Assessment and propagation of mechanical property uncertainties in fatigue life prediction of composite laminates

Oscar Castro*, Kim Branner, Nikolay Krasimirov Dimitrov

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

A probabilistic model for estimating the fatigue life of laminated composite materials considering the uncertainty in their mechanical properties is developed. The uncertainty in the material properties is determined from fatigue coupon tests. Based on this uncertainty, probabilistic constant life diagrams are developed which can efficiently estimate probabilistic É›-N curves at any load level and stress ratio. The probabilistic É›-N curve information is used in a reliability analysis for fatigue limit state proposed for estimating the probability of failure of composite laminates under variable amplitude loading cycles. Fatigue life predictions of unidirectional and multi-directional glass/epoxy laminates are carried out to validate the proposed model against experimental data. The probabilistic fatigue behavior of laminates is analyzed under constant amplitude loading conditions as well as under both repeated block tests and spectral fatigue using the WISPER, WISPERX, and NEW WISPER load sequences for wind turbine blades.
Original languageEnglish
Article number002199831876562
JournalJournal of Composite Materials
ISSN0021-9983
DOIs
Publication statusPublished - 2018

Keywords

  • Uncertainty
  • Probabilistic
  • Fatigue
  • Mechanical properties
  • Laminates
  • Composite

Cite this

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title = "Assessment and propagation of mechanical property uncertainties in fatigue life prediction of composite laminates",
abstract = "A probabilistic model for estimating the fatigue life of laminated composite materials considering the uncertainty in their mechanical properties is developed. The uncertainty in the material properties is determined from fatigue coupon tests. Based on this uncertainty, probabilistic constant life diagrams are developed which can efficiently estimate probabilistic {\'E}›-N curves at any load level and stress ratio. The probabilistic {\'E}›-N curve information is used in a reliability analysis for fatigue limit state proposed for estimating the probability of failure of composite laminates under variable amplitude loading cycles. Fatigue life predictions of unidirectional and multi-directional glass/epoxy laminates are carried out to validate the proposed model against experimental data. The probabilistic fatigue behavior of laminates is analyzed under constant amplitude loading conditions as well as under both repeated block tests and spectral fatigue using the WISPER, WISPERX, and NEW WISPER load sequences for wind turbine blades.",
keywords = "Uncertainty, Probabilistic, Fatigue, Mechanical properties, Laminates, Composite",
author = "Oscar Castro and Kim Branner and Dimitrov, {Nikolay Krasimirov}",
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language = "English",
journal = "Journal of Composite Materials",
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T1 - Assessment and propagation of mechanical property uncertainties in fatigue life prediction of composite laminates

AU - Castro, Oscar

AU - Branner, Kim

AU - Dimitrov, Nikolay Krasimirov

PY - 2018

Y1 - 2018

N2 - A probabilistic model for estimating the fatigue life of laminated composite materials considering the uncertainty in their mechanical properties is developed. The uncertainty in the material properties is determined from fatigue coupon tests. Based on this uncertainty, probabilistic constant life diagrams are developed which can efficiently estimate probabilistic É›-N curves at any load level and stress ratio. The probabilistic É›-N curve information is used in a reliability analysis for fatigue limit state proposed for estimating the probability of failure of composite laminates under variable amplitude loading cycles. Fatigue life predictions of unidirectional and multi-directional glass/epoxy laminates are carried out to validate the proposed model against experimental data. The probabilistic fatigue behavior of laminates is analyzed under constant amplitude loading conditions as well as under both repeated block tests and spectral fatigue using the WISPER, WISPERX, and NEW WISPER load sequences for wind turbine blades.

AB - A probabilistic model for estimating the fatigue life of laminated composite materials considering the uncertainty in their mechanical properties is developed. The uncertainty in the material properties is determined from fatigue coupon tests. Based on this uncertainty, probabilistic constant life diagrams are developed which can efficiently estimate probabilistic É›-N curves at any load level and stress ratio. The probabilistic É›-N curve information is used in a reliability analysis for fatigue limit state proposed for estimating the probability of failure of composite laminates under variable amplitude loading cycles. Fatigue life predictions of unidirectional and multi-directional glass/epoxy laminates are carried out to validate the proposed model against experimental data. The probabilistic fatigue behavior of laminates is analyzed under constant amplitude loading conditions as well as under both repeated block tests and spectral fatigue using the WISPER, WISPERX, and NEW WISPER load sequences for wind turbine blades.

KW - Uncertainty

KW - Probabilistic

KW - Fatigue

KW - Mechanical properties

KW - Laminates

KW - Composite

U2 - 10.1177/0021998318765626

DO - 10.1177/0021998318765626

M3 - Journal article

JO - Journal of Composite Materials

JF - Journal of Composite Materials

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