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Reliability Analysis Of Linear Dynamic Systems By Importance Sampling Separable Monte Carlo Technique


Reliability Analysis Of Linear Dynamic Systems By Importance Sampling Separable Monte Carlo Technique
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Reliability Analysis Of Linear Dynamic Systems By Importance Sampling Separable Monte Carlo Technique


Reliability Analysis Of Linear Dynamic Systems By Importance Sampling Separable Monte Carlo Technique
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Author : Badal Thapa
language : en
Publisher:
Release Date : 2020

Reliability Analysis Of Linear Dynamic Systems By Importance Sampling Separable Monte Carlo Technique written by Badal Thapa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Monte Carlo method categories.


For many problems, especially nonlinear systems, the reliability assessment must be done in the time domain. Monte-Carlo simulation (MCS) can accurately assess the reliability of the system. However, its computational cost is highly expensive for the complex dynamic system. Importance Sampling (IS) method is a more efficient method than standard MCS for the reliability assessment of a system. It has been applied to dynamic systems when the excitation is defined by a Power Spectral Density (PSD) function. The central idea of the IS method is about generating sample time histories using a sampling PSD and introducing the likelihood ratio to each replication to give the unbiased estimator of the probability of failure. Another more efficient method than MCS for the reliability assessment of the dynamic system is the Separable Monte-Carlo (SMC) method. However, this method has been applied to linear dynamic systems as following. It starts with the step of drawing frequencies from PSD of excitation, calculation of system responses to each frequency, and storing them in a database. Then the stored frequencies and the respective responses are chosen randomly with the replacement for each replication to find the system response to the linear combination of the respective sinusoidal functions. Therefore, SMC can assess the reliability of the system with a proper database. The size of the database would depend on the shape of the PSD function and the complexity of the system. This research proposed a new method by combining IS with SMC to assess the reliability of linear dynamic systems. In this method, the database of the proposed method formed by using a sampling PSD is used to estimate the reliability of the system for the true spectrum The proposed method is more efficient than both IS or SMC methods individually in terms of both computational time and accuracy. The proposed method is demonstrated using a 10-bar truss.



Encyclopedia Of Operations Research And Management Science


Encyclopedia Of Operations Research And Management Science
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Author : Saul I. Gass
language : en
Publisher: Springer Science & Business Media
Release Date : 2001

Encyclopedia Of Operations Research And Management Science written by Saul I. Gass and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Business & Economics categories.


Audience: Anyone concerned with the science, techniques and ideas of how decisions are made."--BOOK JACKET.



Electrical Electronics Abstracts


Electrical Electronics Abstracts
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Author :
language : en
Publisher:
Release Date : 1997

Electrical Electronics Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Electrical engineering categories.




Scientific And Technical Aerospace Reports


Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1989

Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Aeronautics categories.


Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.



Mathematical Reviews


Mathematical Reviews
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Author :
language : en
Publisher:
Release Date : 2005

Mathematical Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Mathematics categories.




Nasa Sp


Nasa Sp
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Author :
language : en
Publisher:
Release Date : 1992

Nasa Sp written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Aeronautics categories.




Physics Briefs


Physics Briefs
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Author :
language : en
Publisher:
Release Date : 1986

Physics Briefs written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Physics categories.




Aeronautical Engineering


Aeronautical Engineering
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Author :
language : en
Publisher:
Release Date : 1992

Aeronautical Engineering written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Aeronautics categories.


A selection of annotated references to unclassified reports and journal articles that were introduced into the NASA scientific and technical information system and announced in Scientific and technical aerospace reports (STAR) and International aerospace abstracts (IAA).



Conference Papers Index


Conference Papers Index
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Author :
language : en
Publisher:
Release Date : 1987

Conference Papers Index written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Engineering categories.




Aeronautical Engineering A Cumulative Index To A Continuing Bibliography Supplement 274


Aeronautical Engineering A Cumulative Index To A Continuing Bibliography Supplement 274
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Author :
language : en
Publisher:
Release Date : 1992

Aeronautical Engineering A Cumulative Index To A Continuing Bibliography Supplement 274 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.