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Leveraging design thinking in MBSE: mitigating data and information uncertainties – an integration model approach

Published online by Cambridge University Press:  16 May 2024

Emir Gadzo ,
Marvin Michalides  and
Alexander Koch
Emir Gadzo*
Affiliation:
Bundeswehr University Munich, Germany
Marvin Michalides
Affiliation:
Bundeswehr University Munich, Germany
Alexander Koch
Affiliation:
Bundeswehr University Munich, Germany
*
emir.gadzo@unibw.de

Abstract

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The evolving needs of customers and stakeholders necessitate the collaboration of diverse system elements within a cyber-physical, socio-technical network. Socio-technical systems are characterized by numerous complex interdependencies as well as by endogenous and exogenous influences. A key issue that developers must address is the mitigation of data and information uncertainties. The authors introduce an approach that operationalizes Design Thinking as a supporting sufficient condition within the context of designing system models in the realm of Model-Based Systems Engineering.

Keywords

model-based systems engineering (MBSE)design thinkingsystems engineering (SE)systems thinkingsystems design
Type
Systems Engineering and Design
Information
Proceedings of the Design Society , Volume 4: DESIGN 2024 , May 2024 , pp. 2533 - 2544
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
The Author(s), 2024.

References

Adams, K.M. (2015), Non-functional Requirements in Systems Analysis and Design, Topics in Safety, Risk, Reliability and Quality, Vol. 28, 1st ed. 2015, Springer International Publishing; Imprint: Springer, Cham.Google Scholar
Alhazmi, A. and Huang, S. (2020), “Integrating Design Thinking into Scrum Framework in the Context of Requirements Engineering Management”, in Proceedings of the 2020 3rd International Conference on Computer Science and Software Engineering, 22 -24 05 2020, Beijing China, ACM, New York, NY, USA, pp. 33–45.CrossRefGoogle Scholar
Allen, J.K., Commuri, S., Panchal, J., Milisavljevic-Syed, J., Jiao, R., Mistree, F. and Schaefer, D. (2021), “Design Engineering in the Age of Industry 4.0”, Journal of Mechanical Design, Vol. 143 No. 7.CrossRefGoogle Scholar
Alves, R. and Jardim Nunes, N. (2013), “Towards a Taxonomy of Service Design Methods and Tools”, in van der Aalst, W., Mylopoulos, J., Rosemann, M., Shaw, M.J., Szyperski, C., Falcão e Cunha, J., Snene, M. and Nóvoa, H. (Eds.), Exploring Services Science, Lecture Notes in Business Information Processing, Vol. 143, Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 215–229.Google Scholar
Banathy, B.H. (1996), Designing Social Systems in a Changing World, Contemporary Systems Thinking Ser, Springer, New York, NY.CrossRefGoogle Scholar
Blessing, L.T. and Chakrabarti, A. (2009), DRM, A Design Reseach Methodology, Springer London.CrossRefGoogle Scholar
Brenner, W. and Uebernickel, F. (Eds.) (2016), Design Thinking for Innovation: Research and Practice, 1st ed. 2016, Springer International Publishing; Imprint: Springer, Cham.CrossRefGoogle Scholar
Brown, T. (2008), “Design thinking”, Harvard business review, Vol. 86 No. 6, 84-92, 141.Google ScholarPubMed
Camacho, M. (2018), “An Integrative Model of Design Thinking”, in 21st DMI: Academic Design Management Conference, 627-641.Google Scholar
Chasanidou, D., Gasparini, A.A. and Lee, E. (2015), “Design Thinking Methods and Tools for Innovation”, in 4th International Conference, DUXU 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I, Vol. 9186.Google Scholar
Darrin, M.A.G. and Devereux, W.S. (2017), “The Agile Manifesto, design thinking and systems engineering”, in 2017 Annual IEEE International Systems Conference (SysCon), 24.04.2017 - 27.04.2017, Montreal, QC, Canada, IEEE, pp. 1–5.CrossRefGoogle Scholar
De Weck, O., Eckert, C. and Clarkson, J. (2007), “A classification of uncertainty for early product and system design”, in International Conference on Engineering Design, ICED'07.Google Scholar
Delligatti, L. (2013), SysML Distilled: A Brief Guide to the Systems Modeling Language, U.S. Corporate and government Sales, United States.Google Scholar
Di Russo, S. (2016), “Understanding the behaviour of design thinking in complex environments”, 2016.Google Scholar
Dick, J., Hull, E. and Jackson, K. (2017), Requirements Engineering, Springer International Publishing, Cham.CrossRefGoogle Scholar
Dorst, K. (2011), “The core of ‘design thinking’ and its application”, Design Studies, Vol. 32 No. 6, pp. 521–532.CrossRefGoogle Scholar
Dumitrescu, R., Albers, A., Riedel, O. and Gausemeier, J. (2021), Advanced Systems Engineering: Engineering in Germany: Status Quo in Business and Science.Google Scholar
Durantin, A., Fanmuy, G., Miet, S. and Pegon, V. (2016), “Disruptive Innovation in Complex Systems. The Ambition of Combining Systems Engineering and Design Thinking”, in Proceedings of the Seventh International Conference on Complex Systems Design & Management, CSD&M Paris 2016.Google Scholar
Dym, C.L., Agogino, A.M., Ozgur, E., frey, D.D. and Leifer, L.J. (2005), “Engineering Design Thinking, Teaching, and Learning”, Journal of Engineering Education, pp. 103–120.CrossRefGoogle Scholar
Feldhusen, J. and Grote, K.-H. (2013), Pahl/Beitz Konstruktionslehre, Springer Berlin HeidelbergCrossRefGoogle Scholar
Gadzo, E., Mehlstäubl, J., Denk, M. and Paetzold, K. (2021), “Modellbasierte Umsetzung desAnforderungsmanagements zur Unterstützung der Entwicklung eines Experimentalsatelliten”, in DS 111: Proceedings 27/28 September 2021.Google Scholar
Gadzo, E., Mehlstäubl, J., Nicklas, S.J. and Paetzold, K. (2023), “Method for the Transfer and Further Development of Document-Based Data and Information in a Model-Based Development Environment Using the Example of a Small Mission Satellite”, in Chakrabarti, A. and Singh, V. (Eds.), Design in the Era of Industry 4.0, Volume 2, Smart Innovation, Systems and Technologies, Vol. 342, Springer Nature Singapore, Singapore, pp. 519–532.CrossRefGoogle Scholar
Gifford, W.E., Bobbit, R.H. and Slocum, J.W. (1979), “Message Characteristics and Perceptions of Uncertainty by Organizational Decision Makers”, Academy of Management, No. Vol. 22, No. 3, pp. 458–481.CrossRefGoogle Scholar
Gräßler, I. and Oleff, C. (2022), Systems-Engineering: Verstehen und industriell umsetzen, Springer BerlinHeidelberg, Berlin Heidelberg.CrossRefGoogle Scholar
Greene, M. (2019), “Systems Design Thinking: Identification and Measurement of Attitudes for Systems Engineering, Systems Thinking, and Design Thinking”, Dissertation, University of Michigan, Ann Arbor, 2019.Google Scholar
Greene, M.T., Gonzalez, R. and Papalambros, P.Y. (2019), “Measuring Systems Engineering and Design Thinking Attitudes”, in International Conference on Engineering Design, ICED 2019, Vol. 1, pp. 3939–3948.Google Scholar
Haberfellner, R., Weck, O. de, Fricke, E. and Vössner, S. (2019), Systems Engineering, Springer International Publishing, Cham.CrossRefGoogle Scholar
Hehn, J., Mendez, D., Uebernickel, F., Brenner, W. and Broy, M. (2020), “On Integrating Design Thinking for Human-Centered Requirements Engineering”, IEEE Software, Vol. 37 No. 2, pp. 25–31.CrossRefGoogle Scholar
Hevner, A. and Chatterjee, S. (2010), Design Research in Information Systems: Theory and Practise, Volume 22, Springer New York Dordrecht Heidelberg London.CrossRefGoogle Scholar
Hevner, A.R., March, S.T., Park, J. and Ram, S. (2004), “Design Science in Information Systems Research”, MIS Quarterly, Vol. 28 No. 1, pp. 75–105.CrossRefGoogle Scholar
Hubka, V. (1973), Theorie der Maschinensysteme: Grundlagen einer wissenschaftlichen Konstruktionslehre, Hochschultext, Springer, Berlin, Heidelberg.CrossRefGoogle Scholar
Hubka, V. and Eder, W.E. (1992), Einführung in die Konstruktionswissenschaft: Übersicht, Modell, Anleitungen, Springer eBook Collection Computer Science and Engineering, Springer Berlin HeidelbergCrossRefGoogle Scholar
INCOSE (Ed.) (2015), INCOSE Systems Engineering Handbook: A Guide for System Life Cycle Processes and Activities, John Wiley & Sons, Inc.Google Scholar
Johansson-Sköldberg, U., Woodilla, J. and Çetinkaya, M. (2013), “Design Thinking: Past, Present and Possible Futures”, Creativity and Innovation Management, Vol. 22 No. 2, pp. 121–146.CrossRefGoogle Scholar
Kaur, M. and Craven, L. (2022), “Systems Thinking: Practical Insights on Systems-Led Design in Socio-Technical Engineering Systems”, in Maier, A., Oehmen, J. and Vermaas, P.E. (Eds.), Handbook of Engineering Systems Design, Springer Cham.CrossRefGoogle Scholar
Krause, D. and Heyden, E. (Eds.) (2022), Design Methodology for Future Products.CrossRefGoogle Scholar
Levy, M. (2017), “Promoting the Elicitation of Usability and Accessibility Requirements in Design Thinking: Using a Designed Object as a Boundary Object”, in 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), 04.09.2017 - 08.09.2017, Lisbon, Portugal, IEEE, pp. 156–159.Google Scholar
Lindemann, U. (2009), Methodische Entwicklung technischer Produkte, Springer Berlin HeidelbergCrossRefGoogle Scholar
Machi, L.A. and McEvoy, B.T.M. (2016), “The Literature Review. Six steps to success” (accessed 13 May 2021).CrossRefGoogle Scholar
Manoury, M., Horlander, T. and Zimmermann, T. (2022), “Potentials of Design Thinking for knowledge transfer of Model-Based Systems Engineering”, in 2022 IEEE International Systems Conference (SysCon), 25.04.2022 - 28.04.2022, Montreal, QC, Canada, IEEE, pp. 1–8.Google Scholar
Mella, P. (2012), Systems thinking: Intelligence in action, Perspectives in Business Culture, Vol. 2, Springer MilanCrossRefGoogle Scholar
Metz-Göckel, H. (2022), “Dorsch Lexikon der Psychologie”, available at: https://dorsch.hogrefe.com.Google Scholar
Milliken, F.J. (1987), “Three Types of Perceived Uncertainty about the Environment: State, Effect, and Response Uncertainty”, Academy of Management, No. Vo. 12, No. 1, pp. 133–143.CrossRefGoogle Scholar
Ney, S. and Meinel, C. (2019), Putting Design Thinking to Work: How Large Organizations Can Embrace Messy Institutions to Tackle Wicked Problems, Springer eBooks Business and Management, 1st ed. 2019, SpringerCrossRefGoogle Scholar
Paetzold, K. (2022), “Data and Information Flow Design in Product Development”, in Krause, D. and Heyden, E. (Eds.), Design Methodology for Future Products, Springer International Publishing, Cham, pp. 201–218.CrossRefGoogle Scholar
Palambros, P.Y. (2022), “Roles and Skills of Engineering Systems Designers”, in Maier, A., Oehmen, J. and Vermaas, P.E. (Eds.), Handbook of Engineering Systems Design, Springer Cham.Google Scholar
Pendzik, M., Sembdner, P. and Paetzold, K. (2023), “Identification and Classification of Uncertainties as the Foundation of Agile Methods”, in International Conference on Engineering Design, 2023, Vol. 3, Bordeaux, France, pp. 2165–2174.Google Scholar
Plattner, H. (2010), “An Introduction to Design Thinking. Process Guide”, The Institute of Design at Stanford, Stanford University, (CA, US).Google Scholar
Ramos, A.L., Ferreira, J.V. and Barcelo, J. (2012), “Model-Based Systems Engineering: An Emerging Approach for Modern Systems”, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), Vol. 42 No. 1, pp. 101–111.CrossRefGoogle Scholar
Simon, H.A. (1978), The sciences of the artificial, Karl Taylor Compton Lecturers, 6. print, M.I.T.Pr, Cambridge/Mass., London.Google Scholar
Tekaat, J., Kharatyan, A., Anacker, H. and Dumitrescu, R. (2019), “Potentials for the Integration of Design Thinking along Automotive Systems Engineering Focusing Security and Safety”, in International Conference on Engineering Design, ICED 2019, Vol. 1, pp. 2883–2892.CrossRefGoogle Scholar
Tekaat, J.L., Anacker, H. and Dumitrescu, R. (2021), “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review”, in 2021 IEEE International Symposium on Systems Engineering (ISSE), 13.09.2021 - 13.10.2021, Vienna, Austria, IEEE, pp. 1–8.Google Scholar
Tellioglu, H. (2016), “Models as Bridges from Design Thinking to Engineering”, Proceedings of the 10th International Conference on Interfaces and Human Computer Interaction (IHCI) 2016, available at: https://repositum.tuwien.at/handle/20.500.12708/56737.Google Scholar
Thunnissen, D. (2003), “Uncertainty Classification for the Design and Development of Complex Systems”, in Third Annual Predictive Methods Conference, Newport Beach, California.Google Scholar
Tomita, Y., Watanabe, K., Shirasaka, S. and Maeno, T. (2017), “Applying Design Thinking in Systems Engineering Process as an Extended Version of DIKW Model”, INCOSE International Symposium, Vol. 27 No. 1, pp. 858–870.CrossRefGoogle Scholar
Tschimmel, K. (2012), “Design Thinking as an effective Toolkit for Innovation”, in Huizingh, E. (Ed.), Proceedings of the XXIII ISPIM Conference: Action for Innovation: Innovating from, Manchester, UK.Google Scholar
Ulrich, K.T., Eppinger, S.D. and Yang, M.C. (2020), Product design and development, Seventh edition, McGraw-Hill Education, New York NY.Google Scholar
VDI (1986), Industrial Design-Grundlagen, Begriffe, Wirkungsweisen: VDI/VDE 2424, 681.001.1: 18.01, 658.512.2(083.132) No. 1.Google Scholar
Walker, W.E., Harremoës, P., Rotmans, J., van der Sluijs, J.P., van Asselt, M., Janssen, P. and Krayer von Krauss, M.P. (2003), “Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support”, Integrated Assessment, Vol. 4 No. 1, pp. 5–17.CrossRefGoogle Scholar