Structural damage assessment using improved Dempster-Shafer data fusion algorithm-中国期刊网

摘要 Asanefficienttoolinhandlinguncertainissues,Dempster-Shaferevidencetheoryhasbeenincreasinglyusedinstructuralhealthmonitoringanddamagedetection.Inapplications,however,Dempster-Shaferevidencetheorysometimesleadstocounter-intuitiveresults.Inthisstudy,anewfusionalgorithmofevidencetheoryisputforwardtoaddressvariouscounter-intuitiveproblemsandmanagethereliabilitydifferenceoftheevidence.Theproposedalgorithmcomprisesthefollowingaspects:(1)Dempster’scombinationruleisgeneralizedbyintroducingtheconceptofevidenceullage.ThenewruleallowsclassicalDempster’sruleandcanresolvecounter-intuitiveproblemscausebyevidenceconflictandevidencecompatibility;(2)areliabilityassessingmethodbasedonaprioriandposteriorknowledgeisproposed.Comparedwithconventionalreliabilityassessment,theproposedmethodcanreflecttheactualevidencereliabilitiesandcanefficientlyreducedecisionrisk.Numericalexamplesconfirmthevalidityandutilityoftheproposedalgorithm.Inaddition,anexperimentalinvestigationonaspatialtrussstructureiscarriedouttoillustratetheidentifiedabilityoftheproposedapproach.Theresultsindicatethatthefusionalgorithmhasnostrictrequestontheaccuracyandconsistencyofevidencesourcesandcanefficientlyenhancediagnosticaccuracy.

1岳士弘;李跃峰;栗伟清;王化祥. Fusion of ERT Images Based on Dempster-Shafer＇s Evidence Theory.高等教育学,2013-06.
2Zhang Kaipeng Wu Daihua. HOMOTOPY CONTINUATION ALGORITHM FOR STRUCTURAL DAMAGE IDENTIFICATION.固体力学,2005-03.
3WANG Shuqing;LIU Fushun;ZHANG Min. Modal Strain Energy Based Structural Damage Localization for Offshore Platform using Simulated and Measured Data.海洋科学,2014-03.
4G.P. Cimellaro;G. Scura;C.S. Renschler;A.M. Reinhom;H.U. Kim. Rapid building damage assessment system using mobile phone technology.地震学,2014-03.
5ZHAOTingchao HUANGShanglian 等. Structural Damage Assessment by an Embedded Fiberoptic Sensor Array and Tts ANN Signal Processor.物理电子学,1996-03.
6Guillaume Brysbaert Frangois-Xavier Pellay Sebastian Noth Amdt Benecke. Quality Assessment of Transcriptome Data Using Intrinsic Statistical Properties.分子生物学,2010-01.
7Jianming ZHU;Xiaodong HU. IMPROVED ALGORITHM FOR MINIMUM DATA AGGREGATION TIME PROBLEM IN WIRELESS SENSOR NETWORKS.系统科学,2008-04.
8ZHANG Jingxiong. AN IMPROVED ALGORITHM FOR SUPERVISED FUZZY C-MEANS CLUSTERING OF REMOTELY SENSED DATA.测绘科学与技术,2000-01.
9Xiaofei Zhang;Dazhuan Xu. Angle estimation in bistatic MIMO radar using improved reduced dimension Capon algorithm.物理电子学,2013-01.
10S. Nagarajaiah;B. Basu. Output only modal identification and structural damage detection using time frequency ＆ wavelet techniques.地震学,2009-04.

Structural damage assessment using improved Dempster-Shafer data fusion algorithm

来源期刊

相关推荐

同分类资源更多

相关关键词

Structural damage assessment using improved Dempster-Shafer data fusion algorithm

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多