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Towards an integrated design methodology for mechatronic systems

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Abstract

A design methodology for mechatronic systems is proposed, relying on an integrated framework for engineering solutions with continuous interaction among different fields of knowledge. It incorporates the full life-cycle of mechatronic design, from the problem statement to the attainment of conditions for physical implementations. MBSE domains are addressed into a three dimensional cube shape model where each face is focused on a local analysis through individual and interacting V-models with their own time lines. The design is developed under a centralized tool framework with dependency conditions allowing traceability capabilities in multiple hierarchy levels of analysis for generation, updating and management of information among conceptual analysis, specifications, logical architecture, tasks, detailed design, and manufacturing conditions for production.

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Abbreviations

CAD:

Computer aided design

CAM:

Computer aided engineering

CFD:

Computational fluid dynamics

DFMA:

Design for manufacturing and assembling

DT:

Digital twin

EAST-ADL:

EAST architecture description language

EOS:

Engineering operating system

FEM:

Finite element method

FMI:

Functional mock-up interface

IDEF:

Integration definition

MARTE:

Modeling and analysis of real time and embedded systems

MDI:

Mechatronic design indicator

MDQ:

Mechatronic design quotient

MIV:

Mechatronics index vector

MMP:

Mechatronic multicriteria profile

MOE:

Measure of effectiveness

MOP:

Measurement of performance

PDM:

Product design management

ROS:

Robot operating system

SysML:

Systems modeling language

TPM:

Technical performance measure

UML:

Unified modeling language

URDF:

Unified robot description format

References

  • Barbieri G, Fantuzzi C, Borsari R (2014) A model-based design methodology for the development of mechatronic systems. Mechatronics 24(7):833–843

    Article  Google Scholar 

  • Barricelli BR, Casiraghi E, Fogli D (2019) A survey on digital twin: Definitions, characteristics, applications, and design implications. IEEE Access 7:167653–167671. https://doi.org/10.1109/ACCESS.2019.2953499

    Article  Google Scholar 

  • Beckers R, Giese S, Pfouga A, Stjepandic J (2016) Interoperability and visualization of complex products based on jt standard. Curitiba. https://doi.org/10.3233/978-1-61499-703-0-828

    Article  Google Scholar 

  • Blochwitz T, Otter M, Arnold M, Bausch C, Clau C, Elmqvist H, Junghanns A, Mauss J, Monteiro M, Neidhold T, Neumerkel D, Olsson H, Peetz J, Wolf S (2011) The functional mockup interface for tool independent exchange of simulation models. In: Proceedings of the 8th International Modelica Conference, Dresden, pp. 105–114

  • Bone M, Blackburn MR, Kruse B, Dzielski J, Hagedorn T, Grosse I (2018) Toward an interoperability and integration framework to enable digital thread. Systems 6(4):46. https://doi.org/10.3390/systems6040046

    Article  Google Scholar 

  • Borchani M, Ammar R, Hammadi M, Choley J, Yahia N, Barkallah M, Louati J (2018) Mechatronic system design using model-based systems engineering and set-based concurrent engineering principles. In: 12th France-Japan and 10th Europe-Asia Congress on Mechatronics, pp. 32–38. https://doi.org/10.1109/MECATRONICS.2018.8495824

  • Bradley D, Russell D, Ferguson I, Isaacs J, MacLeod A, White R (2015) The internet of things: The future or the end of mechatronics. Mechatronics 27:57–74

    Article  Google Scholar 

  • Brahmi R, Belhadj I, Hammadi M, Aifaoui N, Choley J (2022) CAD-MBSE. Appl Sci 12:566. https://doi.org/10.3390/app12020566

    Article  Google Scholar 

  • Chami M, JM B (2015) Towards an Integrated Conceptual Design Evaluation of Mechatronic Systems: The SysDICE Approach. In: Int. Conf. on Computational Science (ICCS 2015), pp. 650–659

  • Chami M, Ammar HB, Voos H, Tuyls K, Weiss G (2012) A Nonparametric Evaluation of SysML-based Mechatronic Conceptual Design. In: 12th France-Japan and 10th Europe-Asia Congress on Mechatronics, pp. 51–58

  • Chang-Tzuoh W, Ming-Tang W, Nien-Te L, Tien-Szu P (2015) Developing a kano-based evaluation model for innovation design. Math Probl Eng. https://doi.org/10.1155/2015/153694

    Article  Google Scholar 

  • Chen R, Liu Y, Zhao J, Ye X (2018) Model verification for system design of complex mechatronic products. Syst Eng. https://doi.org/10.1002/sys.21470

    Article  Google Scholar 

  • Egyed A, Zeman K, Hehenberger P, Demuth A (2018) Maintaining consistency across engineering artifacts. Computer 51(2):28–35. https://doi.org/10.1109/MC.2018.1451666

    Article  Google Scholar 

  • Federal Ministry of Defense, Federal Office of the Bundeswehr for Infor- mation, Management and Information Technology and Federal Ministry of the Interior: The V-model. In: Development Standard for IT-Systems of the Federal Republic of Germany. KBSt, vol. 27 (1997)

  • Formentini G, Rodriguez B, N, Favi C, (2022) Design for manufacturing and assembly methods in the product development process of mechanical products: a systematic literature review. Adv Manuf Technol, Int J. https://doi.org/10.1007/s00170-022-08837-6

  • Friedenthal S, Moore A, Steiner R (2015) A Practical Guide to SysML. Third edn. Elsevier, Amsterdam, The Systems Modeling Language

    Google Scholar 

  • Gausemeier J, Moehringer S (2002) VDI 2206- A new guideline for the design of mechatronic systems. IFAC Proced Vol 35(2):785–790

    Article  Google Scholar 

  • Graessler I, Bruckmann T (2018) V-Models for Interdisciplinary Systems Engineering. In: 15th Int. Design Conference, pp. 747–756. https://doi.org/10.21278/idc.2018.0333

  • Graessler I, Hentze J (2020) The new V-model of VDI 2206 and its validation. at - Automatisierungstechnik 68, 312–324. https://doi.org/10.1515/auto-2020-0015

  • Göllner D, Rasor R, Anacker H, Dumitrescu R (2022) Collaborative modeling of interoperable digital twins in a sos context. Procedia CIRP 107:1089–1094. https://doi.org/10.1016/j.procir.2022.05.113

    Article  Google Scholar 

  • Hammadi M. Choley J, Penas O, Riviere A, Louati J, Haddar M (2012) A new multi-criteria indicator for mechatronic system performance evaluation in preliminary design level. In: 9th France-Japan and 7th Europe-Asia Congress on Mechatronics (MECATRONICS) / 13th Int. Workshop on Research and Education in Mechatronics (REM), pp. 409–416. IEEE, Paris. https://doi.org/10.1109/MECATRONICS.2012.6451041

  • Hammadi M, Choley J, Said M, Kellner A, Hehenberger P, (2016) Systems engineering analysis approach based on interoperability for reconfigurable manufacturing systems. In, (2016) IEEE International Symposium on Systems Engineering (ISSE). IEEE, Edinburgh. https://doi.org/10.1109/SysEng.2016.7753179

  • Hause M (2018) Systems interface management with mbse: from theory to modeling to reality. INCOSE Inter Symp 28:1012–1026. https://doi.org/10.1002/j.2334-5837.2018.00530.x

    Article  Google Scholar 

  • Hazle A, Towers J (2020) Good practice in MBSE model verification and validation. In: INCOSE UK Annual Systems Engineering Conference (ASEC). INCOSE, Virtual (2020)

  • Hehenberg P, Bradley D (2016) Mechatronic Futures. Challenges and Solutions for Mechatronic Systems and Their Designers. Springer, Switzerland

    Google Scholar 

  • Holt J, Perry S (2018) SysML Syst Eng: Model-based Approach, 3rd edn. The Institution of Engineering and Technology, IET Digital Library

    Google Scholar 

  • Huldt T, Stenius I (2018) State of practice survey of model-based systems engineering. Syst Eng. https://doi.org/10.1002/sys.21466

    Article  Google Scholar 

  • INCOSE (2022) Systems Engineering Standards. https://www.incose.org/about-systems-engineering/se-standards

  • Kaslow D, Ayres B, Cahill P, Hart L (2018) A model-based systems engineering approach for technical measurement with application to a cubesat. In: 2018 IEEE Aerospace Conference, pp. 1–10. IEEE, Big Sky (2018). https://doi.org/10.1109/AERO.2018.8396443

  • Katrantzis E, Moulianitis V, Miatliuk K (2020) Conceptual design evaluation of mechatronic systems. In: Azizi, A. (ed.) Emerging Trends in Mechatronics. IntechOpen, Rijeka. Chap. 2. https://doi.org/10.5772/intechopen.88643

  • Khandoker A, Sint S, Gessl G, Zeman K, Jungreitmayr F, Wahl H, Wenigwieser A, Kretschmer R (2022) Towards a logical framework for ideal MBSE tool selection based on discipline specific requirements. J Sys Software 189:111306

    Article  Google Scholar 

  • Koc M, Ozel T (2020) Modern Manuf Proces. John Wiley and Sons, Onlinelibrary

    Google Scholar 

  • Lefevre J, Charles S, Bosch-Mauchand M, B, E, (2014) Multidisciplinary modelling and simulation for mechatronic design. J Design Res 12(2):127–144

  • Lettner D, Hehenberger P, Nöhrer A, Anzengruber K, Grünbacher P, Mayrhofer M, Egyed A (2015) Variability and consistency in mechatronic design. Concurr Eng 23(3):213–225

    Article  Google Scholar 

  • Long D, Scott Z (2011) Primer Model-based Syst Eng, 2nd edn. Vitech, Blacksburg

    Google Scholar 

  • Masior J, Schneider B, Kürümlüoglu M, Riedel O (2020) Beyond model-based systems engineering towards managing complexity. Procedia CIRP 91:325–329. https://doi.org/10.1016/j.procir.2020.02.183

    Article  Google Scholar 

  • Mhenni F, Choley J, Penas O, Plateaux R, Hammadi M (2014) A SysML-based methodology for mechatronic systems architectural design. Mechatronics 28:218–231

    Google Scholar 

  • Morkevicius A, Aleksandraviciene A, Mazeika D, Bisikirskiene L, Strolia Z (2017) MBSE grid: A simplified sysml based approach for modeling complex systems. INCOSE Int. Symposium 27(1):136–150

    Article  Google Scholar 

  • Moulianitis V, Zachiotis GD, Aspragathos N (2018) A new index based on mechatronics abilities for the conceptual design evaluation. Mechatronics 49:67–76. https://doi.org/10.1016/j.mechatronics.2017.11.011

    Article  Google Scholar 

  • Portillo-Velez RJ, Burgos-Castro IA, Vazquez-Santacruz JA, Marin-Urias LF (2022) Integrated conceptual mechatronic design of a delta robot. Machines 10(3):45

    Article  Google Scholar 

  • Qamar A, Wikander J, During C (2011) Designing Mechatronic Systems: A Model Integration Approach. In: International Conference on Engineering Design, ICED11

  • Qamar A, Törngren M, Wikander J, During C (2010) Integrating multi-domain models for the design and development of mechatronic systems. In: 7th European Systems Engineering Conference. INCOSE, Stockholm

  • Rahman MAA, Mizukawa M (2013) Modeling and Design of Mechatronics System with SysML, Simscape and Simulink. In: IEEE/ASME Int. Conf. on Advanced Intelligent Mechatronics, pp. 1767–1773

  • Rashid M, Anwar M, Khan A (2015) Towards the tools selection in model based system engineering for embedded systems A systematic literature review. J Syst Software. https://doi.org/10.1016/j.jss.2015.04.089

    Article  Google Scholar 

  • Sell R, Tamre M (2005) Integration of V-model and SysML for Advanced Mechatronics System design. In: Int. Workshop on Research & Education in Mechatronics

  • Shani U, Jacobs S, Wengrowicz N, Dori D (2016) Engaging ontologies to break MBSE tools boundaries through semantic mediation. In: Conference on Systems Engineering Research

  • Sinha A, Malo P, Deb K (2018) A review on bilevel optimization: From classical to evolutionary approaches and applications. IEEE Trans Evolut Comput 22(2):276–295. https://doi.org/10.1109/TEVC.2017.2712906

    Article  Google Scholar 

  • Smith MJ, Jacobson KE, Afman JP (2018) Towards certification of computational fluid dynamics as numerical experiments for rotorcraft applications. Aeronaut J 122(1247):104–130. https://doi.org/10.1017/aer.2017.118

    Article  Google Scholar 

  • Stark R (2022) Virtual Product Creation in Industry. The Difficult Transformation from IT Enabler Technology to Core Engineering Competence, Springer, Berlin

    Book  Google Scholar 

  • Vahid S, Wang S (2019) Munich Agile MBSE concept (MAGIC). In: Wartzack, S., Schleich, B. (eds.) Proceedings of the Design Society: International Conference on Engineering Design, pp. 3701–3710. Cambridge University Press, Munich. https://doi.org/10.1017/dsi.2019.377

  • Vazquez-Santacruz JA, Torres-Figueroa J, Portillo-Velez R (2019) Design of a human-like biped locomotion system based on a novel mechatronic methodology. Concurr Eng 27(3):249–267

    Article  Google Scholar 

  • White paper prostep ivip association (2019) collaborative systems engineering on the basis of engineering it standards., 1–12

  • Wilking F, Sauer C, Schleich B, Wartzack S (2022) Integrating machine learning in digital twins by utilizing sysml system models. In: 2022 17th Annual System of Systems Engineering Conference (SOSE), pp. 297–302. IEEE, Rochester (2022)

  • Wu Y, Zhang K, Zhang Y (2021) Digital twin networks: A survey. IEEE Internet Things J 8(18):13789–13804. https://doi.org/10.1109/JIOT.2021.3079510

    Article  Google Scholar 

  • Zheng C, Bricogne M, Duigou J, Eynard B (2014) Survey on mechatronic engineering: A focus on design methods and product models. Adv Eng Inform 28(2014):257–341

    Google Scholar 

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Vazquez-Santacruz, J.A., Portillo-Velez, R., Torres-Figueroa, J. et al. Towards an integrated design methodology for mechatronic systems. Res Eng Design 34, 497–512 (2023). https://doi.org/10.1007/s00163-023-00416-4

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