Damage identification of structural systems by modal strain energy and an optimization-based iterative regularization method (original) (raw)
Yan Y, Cheng L, Wu Z, Yam L (2007) Development in vibration-based structural damage detection technique. Mech Syst Sig Process 21(5):2198–2211 Article Google Scholar
Das S, Saha P, Patro S (2016) Vibration-based damage detection techniques used for health monitoring of structures: a review. J Civ Struct Health Monit 6(3):477–507 Article Google Scholar
Daneshvar MH, Gharighoran A, Zareei SA, Karamodin A (2021) Early damage detection under massive data via innovative hybrid methods: application to a large-scale cable-stayed bridge. Struct Infrastruct Eng 17(7):902–920. https://doi.org/10.1080/15732479.2020.1777572 Article Google Scholar
Sarmadi H, Karamodin A (2020) A novel anomaly detection method based on adaptive Mahalanobis-squared distance and one-class kNN rule for structural health monitoring under environmental effects. Mech Syst Sig Process 140:106495. https://doi.org/10.1016/j.ymssp.2019.106495 Article Google Scholar
Sarmadi H, Entezami A, Saeedi Razavi B, Yuen K-V (2021) Ensemble learning-based structural health monitoring by Mahalanobis distance metrics. Struct Contr Health Monit 28(2):e2663. https://doi.org/10.1002/stc.2663 Article Google Scholar
Sarmadi H, Yuen K-V (2021) Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold. Comput Aided Civ Inf 36(9):1150–1167. https://doi.org/10.1111/mice.12635 Article Google Scholar
Sarmadi H, Entezami A, Ghalehnovi M (2020) On model-based damage detection by an enhanced sensitivity function of modal flexibility and LSMR-Tikhonov method under incomplete noisy modal data. Eng Comput. https://doi.org/10.1007/s00366-020-01041-8 Article Google Scholar
Sarmadi H, Entezami A, Daneshvar Khorram M (2020) Energy-based damage localization under ambient vibration and non-stationary signals by ensemble empirical mode decomposition and Mahalanobis-squared distance. J Vibrat Control 26(11–12):1012–1027. https://doi.org/10.1177/1077546319891306 ArticleMathSciNet Google Scholar
Daneshvar MH, Gharighoran A, Zareei SA, Karamodin A (2021) Structural health monitoring using high-dimensional features from time series modeling by innovative hybrid distance-based methods. J Civ Struct Health Monit 11(2):537–557. https://doi.org/10.1007/s13349-020-00466-5 Article Google Scholar
Ghiasi R, Fathnejat H, Torkzadeh P (2019) A three-stage damage detection method for large-scale space structures using forward substructuring approach and enhanced bat optimization algorithm. Eng Comput 35(3):857–874. https://doi.org/10.1007/s00366-018-0636-0 Article Google Scholar
Entezami A, Shariatmadar H, Karamodin A (2019) Data-driven damage diagnosis under environmental and operational variability by novel statistical pattern recognition methods. Struct Health Monit 18(5–6):1416–1443 Article Google Scholar
Worden K, Farrar C, Manson G, Park G (2007) The fundamental axioms of structural health monitoring. Proc R Soc A Math Phys Eng Sci 463(2082):1639 Google Scholar
Lin R, Mottershead J, Ng T (2020) A state-of-the-art review on theory and engineering applications of eigenvalue and eigenvector derivatives. Mech Syst Sig Process 138:106536 Article Google Scholar
Rezaiee-Pajand M, Entezami A, Sarmadi H (2020) A sensitivity-based finite element model updating based on unconstrained optimization problem and regularized solution methods. Struct Contr Health Monit 27(5):e2481. https://doi.org/10.1002/stc.2481 Article Google Scholar
Yan WJ, Ren WX (2011) A direct algebraic method to calculate the sensitivity of element modal strain energy. Int J Numer Method Biomed Eng 27:694–710 ArticleMATH Google Scholar
Kilmer ME, O’Leary DP (2001) Choosing regularization parameters in iterative methods for ill-posed problems. SIAM J Matrix Anal Appl 22(4):1204–1221 ArticleMathSciNetMATH Google Scholar
Rodriguez P, Wohlberg B An efficient algorithm for sparse representations with lp data fidelity term. In: Proceedings of 4th IEEE Andean Technical Conference (ANDESCON), 2008
Chung J, Palmer K (2015) A hybrid LSMR algorithm for large-scale Tikhonov regularization. SIAM J Sci Comput 37(5):S562–S580 ArticleMathSciNetMATH Google Scholar
Rao SS (2009) Engineering optimization: theory and practice. Wiley, New Jersey Book Google Scholar
Arora JS (2007) Optimization of structural and mechanical systems. World Scientific, Singapore Book Google Scholar
Esfandiari A, Bakhtiari-Nejad F, Rahai A (2013) Theoretical and experimental structural damage diagnosis method using natural frequencies through an improved sensitivity equation. Int J Mech Sci 70:79–89. https://doi.org/10.1016/j.ijmecsci.2013.02.006 Article Google Scholar
Hansen PC (2010) Discrete inverse problems: insight and algorithms. Society for Industrial and Applied Mathematics (SIAM), Philadelphia BookMATH Google Scholar
Farrar CR, Cornwell PJ, Doebling SW, Prime MB (2000) Structural health monitoring studies of the Alamosa Canyon and I-40 bridges. Los Alamos National Lab., NM (US)
Farrar CR, Jauregui DA (1998) Comparative study of damage identification algorithms applied to a bridge: I. Experiment. Smart Mater Struct 7:704–719 Article Google Scholar
Rao SS (2011) The finite element method in engineering. Elsevier Science, Amsterdam MATH Google Scholar
Chen H-P (2008) Application of regularization methods to damage detection in large scale plane frame structures using incomplete noisy modal data. Eng Struct 30(11):3219–3227 Article Google Scholar