Time-series methods for fault detection and identification in vibrating structures

被引:167
作者
Fassois, Spilios D. [1 ]
Sakellariou, John S. [1 ]
机构
[1] Univ Patras, SMS Grp, Dept Mech & Aeronaut Engn, GR-26500 Patras, Greece
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2007年 / 365卷 / 1851期
关键词
structural fault diagnosis; vibration-based methods; fault detection and identification; statistical methods; vibrating structures; time-series methods;
D O I
10.1098/rsta.2006.1929
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
An overview of the principles and techniques of time-series methods for fault detection, identification and estimation in vibrating structures is presented, and certain new methods are introduced. The methods are classified, and their features and operation are discussed. Their practicality and effectiveness are demonstrated through brief presentations of three case studies pertaining to fault detection, identification and estimation in an aircraft panel, a scale aircraft skeleton structure and a simple nonlinear simulated structure.
引用
收藏
页码:411 / 448
页数:38
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