Structural Damage Identification with a Tuning-free Hybrid Extended Kalman Filter
作者： Da Yo Yun , Taehoon Hong , Dong-Eun Lee , Hyo Seon Park
DOI: 10.1080/10168664.2020.1797614
关键词:
摘要: As a time domain system identification method, the extended Kalman filter (EKF) has been continuously used for structural damage identification. The performance of EKF varies greatly depending ...
elsevier.com
sci-hub.st 参考文章(53)
Ronald T. Kneusel, Fixed-Point Numbers Springer, Cham. pp. 157- 179 ,(2015) , 10.1007/978-3-319-17260-6_5
Y. Lei, C. Liu, L. J. Liu, Identification of multistory shear buildings under unknown earthquake excitation using partial output measurements: numerical and experimental studies Structural Control & Health Monitoring. ,vol. 21, pp. 774- 783 ,(2013) , 10.1002/STC.1600
Abdullah Al-Hussein, Achintya Haldar, Unscented Kalman filter with unknown input and weighted global iteration for health assessment of large structural systems Structural Control & Health Monitoring. ,vol. 23, pp. 156- 175 ,(2016) , 10.1002/STC.1764
Ruigen Yao, Shamim N. Pakzad, Time and frequency domain regression‐based stiffness estimation and damage identification Structural Control & Health Monitoring. ,vol. 21, pp. 356- 380 ,(2014) , 10.1002/STC.1570
N. Rezaei, H. Kordabadi, A. Elkamel, A. Jahanmiri, AN OPTIMAL EXTENDED KALMAN FILTER DESIGNED BY GENETIC ALGORITHMS Chemical Engineering Communications. ,vol. 196, pp. 602- 615 ,(2008) , 10.1080/00986440802483996
Yuanxi Yang, Weiguang Gao, An Optimal Adaptive Kalman Filter Journal of Geodesy. ,vol. 80, pp. 177- 183 ,(2006) , 10.1007/S00190-006-0041-0
Vinay A. Bavdekar, Anjali P. Deshpande, Sachin C. Patwardhan, Identification of process and measurement noise covariance for state and parameter estimation using extended Kalman filter Journal of Process Control. ,vol. 21, pp. 585- 601 ,(2011) , 10.1016/J.JPROCONT.2011.01.001
S.W. Park, H.S. Park, J.H. Kim, Hojjat Adeli, 3D displacement measurement model for health monitoring of structures using a motion capture system Measurement. ,vol. 59, pp. 352- 362 ,(2015) , 10.1016/J.MEASUREMENT.2014.09.063
Jaleel Valappil, Christos Georgakis, Systematic estimation of state noise statistics for extended Kalman filters AIChE Journal. ,vol. 46, pp. 292- 308 ,(2000) , 10.1002/AIC.690460209
Duan Wang, Achintya Haldar, System Identification with Limited Observations and without Input Journal of Engineering Mechanics. ,vol. 123, pp. 504- 511 ,(1997) , 10.1061/(ASCE)0733-9399(1997)123:5(504)