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Volume 1, Issue 1
  • ISSN: 2666-2949
  • E-ISSN: 2666-2957

Abstract

The industry 4.0 transition is becoming crucial for organizations. The literature reviewed showed that whilst there are many studies on industry 4.0 assessment that help organizations to evaluate their current state, limited studies exist for road-mapping activities.

The main aim of this study is to construct a model that leads organizations to their fourth industrial revolution transition. Companies, especially small and medium-sized ones (SMEs) need clear, agile and efficient road maps because of their limited resources. Lack of a procedure that guides organizations in the right way is the motivation of this study.

A linguistic fuzzy inference system is used in this study. Concepts are determined and relations between concepts with if-then rules have been constructed according to the expert opinion. MATLAB R2015a is used for the inference system.

An exemplary case is considered and the results show that the inference system can provide company-specific roadmaps. To which extend an industry 4.0 concept should be taken into account for a company can be seen with the proposed method.

The proposed method showed that specific and agile roadmaps could be obtained. Because of the dependency of expert opinion for the fuzzy rule base, different methods for obtaining rules and relations may be a future research direction.

© 2022 Bentham Science Publishers
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2022-04-01
2024-11-26

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References

  1. KohleggerM. MaierR. ThalmannS. "Understanding maturity models. Results of a structured content analysis",Proceedings of IKNOW ‘09 and I-SEMANTICS ’0920095161
     [Google Scholar]
  2. ElibalK. ÖzceylanE. A systematic literature review for industry 4.0 maturity modeling: State of art and future challenges.Kybernetes202010.1108/K‑07‑2020‑0472
     [Google Scholar]
  3. PöppelbußJ. ÖglingerM.R. What makes a useful maturity model? A framework of general design principles for maturity models and its demonstration in business process management19th European Conference on Information SystemsHelsinki2011
     [Google Scholar]
  4. GanzarainJ. ErrastiN. Three stage maturity model in SME’s towards industry 4.0.J. Ind. Eng. Manag.2016951119112810.3926/jiem.2073
     [Google Scholar]
  5. PesslE. SorkoS.R. MayerB. Roadmap industry 4.0 implementation guideline for enterprises.Inter. J. Sci. Techno. Soci.20175619320210.11648/j.ijsts.20170506.14
     [Google Scholar]
  6. De CarolisA. MacchiM. NegriE. TerziS. Guiding manufacturing companies towards digitalization a methodology for supporting manufacturing companies in defining their digitalization roadmapIn International Conference on Engineering, Technology and Innova-tion (ICE/ITMC)2018487495
     [Google Scholar]
  7. SchumacherA. NemethT. SihnW. "Roadmapping towards industrial digitalization based on an Industry 4.0 maturity model for manufacturing enterprises",Procedia CIRP20197940941410.1016/j.procir.2019.02.110
     [Google Scholar]
  8. XiaonanS.H.I. TakenoriB.A.B.A. OsagawaD. FujishimaM. TeruakiI.T.O. A maturity model for sustainable system implementa-tion in the era of smart manufacturingIn 24th IEEE International Conference on Emerging Technologies and Factory Automation (ET-FA)201916491652
     [Google Scholar]
  9. IssaA. HatibogluB. BildsteinA. BauernhanslT. Industrie 4.0 roadmap: Framework for digital transformation based on the con-cepts of capability maturity and alignment.Procedia CIRP20187297397810.1016/j.procir.2018.03.151
     [Google Scholar]
  10. RauchE. UnterhoferM. RojasR.A. GualtieriL. WoschankM. MattD.T. A maturity level-based assessment tool to enhance the implementation of industry 4.0 in small and medium-sized enterprises.Sustainability2020129355910.3390/su12093559
     [Google Scholar]
  11. StiefP. DantanJ.Y. EtienneA. SiadatA. A new methodology to analyze the functional and physical architecture of existing prod-ucts for an assembly oriented product family identification.Procedia CIRP201870475210.1016/j.procir.2018.02.026
     [Google Scholar]
  12. SchuhG. AnderlR. GausemeierJ. ten HompelM. WahlsterW. Industry 4.0 maturity index. Managing the digital transformation of companiesAvailable from: https://en.acatech.de/publication/industrie-4-0-maturity-index-update-2020/ [Last Accessed: 17-12-2020]
     [Google Scholar]
  13. BibbyL. DeheB. Defining and assessing industry 4.0 maturity levels–case of the defence sector.Prod. Plann. Contr.201829121030104310.1080/09537287.2018.1503355
     [Google Scholar]
  14. SchumacherA. ErolS. SihnW. A maturity model for assessing Industry 4.0 readiness and maturity of manufacturing enterprises.Procedia CIRP201652116116610.1016/j.procir.2016.07.040
     [Google Scholar]
  15. LichtblauK. StichV. IMPULS-industrie 4.0-readiness.Available from: http://industrie40.vdma.org/documents/4214230/5356229/Industrie%204.0%20Readiness%20Study%20English.pdf/f6de92c1-74ed-4790-b6a4-74b30b1e83f0 [Accessed: 17-12-2020]
  16. AkdilK.A. UstundagA. CevikcanE. "Maturity and readiness model for industry 4.0 strategy".In Industry 4.0: Managing the Digital Transformation.Springer Series in Advanced Manufacturing2018619310.1007/978‑3‑319‑57870‑5_4
     [Google Scholar]
  17. AnderlR. PicardA. WangY. FleischerJ. DoschS. KleeB. BauerJ. Guideline industrie 4.0-guiding principles for the implementa-tion of industrie 4.0 in small and medium sized businessesAvailable from: https://industrie40.vdma.org/documents/4214230/0/Guideline%20Industrie%204.0.pdf/70abd403-cb04-418a-b20f-76d6d3490c05 [Last Accessed: 17-12-2020]
     [Google Scholar]
  18. LuY. Industry 4.0: A survey on technologies, applications and open research issues.J. Ind. Inf. Integr.2017611010.1016/j.jii.2017.04.005
     [Google Scholar]
  19. GhobakhlooM. The future of manufacturing industry: a strategic roadmap toward Industry 4.0.J. Manuf. Tech. Manag.201829691093610.1108/JMTM‑02‑2018‑0057
     [Google Scholar]
  20. MamdaniE.H. AssilianS. “An experiment in linguistic synthesis with a fuzzy logic controller”, Int.J. Man-machine Studies19757111310.1016/S0020‑7373(75)80002‑2
     [Google Scholar]
  21. ZimmermanH.J. "Fuzzy set theory and its applications"USAKluwer Academic Publishers200110.1007/978‑94‑010‑0646‑0
     [Google Scholar]
/content/journals/flme/10.2174/2666294901666210713142801
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Industry 4.0 Roadmapping: A Fuzzy Linguistic Approach
Journal of Fuzzy Logic and Modeling in Engineering 1, E130721194759 (2022); https://doi.org/10.2174/2666294901666210713142801
/content/journals/flme/10.2174/2666294901666210713142801
/content/journals/flme/10.2174/2666294901666210713142801
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  • Article Type:     Research Article
Keyword(s): fuzzy linguistic; fuzzy logic; Industry 4.0; mamdani; maturity models; road-mapping

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