INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM
Cohesive zone model（ CZM） is widely in used integrity evaluation for composites with delamination damage,and accurately obtaining the CZM parameters has important effects on the evaluation results. In this paper,the inversion of CZM parameters is studied,and double-cantilever beam（ DCB） tests are ca...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Strength
2021-01-01
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| Series: | Jixie qiangdu |
| Subjects: | |
| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2021.02.006 |
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| _version_ | 1841535903854493696 |
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| author | RAO YuWen LIN RenBang YANG YanZhi YAN Gang |
| author_facet | RAO YuWen LIN RenBang YANG YanZhi YAN Gang |
| author_sort | RAO YuWen |
| collection | DOAJ |
| description | Cohesive zone model（ CZM） is widely in used integrity evaluation for composites with delamination damage,and accurately obtaining the CZM parameters has important effects on the evaluation results. In this paper,the inversion of CZM parameters is studied,and double-cantilever beam（ DCB） tests are carried out to obtain the load-displacement data at the loading point. Combined with the outputs of the corresponding forward finite element（ FE） model,an objective function is constructed and artificial bee colony（ ABC） algorithm is employed to optimally identify the CZM parameters. Numerical and experimental results have demonstrated that,ABC algorithm has better convergence and optimization ability than genetic（ GA） algorithm and particle swarm optimization（ PSO） algorithm; it has certain anti-noise capability that can optimally obtain the CZM parameters under different levels of measurement noise,and the simulated load-displacement data with the inversely identified parameters match the actual test ones well. |
| format | Article |
| id | doaj-art-e9b2b666418e4d0a80f649574b86c6ea |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-e9b2b666418e4d0a80f649574b86c6ea2025-01-15T02:26:29ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692021-01-014328729230610663INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHMRAO YuWenLIN RenBangYANG YanZhiYAN GangCohesive zone model（ CZM） is widely in used integrity evaluation for composites with delamination damage,and accurately obtaining the CZM parameters has important effects on the evaluation results. In this paper,the inversion of CZM parameters is studied,and double-cantilever beam（ DCB） tests are carried out to obtain the load-displacement data at the loading point. Combined with the outputs of the corresponding forward finite element（ FE） model,an objective function is constructed and artificial bee colony（ ABC） algorithm is employed to optimally identify the CZM parameters. Numerical and experimental results have demonstrated that,ABC algorithm has better convergence and optimization ability than genetic（ GA） algorithm and particle swarm optimization（ PSO） algorithm; it has certain anti-noise capability that can optimally obtain the CZM parameters under different levels of measurement noise,and the simulated load-displacement data with the inversely identified parameters match the actual test ones well.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2021.02.006Cohesive zone modelParameter inversionArtificial bee colony algorithmDouble-cantilever beam testsFinite element simulation |
| spellingShingle | RAO YuWen LIN RenBang YANG YanZhi YAN Gang INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM Jixie qiangdu Cohesive zone model Parameter inversion Artificial bee colony algorithm Double-cantilever beam tests Finite element simulation |
| title | INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM |
| title_full | INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM |
| title_fullStr | INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM |
| title_full_unstemmed | INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM |
| title_short | INVERSION OF PARAMETERS FOR COMPOSITE INTERLAYER COHESIVE ZONE MODEL BY USING ARTIFICIAL BEE COLONY ALGORITHM |
| title_sort | inversion of parameters for composite interlayer cohesive zone model by using artificial bee colony algorithm |
| topic | Cohesive zone model Parameter inversion Artificial bee colony algorithm Double-cantilever beam tests Finite element simulation |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2021.02.006 |
| work_keys_str_mv | AT raoyuwen inversionofparametersforcompositeinterlayercohesivezonemodelbyusingartificialbeecolonyalgorithm AT linrenbang inversionofparametersforcompositeinterlayercohesivezonemodelbyusingartificialbeecolonyalgorithm AT yangyanzhi inversionofparametersforcompositeinterlayercohesivezonemodelbyusingartificialbeecolonyalgorithm AT yangang inversionofparametersforcompositeinterlayercohesivezonemodelbyusingartificialbeecolonyalgorithm |