An evidence-based fuzzy approach for the safety analysis of uncertain systems

Singiresu S Rao, Kiran K. Annamdas

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

9 Citations (Scopus)

Abstract

The application of Dempster Shafer theory for combining multiple sources of evidence to handle the uncertainties present in engineering systems is well established. In this work, a fuzzy approach is presented for the safety analysis of uncertain engineering systems in the presence of multiple sources of evidence. The α-cut approach is used to represent the fuzzy membership functions of the uncertain parameters. The existence of large epistemic uncertainty information for each of the uncertain parameters is assumed to be available in the form of interval-valued data from multiple sources. The fuzzy membership function of the response of the system (such as the margin of safety) is computed by applying fuzzy arithmetic to the mathematical formulation of the system. A new procedure is introduced to calculate bounds on the response of the system such as the margin of safety. A new methodology, termed the Weighted Fuzzy Theory for Intervals (WFTI), is proposed for combining evidence when different credibilities are associated with the various sources of evidence. The application of the proposed methods is illustrated by considering the design of a welded beam involving multiple uncertain parameters. The results obtained using the proposed WFTI method are verified to converge to those obtained using the fuzzy approach when all the credibilities tend to have an identical value of unity.

Original languageEnglish
Title of host publicationCollection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference
StatePublished - Dec 1 2009
Event50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference - Palm Springs, CA, United States
Duration: May 4 2009May 7 2009

Other

Other50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference
CountryUnited States
CityPalm Springs, CA
Period5/4/095/7/09

Fingerprint

Uncertain systems
Membership functions
Systems engineering
Uncertainty

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Mechanics of Materials
  • Building and Construction
  • Architecture

Cite this

Rao, S. S., & Annamdas, K. K. (2009). An evidence-based fuzzy approach for the safety analysis of uncertain systems. In Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference [2009-2263]

An evidence-based fuzzy approach for the safety analysis of uncertain systems. / Rao, Singiresu S; Annamdas, Kiran K.

Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2009. 2009-2263.

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

Rao, SS & Annamdas, KK 2009, An evidence-based fuzzy approach for the safety analysis of uncertain systems. in Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference., 2009-2263, 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Palm Springs, CA, United States, 5/4/09.
Rao SS, Annamdas KK. An evidence-based fuzzy approach for the safety analysis of uncertain systems. In Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2009. 2009-2263
Rao, Singiresu S ; Annamdas, Kiran K. / An evidence-based fuzzy approach for the safety analysis of uncertain systems. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2009.
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