Self‐calibrating Bayesian real‐time system identification

[1]  Hossein Mobahi,et al.  A Bayesian State-Space Approach for Damage Detection and Classification , 2017 .

[2]  Ka-Veng Yuen,et al.  Recent developments of Bayesian model class selection and applications in civil engineering , 2010 .

[3]  Jun Hu,et al.  Bayesian operational modal analysis and Markov chain Monte Carlo-based model updating of a factory building , 2017 .

[4]  M. Hoshiya,et al.  Structural Identification by Extended Kalman Filter , 1984 .

[5]  Ting-Hua Yi,et al.  Characterization and extraction of global positioning system multipath signals using an improved particle-filtering algorithm , 2011 .

[6]  Ting-Hua Yi,et al.  Reviews on innovations and applications in structural health monitoring for infrastructures , 2014 .

[7]  C. S. Huang,et al.  Identification of Instantaneous Modal Parameter of Time‐Varying Systems via a Wavelet‐Based Approach and Its Application , 2014, Comput. Aided Civ. Infrastructure Eng..

[8]  Charles R. Farrar,et al.  The fundamental axioms of structural health monitoring , 2007, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[9]  F. A. DiazDelaO,et al.  Bayesian updating and model class selection with Subset Simulation , 2015, 1510.06989.

[10]  Hui Li,et al.  Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring , 2014, Comput. Aided Civ. Infrastructure Eng..

[11]  Nicholas Fisco,et al.  Smart structures: Part I—Active and semi-active control , 2011 .

[12]  James L. Beck,et al.  Structural Model Updating and Health Monitoring with Incomplete Modal Data Using Gibbs Sampler , 2006, Comput. Aided Civ. Infrastructure Eng..

[13]  Eleni Chatzi,et al.  The unscented Kalman filter and particle filter methods for nonlinear structural system identification with non‐collocated heterogeneous sensing , 2009 .

[14]  J. Beck,et al.  Bayesian State and Parameter Estimation of Uncertain Dynamical Systems , 2006 .

[15]  Hyo Seon Park,et al.  Modal Response‐Based Visual System Identification and Model Updating Methods for Building Structures , 2017, Comput. Aided Civ. Infrastructure Eng..

[16]  尹涛,et al.  Noise analysis for sensitivity-based structural damage detection , 2007 .

[17]  Ka-Veng Yuen,et al.  Online estimation of noise parameters for Kalman filter , 2013 .

[18]  Raimondo Betti,et al.  A Hybrid Optimization Algorithm with Bayesian Inference for Probabilistic Model Updating , 2015, Comput. Aided Civ. Infrastructure Eng..

[19]  Thiago Ritto,et al.  Bayesian model selection of hyperelastic models for simple and pure shear at large deformations , 2015 .

[20]  Ka-Veng Yuen,et al.  Structural health monitoring of Canton Tower using Bayesian framework , 2012 .

[21]  Marzuki Khalid,et al.  Nonlinear Identification of a Magneto-Rheological Damper Based on Dynamic Neural Networks , 2014, Comput. Aided Civ. Infrastructure Eng..

[22]  Mircea Grigoriu,et al.  Model selection for a class of stochastic processes or random fields with bounded range , 2009 .

[23]  Ka-Veng Yuen,et al.  Estimation of water retention curve of granular soils from particle-size distribution — a Bayesian probabilistic approach , 2012 .

[24]  Costas Papadimitriou,et al.  Fatigue predictions in entire body of metallic structures from a limited number of vibration sensors using Kalman filtering , 2011 .

[25]  Hojjat Adeli,et al.  System identification in structural engineering , 2012 .

[26]  Tao Yin,et al.  Application of two‐dimensional spatial wavelet transform in the detection of an obstructed crack on a thin plate , 2012 .

[27]  Ka-Veng Yuen,et al.  Online updating and uncertainty quantification using nonstationary output-only measurement , 2016 .

[28]  Ka-Veng Yuen,et al.  Investigation of modal identification and modal identifiability of a cable-stayed bridge with Bayesian framework , 2016 .

[29]  Huan Zhou,et al.  A Computationally Efficient Algorithm for Real‐Time Tracking the Abrupt Stiffness Degradations of Structural Elements , 2016, Comput. Aided Civ. Infrastructure Eng..

[30]  J. Beck.  Bayesian system identification based on probability logic , 2010 .

[31]  Ka-Veng Yuen,et al.  Novel Outlier-Resistant Extended Kalman Filter for Robust Online Structural Identification , 2015 .

[32]  Ka-Veng Yuen,et al.  Study of the attenuation relationship for the Wenchuan Ms 8.0 earthquake , 2015, Earthquake Engineering and Engineering Vibration.

[33]  Ka-Veng Yuen,et al.  Efficient Bayesian sensor placement algorithm for structural identification: a general approach for multi‐type sensory systems , 2015 .

[34]  Stephen J. Roberts,et al.  Adaptive BCI based on variational Bayesian Kalman filtering: an empirical evaluation , 2004, IEEE Transactions on Biomedical Engineering.

[35]  Sami F. Masri,et al.  Finite Element Model Updating Using Evolutionary Strategy for Damage Detection , 2011, Comput. Aided Civ. Infrastructure Eng..

[36]  Ka-Veng Yuen,et al.  Real‐Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification , 2015, Comput. Aided Civ. Infrastructure Eng..

[37]  J. Beck,et al.  Model Selection using Response Measurements: Bayesian Probabilistic Approach , 2004 .

[38]  Andrew W. Smyth,et al.  Online Bayesian model assessment using nonlinear filters , 2017 .

[39]  Wang-Ji Yan,et al.  Operational Modal Parameter Identification from Power Spectrum Density Transmissibility , 2012, Comput. Aided Civ. Infrastructure Eng..

[40]  Elias B. Kosmatopoulos,et al.  Development of adaptive modeling techniques for non-linear hysteretic systems , 2002 .

[41]  Heung-Fai Lam,et al.  A Bayesian Probabilistic Approach for Crack Characterization in Plate Structures , 2010, Comput. Aided Civ. Infrastructure Eng..

[42]  Maria Q. Feng,et al.  Long-Term Monitoring and Identification of Bridge Structural Parameters , 2009 .

[43]  James L. Beck,et al.  Bayesian Updating and Model Class Selection for Hysteretic Structural Models Using Stochastic Simulation , 2008 .

[44]  Ka-Veng Yuen,et al.  Ground Motion Prediction Equation Development by Heterogeneous Bayesian Learning , 2016, Comput. Aided Civ. Infrastructure Eng..

[45]  Jean-Philippe Noël,et al.  Nonlinear system identification in structural dynamics: 10 more years of progress , 2017 .

[46]  Sai Hung Cheung,et al.  Calculation of Posterior Probabilities for Bayesian Model Class Assessment and Averaging from Posterior Samples Based on Dynamic System Data , 2010, Comput. Aided Civ. Infrastructure Eng..

[47]  Ting-Hua Yi,et al.  Multi-stage structural damage diagnosis method based on "energy-damage" theory , 2013 .

[48]  J. Hensman,et al.  Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference , 2012 .

[49]  C. Papadimitriou,et al.  A probabilistic approach to structural model updating , 1998 .

[50]  Y. Lin,et al.  A Decentralized Control Algorithm for Large‐Scale Building Structures , 2012, Comput. Aided Civ. Infrastructure Eng..

[51]  Sankaran Mahadevan,et al.  Bayesian wavelet packet denoising for structural system identification , 2007 .

[52]  Hojjat Adeli,et al.  Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures , 2016 .

[53]  Yoshiyuki Suzuki,et al.  Identification of hysteretic systems with slip using bootstrap filter , 2004 .

[54]  Ka-Veng Yuen,et al.  Bayesian Methods for Updating Dynamic Models , 2011 .

[55]  Ka-Veng Yuen,et al.  Novel nonparametric modeling of seismic attenuation and directivity relationship , 2016 .

[56]  Mohammed Ismail,et al.  The Hysteresis Bouc-Wen Model, a Survey , 2009 .

[57]  R. E. Kalman,et al.  A New Approach to Linear Filtering and Prediction Problems , 2002 .

[58]  E. Chatzi,et al.  Online Bayesian Identification of Non-Smooth Systems , 2017 .

[59]  J. Ching,et al.  Transitional Markov Chain Monte Carlo Method for Bayesian Model Updating, Model Class Selection, and Model Averaging , 2007 .

[60]  B. F. Spencer,et al.  STATE OF THE ART OF STRUCTURAL CONTROL , 2003 .

[61]  Ka-Veng Yuen,et al.  Modeling of environmental influence in structural health assessment for reinforced concrete buildings , 2010 .