requirements – results from three companies. In: Borsato M, Wognum N, Peruzzini M, Stjepandic J (eds) Advances in transdisciplinary engineering, vol 4. IOS Press, Amsterdam, pp 1061–1070

    Google Scholar 

  50. Beisheim N, Kiesel M, Rudolph S (2018) Digital manufacturing and virtual commissioning of intelligent factories and Industry 4.0 systems using graph-based design languages. In: Peruzzini M et al (eds) Advances in transdisciplinary engineering, vol 7. IOS Press, Amsterdam, pp 93–102

    Google Scholar 

  51. Maier MW (2005) Research challenges for systems-of-systems. In: 2005 IEEE international conference on systems, man and cybernetics

    Google Scholar 

  52. Lu Y (2018) Cybersecurity research: a review of current research topics. J Ind Integr Manage 03(04):1850014. https://doi.org/10.1142/S2424862218500148

    Article  Google Scholar 

  53. DeTombe D (2015) Human problem handling. In: Handling societal complexity. A study of the theory of the methodology of societal complexity and the COMPRAM methodology. Springer, Heidelberg, New York, Dordrecht, London, pp 81–154

    Google Scholar 

  54. Gaziulusoy AI, Ryan C, McGrail S, Chandler P, Twomey P (2016) Identifying and addressing challenges faced by transdisciplinary research teams in climate change research. J Clean Prod 123:55–64

    Article  Google Scholar 

  55. Verhagen W, de Boer L, Curran R (2017) Component-based data-driven predictive maintenance to reduce unscheduled maintenance events. In: Chen C-H et al (eds) Advances in transdisciplinary engineering, vol 5. IOS Press, Amsterdam, pp 3–10

    Google Scholar 

  56. Orellana DW, Madni AM (2014) Human system integration ontology: enhancing model based systems engineering to evaluate human-system performance. Procedia Comput Sci 28:19–25

    Article  Google Scholar 

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Correspondence to Wim J. C. Verhagen .

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Verhagen, W.J.C., Stjepandić, J., Wognum, N. (2019). Future Perspectives in Systems Engineering. In: Stjepandić, J., Wognum, N., J. C. Verhagen, W. (eds) Systems Engineering in Research and Industrial Practice. Springer, Cham. https://doi.org/10.1007/978-3-030-33312-6_14

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