Application of fuzzy finite element method in addressing the presence of uncertainties

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • A.Y.N. Yusmye
  • A. K. Ariffin
  • S. Abdullah
  • S.S.K. Singh
  • M. Beer

Research Organisations

External Research Organisations

  • Universiti Kebangsaan Malaysia
  • Universiti Malaysia Perlis
View graph of relations

Details

Original languageEnglish
Title of host publicationSafety and Reliability
Subtitle of host publicationSafe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018
EditorsCoen van Gulijk, Stein Haugen, Anne Barros, Jan Erik Vinnem, Trond Kongsvik
Pages2701-2706
Number of pages6
Edition1st Edition
ISBN (electronic)9781351174664
Publication statusPublished - 2018
Event28th International European Safety and Reliability Conference, ESREL 2018 - Trondheim, Norway
Duration: 17 Jun 201821 Jun 2018

Abstract

This research works is focused on the analysis of Fuzzy Finite-Element Method (FFEM) with the present of uncertainties. In considering a major engineering science problems, like damage processes or loading in consequence of real incident, uncertainty are present. Uncertainty is due to lack of data, an abundance of information, conflicting information and subjective beliefs. With that reason, the present of uncertainties is needed to avoid for prevent the failure of the material in engineering. The goals of this study are to analyzed and determine the application of FFEM by taking into consideration of the epistemic uncertainties involved toward the single edge crack plate and beam. Since it is crucial to develop an effective approach to model the epistemic uncertainties, the fuzzy system is proposed to deal with the selected problem. Fuzzy system theory is a non-probabilistic method, and this method is most appropriate to interpret the uncertainty compared to statistical approach when the deal with the lack of data. Fuzzy system theory contains a number of processes started from converting the crisp input to fuzzy input through fuzzification process and followed by the main process known as mapping process. In mapping process stage, the combination of fuzzy system and finite element method are proposed. In this study, the fuzzy inputs are numerically integrated based on extension principle method. Obtained solutions are depicted in terms of figures and tables to show the efficiency and reliability of the present analysis.

ASJC Scopus subject areas

Cite this

Application of fuzzy finite element method in addressing the presence of uncertainties. / Yusmye, A.Y.N.; Ariffin, A. K.; Abdullah, S. et al.
Safety and Reliability: Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018. ed. / Coen van Gulijk; Stein Haugen; Anne Barros; Jan Erik Vinnem; Trond Kongsvik. 1st Edition. ed. 2018. p. 2701-2706.

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Yusmye, AYN, Ariffin, AK, Abdullah, S, Singh, SSK & Beer, M 2018, Application of fuzzy finite element method in addressing the presence of uncertainties. in C van Gulijk, S Haugen, A Barros, JE Vinnem & T Kongsvik (eds), Safety and Reliability: Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018. 1st Edition edn, pp. 2701-2706, 28th International European Safety and Reliability Conference, ESREL 2018, Trondheim, Norway, 17 Jun 2018. https://doi.org/10.1201/9781351174664-340, https://doi.org/10.15488/9255
Yusmye, A. Y. N., Ariffin, A. K., Abdullah, S., Singh, S. S. K., & Beer, M. (2018). Application of fuzzy finite element method in addressing the presence of uncertainties. In C. van Gulijk, S. Haugen, A. Barros, J. E. Vinnem, & T. Kongsvik (Eds.), Safety and Reliability: Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (1st Edition ed., pp. 2701-2706) https://doi.org/10.1201/9781351174664-340, https://doi.org/10.15488/9255
Yusmye AYN, Ariffin AK, Abdullah S, Singh SSK, Beer M. Application of fuzzy finite element method in addressing the presence of uncertainties. In van Gulijk C, Haugen S, Barros A, Vinnem JE, Kongsvik T, editors, Safety and Reliability: Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018. 1st Edition ed. 2018. p. 2701-2706 doi: 10.1201/9781351174664-340, 10.15488/9255
Yusmye, A.Y.N. ; Ariffin, A. K. ; Abdullah, S. et al. / Application of fuzzy finite element method in addressing the presence of uncertainties. Safety and Reliability: Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018. editor / Coen van Gulijk ; Stein Haugen ; Anne Barros ; Jan Erik Vinnem ; Trond Kongsvik. 1st Edition. ed. 2018. pp. 2701-2706
Download
@inproceedings{76d1399154c3473bbc81ba8139154b3d,
title = "Application of fuzzy finite element method in addressing the presence of uncertainties",
abstract = "This research works is focused on the analysis of Fuzzy Finite-Element Method (FFEM) with the present of uncertainties. In considering a major engineering science problems, like damage processes or loading in consequence of real incident, uncertainty are present. Uncertainty is due to lack of data, an abundance of information, conflicting information and subjective beliefs. With that reason, the present of uncertainties is needed to avoid for prevent the failure of the material in engineering. The goals of this study are to analyzed and determine the application of FFEM by taking into consideration of the epistemic uncertainties involved toward the single edge crack plate and beam. Since it is crucial to develop an effective approach to model the epistemic uncertainties, the fuzzy system is proposed to deal with the selected problem. Fuzzy system theory is a non-probabilistic method, and this method is most appropriate to interpret the uncertainty compared to statistical approach when the deal with the lack of data. Fuzzy system theory contains a number of processes started from converting the crisp input to fuzzy input through fuzzification process and followed by the main process known as mapping process. In mapping process stage, the combination of fuzzy system and finite element method are proposed. In this study, the fuzzy inputs are numerically integrated based on extension principle method. Obtained solutions are depicted in terms of figures and tables to show the efficiency and reliability of the present analysis.",
author = "A.Y.N. Yusmye and Ariffin, {A. K.} and S. Abdullah and S.S.K. Singh and M. Beer",
note = "Publisher Copyright: {\textcopyright} 2018 Taylor & Francis Group, London. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.; 28th International European Safety and Reliability Conference, ESREL 2018 ; Conference date: 17-06-2018 Through 21-06-2018",
year = "2018",
doi = "10.1201/9781351174664-340",
language = "English",
isbn = "9780815386827",
pages = "2701--2706",
editor = "{van Gulijk}, Coen and Stein Haugen and Anne Barros and Vinnem, {Jan Erik} and Trond Kongsvik",
booktitle = "Safety and Reliability",
edition = "1st Edition",

}

Download

TY - GEN

T1 - Application of fuzzy finite element method in addressing the presence of uncertainties

AU - Yusmye, A.Y.N.

AU - Ariffin, A. K.

AU - Abdullah, S.

AU - Singh, S.S.K.

AU - Beer, M.

N1 - Publisher Copyright: © 2018 Taylor & Francis Group, London. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.

PY - 2018

Y1 - 2018

N2 - This research works is focused on the analysis of Fuzzy Finite-Element Method (FFEM) with the present of uncertainties. In considering a major engineering science problems, like damage processes or loading in consequence of real incident, uncertainty are present. Uncertainty is due to lack of data, an abundance of information, conflicting information and subjective beliefs. With that reason, the present of uncertainties is needed to avoid for prevent the failure of the material in engineering. The goals of this study are to analyzed and determine the application of FFEM by taking into consideration of the epistemic uncertainties involved toward the single edge crack plate and beam. Since it is crucial to develop an effective approach to model the epistemic uncertainties, the fuzzy system is proposed to deal with the selected problem. Fuzzy system theory is a non-probabilistic method, and this method is most appropriate to interpret the uncertainty compared to statistical approach when the deal with the lack of data. Fuzzy system theory contains a number of processes started from converting the crisp input to fuzzy input through fuzzification process and followed by the main process known as mapping process. In mapping process stage, the combination of fuzzy system and finite element method are proposed. In this study, the fuzzy inputs are numerically integrated based on extension principle method. Obtained solutions are depicted in terms of figures and tables to show the efficiency and reliability of the present analysis.

AB - This research works is focused on the analysis of Fuzzy Finite-Element Method (FFEM) with the present of uncertainties. In considering a major engineering science problems, like damage processes or loading in consequence of real incident, uncertainty are present. Uncertainty is due to lack of data, an abundance of information, conflicting information and subjective beliefs. With that reason, the present of uncertainties is needed to avoid for prevent the failure of the material in engineering. The goals of this study are to analyzed and determine the application of FFEM by taking into consideration of the epistemic uncertainties involved toward the single edge crack plate and beam. Since it is crucial to develop an effective approach to model the epistemic uncertainties, the fuzzy system is proposed to deal with the selected problem. Fuzzy system theory is a non-probabilistic method, and this method is most appropriate to interpret the uncertainty compared to statistical approach when the deal with the lack of data. Fuzzy system theory contains a number of processes started from converting the crisp input to fuzzy input through fuzzification process and followed by the main process known as mapping process. In mapping process stage, the combination of fuzzy system and finite element method are proposed. In this study, the fuzzy inputs are numerically integrated based on extension principle method. Obtained solutions are depicted in terms of figures and tables to show the efficiency and reliability of the present analysis.

UR - http://www.scopus.com/inward/record.url?scp=85058087623&partnerID=8YFLogxK

U2 - 10.1201/9781351174664-340

DO - 10.1201/9781351174664-340

M3 - Conference contribution

AN - SCOPUS:85058087623

SN - 9780815386827

SP - 2701

EP - 2706

BT - Safety and Reliability

A2 - van Gulijk, Coen

A2 - Haugen, Stein

A2 - Barros, Anne

A2 - Vinnem, Jan Erik

A2 - Kongsvik, Trond

T2 - 28th International European Safety and Reliability Conference, ESREL 2018

Y2 - 17 June 2018 through 21 June 2018

ER -

By the same author(s)