Skip to main content
Top

2023 | OriginalPaper | Chapter

4. KI-Anwendungen in Pull-Produktion, JIT und Produktionsnivellierung

Authors : Tin-Chih Toly Chen, Yi-Chi Wang

Published in: Künstliche Intelligenz und schlanke Produktion

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Zusammenfassung

In einem schlanken Produktionssystem, um den Bestand an Fertigprodukten (oder in Bearbeitung, WIP) zu reduzieren, sind Pull-Produktion und Just-in-Time (JIT) zwei wichtige Techniken.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference G. Singh, I.S. Ahuja, Just-in-time manufacturing: literature review and directions. Int. J. Bus. Contin. Risk Manag. 3(1), 57–98 (2012)CrossRef G. Singh, I.S. Ahuja, Just-in-time manufacturing: literature review and directions. Int. J. Bus. Contin. Risk Manag. 3(1), 57–98 (2012)CrossRef
3.
go back to reference A. Susilawati, J. Tan, D. Bell, M. Sarwar, Fuzzy logic based method to measure degree of lean activity in manufacturing industry. J. Manuf. Syst. 34, 1–11 (2015)CrossRef A. Susilawati, J. Tan, D. Bell, M. Sarwar, Fuzzy logic based method to measure degree of lean activity in manufacturing industry. J. Manuf. Syst. 34, 1–11 (2015)CrossRef
4.
go back to reference M. Hanss, Applied Fuzzy Arithmetic (Springer-Verlag, 2005) M. Hanss, Applied Fuzzy Arithmetic (Springer-Verlag, 2005)
5.
go back to reference X.A. Koufteros, Testing a model of pull production: a paradigm for manufacturing research using structural equation modeling. J. Oper. Manag. 17(4), 467–488 (1999)CrossRef X.A. Koufteros, Testing a model of pull production: a paradigm for manufacturing research using structural equation modeling. J. Oper. Manag. 17(4), 467–488 (1999)CrossRef
6.
go back to reference F. Habibi, O. Birgani, H. Koppelaar, S. Radenović, Using fuzzy logic to improve the project time and cost estimation based on Project Evaluation and Review Technique (PERT). J. Proj. Manag. 3(4), 183–196 (2018) F. Habibi, O. Birgani, H. Koppelaar, S. Radenović, Using fuzzy logic to improve the project time and cost estimation based on Project Evaluation and Review Technique (PERT). J. Proj. Manag. 3(4), 183–196 (2018)
7.
go back to reference M.L. Pinedo, Scheduling: Theory, Algorithms, and Systems (Prentice Hall, 2012) M.L. Pinedo, Scheduling: Theory, Algorithms, and Systems (Prentice Hall, 2012)
8.
go back to reference P. Perico, J. Mattioli, Empowering process and control in lean 4.0 with artificial intelligence, in Third International Conference on Artificial Intelligence for Industries (2020), pp. 6–9 P. Perico, J. Mattioli, Empowering process and control in lean 4.0 with artificial intelligence, in Third International Conference on Artificial Intelligence for Industries (2020), pp. 6–9
9.
go back to reference T. Chen, A hybrid SOM-BPN approach to lot output time prediction in a wafer fab. Neural Process. Lett. 24(3), 271–288 (2006)CrossRef T. Chen, A hybrid SOM-BPN approach to lot output time prediction in a wafer fab. Neural Process. Lett. 24(3), 271–288 (2006)CrossRef
10.
go back to reference G. Lera, M. Pinzolas, Neighborhood based Levenberg–Marquardt algorithm for neural network training. IEEE Trans. Neural Netw. 13(5), 1200–1203 (2002)CrossRef G. Lera, M. Pinzolas, Neighborhood based Levenberg–Marquardt algorithm for neural network training. IEEE Trans. Neural Netw. 13(5), 1200–1203 (2002)CrossRef
11.
go back to reference T. Campbell, C. Williams, O. Ivanova, B. Garrett, Could 3D printing change the world. Technol. Potential Implic. Addit. Manuf. 10, 1–15 (2011) T. Campbell, C. Williams, O. Ivanova, B. Garrett, Could 3D printing change the world. Technol. Potential Implic. Addit. Manuf. 10, 1–15 (2011)
12.
go back to reference J. Calì, D.A. Calian, C. Amati, R. Kleinberger, A. Steed, J. Kautz, T. Weyrich, 3D-printing of non-assembly, articulated models. ACM Trans. Graph. 31(6), 130 (2012)CrossRef J. Calì, D.A. Calian, C. Amati, R. Kleinberger, A. Steed, J. Kautz, T. Weyrich, 3D-printing of non-assembly, articulated models. ACM Trans. Graph. 31(6), 130 (2012)CrossRef
13.
go back to reference T. Chen, Y.C. Lin, Feasibility evaluation and optimization of a smart manufacturing system based on 3D printing: a review. Int. J. Intell. Syst. 32(4), 394–413 (2017)CrossRef T. Chen, Y.C. Lin, Feasibility evaluation and optimization of a smart manufacturing system based on 3D printing: a review. Int. J. Intell. Syst. 32(4), 394–413 (2017)CrossRef
16.
go back to reference T. Chen, Y.C. Wang, An advanced fuzzy approach for modeling the yield improvement of making aircraft parts using 3D printing. Int. J. Adv. Manuf. Technol. 105(10), 4085–4095 (2019)MathSciNetCrossRef T. Chen, Y.C. Wang, An advanced fuzzy approach for modeling the yield improvement of making aircraft parts using 3D printing. Int. J. Adv. Manuf. Technol. 105(10), 4085–4095 (2019)MathSciNetCrossRef
17.
go back to reference Y.C. Wang, T. Chen, Y.L. Yeh, Advanced 3D printing technologies for the aircraft industry: a fuzzy systematic approach for assessing the critical factors. Int. J. Adv. Manuf. Technol. 105(10), 4059–4069 (2019)CrossRef Y.C. Wang, T. Chen, Y.L. Yeh, Advanced 3D printing technologies for the aircraft industry: a fuzzy systematic approach for assessing the critical factors. Int. J. Adv. Manuf. Technol. 105(10), 4059–4069 (2019)CrossRef
18.
go back to reference T.C.T. Chen, Y.C. Lin, A three-dimensional-printing-based agile and ubiquitous additive manufacturing system. Robot. Comput.-Integr. Manuf. 55, 88–95 (2019)CrossRef T.C.T. Chen, Y.C. Lin, A three-dimensional-printing-based agile and ubiquitous additive manufacturing system. Robot. Comput.-Integr. Manuf. 55, 88–95 (2019)CrossRef
19.
go back to reference Y.-C. Lin, T. Chen, A ubiquitous manufacturing network system. Robot. Comput.-Integr. Manuf. 45, 157–167 (2017)CrossRef Y.-C. Lin, T. Chen, A ubiquitous manufacturing network system. Robot. Comput.-Integr. Manuf. 45, 157–167 (2017)CrossRef
20.
go back to reference T. Chen, Creating a just-in-time location-aware service using fuzzy logic. Appl. Spat. Anal. Policy 26(9), 287–307 (2016)MathSciNetCrossRef T. Chen, Creating a just-in-time location-aware service using fuzzy logic. Appl. Spat. Anal. Policy 26(9), 287–307 (2016)MathSciNetCrossRef
21.
go back to reference T.C.T. Chen, Fuzzy approach for production planning by using a three-dimensional printing-based ubiquitous manufacturing system. AI EDAM 33(4), 458–468 (2019) T.C.T. Chen, Fuzzy approach for production planning by using a three-dimensional printing-based ubiquitous manufacturing system. AI EDAM 33(4), 458–468 (2019)
22.
go back to reference A. Vatankhah Barenji, Z. Li, W.M. Wang, G.Q. Huang, D.A. Guerra-Zubiaga, Blockchain-based ubiquitous manufacturing: a secure and reliable cyber-physical system. Int. J. Prod. Res. 58(7), 2200–2221 (2020) A. Vatankhah Barenji, Z. Li, W.M. Wang, G.Q. Huang, D.A. Guerra-Zubiaga, Blockchain-based ubiquitous manufacturing: a secure and reliable cyber-physical system. Int. J. Prod. Res. 58(7), 2200–2221 (2020)
25.
go back to reference H. Elghobary, A. Haridi, M. Naguib, Computerized work study approach to factory design. Comput. Ind. Eng. 13(1–4), 327–331 (1987)CrossRef H. Elghobary, A. Haridi, M. Naguib, Computerized work study approach to factory design. Comput. Ind. Eng. 13(1–4), 327–331 (1987)CrossRef
26.
go back to reference X. Xu, From cloud computing to cloud manufacturing. Robot. Comput.-Integr. Manuf. 28(1), 75–86 (2012)CrossRef X. Xu, From cloud computing to cloud manufacturing. Robot. Comput.-Integr. Manuf. 28(1), 75–86 (2012)CrossRef
27.
go back to reference F. Alharbi, A. Atkins, C. Stanier, Understanding the determinants of cloud computing adoption in Saudi healthcare organisations. Complex Intell. Syst. 2(3), 155–171 (2016)CrossRef F. Alharbi, A. Atkins, C. Stanier, Understanding the determinants of cloud computing adoption in Saudi healthcare organisations. Complex Intell. Syst. 2(3), 155–171 (2016)CrossRef
28.
go back to reference T. Chen, Y.-C. Wang, A fuzzy mid-term capacity and production planning model for a manufacturer under a cloud manufacturing environment. Complex Intell. Syst. 7, 71–85 (2021)CrossRef T. Chen, Y.-C. Wang, A fuzzy mid-term capacity and production planning model for a manufacturer under a cloud manufacturing environment. Complex Intell. Syst. 7, 71–85 (2021)CrossRef
Metadata
Title
KI-Anwendungen in Pull-Produktion, JIT und Produktionsnivellierung
Authors
Tin-Chih Toly Chen
Yi-Chi Wang
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-44280-3_4

Premium Partners