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A review of the research progress of structural damage identification method based on computational intelligence techniques

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a comprehensive review of computational Intelligence(CI) technology applied in structural damage identification, clarifies the basic principles of computational intelligence techniques, as well as the applicable difficulties that exist in the field of structural damage identification(SDI) from 6 aspects: fuzzy theory, evidence theory, rough set theory, artificial neural networks, support vector machines and evolutionary computation, and then discussed the applicable prospects of computational Intelligence in SDI. It points out that the reasonable cross-fusion of a variety of CI method to specific research object is a necessary means for SDI research. For economy and practicality considerations, CI is suitable for highly integrated complex structural damage identification.

源语言英语
主期刊名Advances in Computational Modeling and Simulation
1494-1502
页数9
DOI
出版状态已出版 - 2014
活动2nd International Conference on Advances in Computational Modeling and Simulation, ACMS 2013 - Kunming, 中国
期限: 17 7月 201319 7月 2013

出版系列

姓名Applied Mechanics and Materials
444-445
ISSN(印刷版)1660-9336
ISSN(电子版)1662-7482

会议

会议2nd International Conference on Advances in Computational Modeling and Simulation, ACMS 2013
国家/地区中国
Kunming
时期17/07/1319/07/13

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