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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Structural Engineering and Mechanics, An Int'l Journal Structural Engineering and Mechanics, An Int'l Journal Vol.54 No.2
- 발행연도
- 2015.1
- 수록면
- 221 - 237 (17page)
이용수
초록· 키워드
오류제보하기
An integrated method is proposed for structural nonlinear damage detection based on time seriesanalysis and the higher statistical moments of structural responses in this study. It combines the time seriesanalysis, the higher statistical moments of AR model residual errors and the fuzzy c-means (FCM) clusteringtechniques. A few comprehensive damage indexes are developed in the arithmetic and geometric mean ofthe higher statistical moments, and are classified by using the FCM clustering method to achieve nonlineardamage detection. A series of the measured response data, downloaded from the web site of the Los AlamosNational Laboratory (LANL) USA, from a three-storey building structure considering the environmentalvariety as well as different nonlinear damage cases, are analyzed and used to assess the performance of thenew nonlinear damage detection method. The effectiveness and robustness of the new proposed method arefinally analyzed and concluded.
목차
등록된 정보가 없습니다.
참고문헌 (31)
참고문헌 신청
Bezdek, J. C. / 1981 / Pattern recognition with fuzzy objective function algorithm / Plenum Press
Box, G. / 1976 / Time series analysis: forecasting and control / Prentice Hall
Carden, E.P. / 2008 / ARMA modelled time-series classification for structural health monitoring of civil infrastructure / Mech. Syst. Sig. Proc 22(2):295~314
Carden, E.P. / 2004 / Vibration based condition monitoring: a review / Struct. Hlth. Monit 3(4):355~377
Chen, L.J. / 2013 / Structural nonlinear damage identification algorithm based on time series ARMA/GARCH model / Adv. Struct. Eng 16(9):1597~1609
Box, G. / 1976 / Time series analysis: forecasting and control / Prentice Hall
Carden, E.P. / 2008 / ARMA modelled time-series classification for structural health monitoring of civil infrastructure / Mech. Syst. Sig. Proc 22(2):295~314
Carden, E.P. / 2004 / Vibration based condition monitoring: a review / Struct. Hlth. Monit 3(4):355~377
Chen, L.J. / 2013 / Structural nonlinear damage identification algorithm based on time series ARMA/GARCH model / Adv. Struct. Eng 16(9):1597~1609
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