Skip to main content
Top

2016 | OriginalPaper | Chapter

SDM Framework as a Support for Decision-Making Traceability in Design of Experiments Process

Authors : Farouk Belkadi, Luca Dall’Olio, Gilles Besombes, Alain Bernard

Published in: Product Lifecycle Management for Digital Transformation of Industries

Publisher: Springer International Publishing

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

search-config
loading …

Abstract

During the design of experiments process several simulations and experimentations are performed to evaluate all design solutions’ alternatives. Technical meetings toke place regularly with the aim to select the product parameters and their values range to be considered in each simulation as well as the resolution methods and algorithms. One of the major problems concerns the lack of traceability and connections between all these design decisions and simulation results along the design process. A Simulation Data Management framework is proposed in this paper as a solution to resolve such kind of problems. This will enhance the final performance of the design of experiment process by reducing time of resolution and ensuring consistency of all simulation parameters, decisions and results.

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 Kleiner, S., Anderl, R., Gräb, R.: A collaborative design system for product data integration. J. Eng. Des. 14(4), 421–428 (2003)CrossRef Kleiner, S., Anderl, R., Gräb, R.: A collaborative design system for product data integration. J. Eng. Des. 14(4), 421–428 (2003)CrossRef
3.
go back to reference Brand, S.C.: A process data warehouse for tracing and reuse of engineering design process. In: The Second International Conference on Innovations in Information Technology, ICIIT 2005, Dubaï (2005) Brand, S.C.: A process data warehouse for tracing and reuse of engineering design process. In: The Second International Conference on Innovations in Information Technology, ICIIT 2005, Dubaï (2005)
4.
go back to reference Charles, S.: Gestion intégrée de données CAO et EF. Contribution à la liaison entre conception mécanique et calcul de structures, Ph.D. thesis, Univ. Technologie de Troyes (2005) Charles, S.: Gestion intégrée de données CAO et EF. Contribution à la liaison entre conception mécanique et calcul de structures, Ph.D. thesis, Univ. Technologie de Troyes (2005)
5.
go back to reference Giles Jr., H.F., Wagner Jr., J.R., Eldridge, M.M.I: Design of Experiments, Extrusion: The Definitive Processing Guide and Handbook Plastics Design Library, pp. 291–308 (2014) Giles Jr., H.F., Wagner Jr., J.R., Eldridge, M.M.I: Design of Experiments, Extrusion: The Definitive Processing Guide and Handbook Plastics Design Library, pp. 291–308 (2014)
6.
go back to reference Chen, V.C.P., Tsui, K.L., Barton, R.R., Meckesheimer, M.: A review on design, modeling and applications of computer experiments. IIE Trans. 38(4), 273–291 (2006)CrossRef Chen, V.C.P., Tsui, K.L., Barton, R.R., Meckesheimer, M.: A review on design, modeling and applications of computer experiments. IIE Trans. 38(4), 273–291 (2006)CrossRef
7.
go back to reference Simpson, T.W., Peplinski, J.D., Koch, P.N., Allen, J.K.: Metamodels for computer-based engineering design: survey and recommendations. Eng. Comput. 17(2), 129–150 (2001)CrossRefMATH Simpson, T.W., Peplinski, J.D., Koch, P.N., Allen, J.K.: Metamodels for computer-based engineering design: survey and recommendations. Eng. Comput. 17(2), 129–150 (2001)CrossRefMATH
8.
go back to reference Castric, S., Denis-Vidal, L., Cherfi, Z., Blanchard, G.J., Boudaoud, N.: Modeling pollutant emissions of diesel engine based on kriging models: a comparison between geostatistic and Gaussian process approach. In: 14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2012, Bucharest, vol. 14, pp. 1708–1715 (2012) Castric, S., Denis-Vidal, L., Cherfi, Z., Blanchard, G.J., Boudaoud, N.: Modeling pollutant emissions of diesel engine based on kriging models: a comparison between geostatistic and Gaussian process approach. In: 14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2012, Bucharest, vol. 14, pp. 1708–1715 (2012)
9.
go back to reference Charles, S., Ducellier, G., Eynard, B.: CAD and FEA integration in a simulation data management environment based on a knowledge based system. TMCE, Ljubljana, pp. 1719–1730 (2006) Charles, S., Ducellier, G., Eynard, B.: CAD and FEA integration in a simulation data management environment based on a knowledge based system. TMCE, Ljubljana, pp. 1719–1730 (2006)
10.
go back to reference Assouroko, I., Ducellier, G., Belkadi, F., Eynard, B., Boutinaud, P.: Improvement of engineering design and numerical simulation data exchange based on requirements deployment: a conceptual framework. In: 7th International Conference on Product Lifecycle Management, Bremen, Germany, pp. 487–497 (2010) Assouroko, I., Ducellier, G., Belkadi, F., Eynard, B., Boutinaud, P.: Improvement of engineering design and numerical simulation data exchange based on requirements deployment: a conceptual framework. In: 7th International Conference on Product Lifecycle Management, Bremen, Germany, pp. 487–497 (2010)
11.
go back to reference Bosch-Mauchand, M., Belkadi, F., Bricogne, M., Eynard, B.: Knowledge based assessment of manufacturing process performance: integration of product lifecycle management and value chain simulation approaches. Int. J. Comput. Integr. Manuf. 26(5), 453–473 (2013)CrossRef Bosch-Mauchand, M., Belkadi, F., Bricogne, M., Eynard, B.: Knowledge based assessment of manufacturing process performance: integration of product lifecycle management and value chain simulation approaches. Int. J. Comput. Integr. Manuf. 26(5), 453–473 (2013)CrossRef
12.
go back to reference Blondet, G., Belkadi, F., Le Duigou, J., Boudaoud, N.: Towards a knowledge based framework for numerical design of experiment optimization and management. Comput.-Aided Des. Appl. 13(6), 872–884 (2016) Blondet, G., Belkadi, F., Le Duigou, J., Boudaoud, N.: Towards a knowledge based framework for numerical design of experiment optimization and management. Comput.-Aided Des. Appl. 13(6), 872–884 (2016)
Metadata
Title
SDM Framework as a Support for Decision-Making Traceability in Design of Experiments Process
Authors
Farouk Belkadi
Luca Dall’Olio
Gilles Besombes
Alain Bernard
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-54660-5_25

Premium Partner