Bayesian Sequential Experimental Design for Fatigue Tests

Authors

  • Miikka Väntänen
  • Joona Vaara
  • Jukka Aho
  • Jukka Kemppainen
  • Tero Frondelius Wärtsilä

DOI:

https://doi.org/10.23998/rm.64924

Keywords:

Bayesian inference, Bayesian experimental design, Non-linear continuous damage model, hierarchical modeling, Fisher Information

Abstract

A Bayesian sequential experimental design for fatigue testing was implemented on the basis on D-optimality and a non-linear continuous damage model. The design accounts for the whole range of testing levels.

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Published

2017-08-21

Issue

Vol. 50 No. 3 (2017)

Section

Articles

License

Copyright (c) 2017 Miikka Väntänen, Joona Vaara, Jukka Aho, Jukka Kemppainen, Tero Frondelius

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

How to Cite

Väntänen, M., Vaara, J., Aho, J., Kemppainen, J., & Frondelius, T. (2017). Bayesian Sequential Experimental Design for Fatigue Tests. Journal of Structural Mechanics, 50(3), 201-205. https://doi.org/10.23998/rm.64924