SIA OpenIR  > 工业控制网络与系统研究室
A structural damage detection and classification algorithm based on clone selection
Zhou Y(周悦); Jia XS(贾雪松); Qiao F(乔枫); Zang CZ(臧传治)
作者部门工业控制网络与系统研究室
会议名称2013 5th International Conference on Modelling, Identification and Control, ICMIC 2013
会议日期August 31 - September 2, 2013
会议地点Cairo, Egypt
会议主办者Cairo University; Faculty of Engineering; International Journal of Modelling, Identification and Control; Egyptian Engineers Syndicate; The Institute of Electrical and Electronics Engineers (IEEE)
会议录名称2013 Proceedings of International Conference on Modelling, Identification and Control, ICMIC 2013
出版者IEEE Computer Society
出版地Washington, DC
2013
页码333-338
收录类别EI
EI收录号20135217146942
产权排序2
ISBN号978-0-9567157-3-9
关键词Algorithms Antibodies Cloning Damage Detection Experiments Identification (Control Systems) Immune System Semiconductor Storage Structural Analysis Structural Health Monitoring
摘要Inspired by identification ability of biological immune system, damage detection and classification problem in structural health monitoring is studied based on the autonomous, adaptive and evolutional artificial immune theory and method. A structural damage detection and classification algorithm based on clone selection principle is proposed. The algorithm samples data of structure model as antigen which stimulates the antibody sets. In order to improve the quality of memory cells, the antibodies go through learning and evolving process including cloning, mutation and selection. At last memory cell sets of high quality are used to detect and classify measured data. The experiment results of the proposed algorithm using benchmark structure model show that the algorithm can identify and classify the structural patterns exactly. The parameter settings which can achieve high classification success rate are proposed on the results analysis of experiment in this paper.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/14576
专题工业控制网络与系统研究室
推荐引用方式
GB/T 7714
Zhou Y,Jia XS,Qiao F,et al. A structural damage detection and classification algorithm based on clone selection[C]//Cairo University; Faculty of Engineering; International Journal of Modelling, Identification and Control; Egyptian Engineers Syndicate; The Institute of Electrical and Electronics Engineers (IEEE). Washington, DC:IEEE Computer Society,2013:333-338.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
A structural damage (1103KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhou Y(周悦)]的文章
[Jia XS(贾雪松)]的文章
[Qiao F(乔枫)]的文章
百度学术
百度学术中相似的文章
[Zhou Y(周悦)]的文章
[Jia XS(贾雪松)]的文章
[Qiao F(乔枫)]的文章
必应学术
必应学术中相似的文章
[Zhou Y(周悦)]的文章
[Jia XS(贾雪松)]的文章
[Qiao F(乔枫)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: A structural damage detection and classification algorithm based on clone selection.pdf
格式: Adobe PDF
此文件暂不支持浏览
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。