Stochastic finite element analysis of composites

Randall Doles, Courtney Cole, Seyed Hamid Reza Sanei

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Composite materials can have a large variation in material properties, especially in the transverse direction. This can cause difficulty when designing with these materials and may lead to overdesigning the material. Using finite element software, a model was created to simulate failure of composite materials in the transverse direction. Using micrograph images, a simulation of microstructures was generated based on fiber volume fraction and special positioning of fibers. Using a multi-level approach, the material properties were calculated in the micromechanical model. The comparison of the obtained elastic properties with rule of mixture revealed that the transverse properties are poorly predicted by rule of mixture. A mesomechanical model was then developed based on the material properties obtained from the micromechanics model. Using a progressive failure approach, each element could independently be disabled when the element fails, causing a simulated propagation of failed material. The results showed that failure follows a Weibull distribution consistent with experimental observation. The developed stochastic model will allow for infinite possibilities of failure replicating experimental findings.

Original languageEnglish (US)
Title of host publication33rd Technical Conference of the American Society for Composites 2018
PublisherDEStech Publications Inc.
Pages2426-2437
Number of pages12
ISBN (Electronic)9781510872073
StatePublished - Jan 1 2018
Event33rd Technical Conference of the American Society for Composites 2018 - Seattle, United States
Duration: Sep 24 2018Sep 27 2018

Publication series

Name33rd Technical Conference of the American Society for Composites 2018
Volume4

Other

Other33rd Technical Conference of the American Society for Composites 2018
CountryUnited States
CitySeattle
Period9/24/189/27/18

Fingerprint

Finite element method
Materials properties
Composite materials
Micromechanics
Fibers
Weibull distribution
Stochastic models
Volume fraction
Microstructure
Direction compound

All Science Journal Classification (ASJC) codes

  • Mechanics of Materials
  • Surfaces, Coatings and Films
  • Metals and Alloys

Cite this

Doles, R., Cole, C., & Sanei, S. H. R. (2018). Stochastic finite element analysis of composites. In 33rd Technical Conference of the American Society for Composites 2018 (pp. 2426-2437). (33rd Technical Conference of the American Society for Composites 2018; Vol. 4). DEStech Publications Inc..
Doles, Randall ; Cole, Courtney ; Sanei, Seyed Hamid Reza. / Stochastic finite element analysis of composites. 33rd Technical Conference of the American Society for Composites 2018. DEStech Publications Inc., 2018. pp. 2426-2437 (33rd Technical Conference of the American Society for Composites 2018).
@inproceedings{a57f91ce9dc0405c92248d6eaf3fed49,
title = "Stochastic finite element analysis of composites",
abstract = "Composite materials can have a large variation in material properties, especially in the transverse direction. This can cause difficulty when designing with these materials and may lead to overdesigning the material. Using finite element software, a model was created to simulate failure of composite materials in the transverse direction. Using micrograph images, a simulation of microstructures was generated based on fiber volume fraction and special positioning of fibers. Using a multi-level approach, the material properties were calculated in the micromechanical model. The comparison of the obtained elastic properties with rule of mixture revealed that the transverse properties are poorly predicted by rule of mixture. A mesomechanical model was then developed based on the material properties obtained from the micromechanics model. Using a progressive failure approach, each element could independently be disabled when the element fails, causing a simulated propagation of failed material. The results showed that failure follows a Weibull distribution consistent with experimental observation. The developed stochastic model will allow for infinite possibilities of failure replicating experimental findings.",
author = "Randall Doles and Courtney Cole and Sanei, {Seyed Hamid Reza}",
year = "2018",
month = "1",
day = "1",
language = "English (US)",
series = "33rd Technical Conference of the American Society for Composites 2018",
publisher = "DEStech Publications Inc.",
pages = "2426--2437",
booktitle = "33rd Technical Conference of the American Society for Composites 2018",
address = "United States",

}

Doles, R, Cole, C & Sanei, SHR 2018, Stochastic finite element analysis of composites. in 33rd Technical Conference of the American Society for Composites 2018. 33rd Technical Conference of the American Society for Composites 2018, vol. 4, DEStech Publications Inc., pp. 2426-2437, 33rd Technical Conference of the American Society for Composites 2018, Seattle, United States, 9/24/18.

Stochastic finite element analysis of composites. / Doles, Randall; Cole, Courtney; Sanei, Seyed Hamid Reza.

33rd Technical Conference of the American Society for Composites 2018. DEStech Publications Inc., 2018. p. 2426-2437 (33rd Technical Conference of the American Society for Composites 2018; Vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Stochastic finite element analysis of composites

AU - Doles, Randall

AU - Cole, Courtney

AU - Sanei, Seyed Hamid Reza

PY - 2018/1/1

Y1 - 2018/1/1

N2 - Composite materials can have a large variation in material properties, especially in the transverse direction. This can cause difficulty when designing with these materials and may lead to overdesigning the material. Using finite element software, a model was created to simulate failure of composite materials in the transverse direction. Using micrograph images, a simulation of microstructures was generated based on fiber volume fraction and special positioning of fibers. Using a multi-level approach, the material properties were calculated in the micromechanical model. The comparison of the obtained elastic properties with rule of mixture revealed that the transverse properties are poorly predicted by rule of mixture. A mesomechanical model was then developed based on the material properties obtained from the micromechanics model. Using a progressive failure approach, each element could independently be disabled when the element fails, causing a simulated propagation of failed material. The results showed that failure follows a Weibull distribution consistent with experimental observation. The developed stochastic model will allow for infinite possibilities of failure replicating experimental findings.

AB - Composite materials can have a large variation in material properties, especially in the transverse direction. This can cause difficulty when designing with these materials and may lead to overdesigning the material. Using finite element software, a model was created to simulate failure of composite materials in the transverse direction. Using micrograph images, a simulation of microstructures was generated based on fiber volume fraction and special positioning of fibers. Using a multi-level approach, the material properties were calculated in the micromechanical model. The comparison of the obtained elastic properties with rule of mixture revealed that the transverse properties are poorly predicted by rule of mixture. A mesomechanical model was then developed based on the material properties obtained from the micromechanics model. Using a progressive failure approach, each element could independently be disabled when the element fails, causing a simulated propagation of failed material. The results showed that failure follows a Weibull distribution consistent with experimental observation. The developed stochastic model will allow for infinite possibilities of failure replicating experimental findings.

UR - http://www.scopus.com/inward/record.url?scp=85059433202&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85059433202&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85059433202

T3 - 33rd Technical Conference of the American Society for Composites 2018

SP - 2426

EP - 2437

BT - 33rd Technical Conference of the American Society for Composites 2018

PB - DEStech Publications Inc.

ER -

Doles R, Cole C, Sanei SHR. Stochastic finite element analysis of composites. In 33rd Technical Conference of the American Society for Composites 2018. DEStech Publications Inc. 2018. p. 2426-2437. (33rd Technical Conference of the American Society for Composites 2018).