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Introduction to Finite-element-model Updating

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Finite-element-model Updating Using Computional Intelligence Techniques

Abstract

This chapter introduces finite-element-model updating. Direct and iterative updating procedures are explained. Some basic features on finite-element modeling are elucidated. Essential elements on vibration testing and analysis are explained and these include the domains in which data can be represented. These domains are in the modal, frequency and time–frequency spaces. Finite-element-model updating techniques are then reviewed and these can be broadly categorized into: matrix update methods, sensitivity-based techniques, iterative optimization procedures, Bayesian methods and computational intelligence techniques. Computational intelligence technques, which are the subject of this book, are then reviewed in detail.

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References

  • ABAQUS: (1994) ABAQUS Users Manual (Ver 5.4). Hibbitt, Karlsson and Sorensen, Inc, Pawtucket, Rhode Island

    Google Scholar 

  • Allemang RJ, Brown DL (1982) A Correlation Coefficient for Modal Vector Analysis. In: Proc of the 1st Intl Modal Anal Conf:01–18

    Google Scholar 

  • Alvin KF (1996) Finite Element Model Updating via Bayesian Estimation and Minimisation of Dynamic Residuals. In: Proc of the 14th Intl Modal Anal Conf:428–431

    Google Scholar 

  • Araújo dos Santos JV, Lopes HMR, Vaz M, Mota Soares CM, Mota Soares CA, de Freitas MJM (2006) Damage Localization in Laminated Composite Plates Using Mode Shapes Measured by Pulsed TV Holography. Compos Struct 76:272–281

    Article  Google Scholar 

  • Arora V, Singh SP, Kundra TK (2009) Finite Element Model Updating with Damping Identification (2009) J of Sound and Vib 324:1111–1123

    Article  Google Scholar 

  • Babuska I, Banerjee U, Osborn JE (2004) Generalized Finite Element Methods: Main Ideas, Results, and Perspective. Intl J of Comput Methods 1:67–103

    Article  MATH  Google Scholar 

  • Bakir PG, Reynders E, De Roeck G (2007) Sensitivity-based Finite Element Model Updating Using Constrained Optimization with a Trust Region Algorithm. J of Sound and Vib 305:211–225

    Article  Google Scholar 

  • Baran NM (1988) Finite Element Analysis on Microcomputers. New York: McGraw-Hill Book Company

    Google Scholar 

  • Baruch M (1978) Optimisation Procedure to Correct Stiffness and Flexibility Matrices Using Vibration Data. Am Inst of Aeronaut and Astronaut J 16:1208–1210

    MATH  Google Scholar 

  • Baruch M, Bar Itzhack IY (1978) Optimum Weighted Orthogonalization of Measured Modes. Am Inst of Aeronaut and Astronaut J 20:1623–1626

    Google Scholar 

  • Bayraktar A, AltuniÅŸik AC, Sevim B, Türker T (2009) Finite Element Model Updating of Kömürhan Highway Bridge [Kömürhan Köprüsünün Sonlu Eleman Model IyileÅŸtirilmesi]. Teknik Dergi / Tech J of Turk Chamb of Civ Eng 20:4675–4700

    Google Scholar 

  • Ben-Haim Y, Prells U (1993) Selective Sensitivity in the Frequency Domain, Part I: Theory. Mech Syst and Signal Process 7:461–475

    Article  Google Scholar 

  • Berman A, Nagy EJ (1983) Improvement of Large Analytical Model Using Test Data. Am Inst of Aeronaut and Astronaut J 21:1168–1173

    Google Scholar 

  • Boggs PT, Tolle JW (1995) Sequential Quadratic Programming. Acta Numerica 4:01–51

    Article  MathSciNet  Google Scholar 

  • Bürmen A, Puhan J, Tuma T (2006) Grid Restrained Nelder-Mead Algorithm. Comput Optim Appl 34:359–375

    Article  MATH  MathSciNet  Google Scholar 

  • Carvalho J, Datta BN, Gupta A, Lagadapati M (2007) A Direct Method for Model Updating with Incomplete Measured Data and Without Spurious Modes. Mech Syst and Signal Process 21:2715–2731

    Article  Google Scholar 

  • Cawley P, Adams RD (1979) The Location of Defects from Measurements of Natural Frequencies. J of Strain Anal 14:49–57

    Article  Google Scholar 

  • Chandrupatla TR, Belegudu AD (2002) Introduction to Finite Elements in Engineering. Prentice Hall, New Jersey

    Google Scholar 

  • Chen JC, Garba JA (1980) Analytical Model Improvement Using Modal Test Results. Am Inst of Aeronaut and Astronaut J 18:684–690

    Google Scholar 

  • Chen KN (2006) Model Updating and Optimum Designs for V-shaped Atomic Force Microscope Probes. Eng Optim 38:755–770

    Article  Google Scholar 

  • Chen S, Fu C, Isam S (2009) Finite Element Analysis of Jointed Rock Masses Reinforced by Fully-grouted Bolts and Shotcrete Lining. Intl J of Rock Mech and Min Sci 46:19–30

    Article  Google Scholar 

  • Courant R, Robbins H (1941) What is Mathematics? Oxford University Press, New York

    Google Scholar 

  • D’Ambrogio W, Zobel PB (1994) Damage Detection in Truss Structures Using a Direct Updating Technique. In: Proc of the 19th Intl Seminar for Modal Anal:657–667

    Google Scholar 

  • Dunn SA (1998) The Use of Genetic Algorithms and Stochastic Hill-climbing in Dynamic Finite-element Model Identification. Comput and Struct 66:489–497

    Article  MATH  Google Scholar 

  • Easley SK, Pal S, Tomaszewski PR, Petrella AJ, Rullkoetter PJ, Laz PJ (2007) Finite Element-based Probabilistic Analysis Tool for Orthopaedic Applications. Comput Methods and Programs in Biomed 85:32–40

    Article  Google Scholar 

  • Esfandiari A, Bakhtiari-Nejad F, Rahai A, Sanayei M (2009) Structural Model Updating Using Frequency Response Function and Quasi-linear Sensitivity Equation (2009) J of Sound and Vib 326:557–573

    Article  Google Scholar 

  • Ewins DJ (1995) Modal Testing: Theory and Practice. Research Studies Press, Letchworth

    Google Scholar 

  • Fang S, Perera R (2009) Power Mode Shapes for Early Damage Detection in Linear Structures. J of Sound and Vib 324:40–56

    Article  Google Scholar 

  • Farrar CR, Baker WE, Bell TM, Cone KM, Darling TW, Duffey TA, Eklund A, Migliori A (1994) Dynamic Characteristics and Damage Detection in the I-40 Bridge over the Rio Grande. Los Alamos National Laboratory Report LA-12767-MS

    Google Scholar 

  • Faverjon B, Sinou JJ (2009) Identification of an Open Crack in a Beam Using a Posteriori Error Estimator of the Frequency Response Functions with Noisy Measurements. Eur J of Mech – A / Solids 28:75–85

    Article  MATH  Google Scholar 

  • Fei Q, Li A, Miao C (2006) Dynamic Finite Element Model Updating Using Meta-model and Genetic Algorithm. J of Southeast Univ (Engl Ed) 22:213–217

    Google Scholar 

  • Feng FZ, Kim YH, Yang BS (2006) Applications of Hybrid Optimization Techniques for Model Updating of Rotor Shafts. Struct and Multidiscip Optim 32:65–75

    Article  Google Scholar 

  • Fox RL, Kapoor MP (1968) Rates of Change of Eigenvalues and Eigenvectors. Am Inst of Aeronaut and Astronaut J 6:2426–2429

    MATH  Google Scholar 

  • Friswell MI, Mottershead JE (1995) Finite Element Model Updating in Structural Dynamics. Kluwer Academic Publishers Group, Norwell

    MATH  Google Scholar 

  • Friswell MI, Penny JET, Wilson DAL (1994) Using Vibration Data and Statistical Measures to Locate Damage in Structures. Modal Anal: The Intl J of Anal and Exp Modal Anal 9:239–254

    Google Scholar 

  • Guyan RJ (1965) Reduction of Stiffness and Mass Matrices. Am Inst of Aeronaut and Astronaut J 3:380

    Google Scholar 

  • Gysin H (1990) Comparison of Expansion Methods for FE Model Localization. In: Proc of the 8th Intl Modal Anal Conf:195–204

    Google Scholar 

  • Hastings JK, Juds MA, Brauer JR (1985) Accuracy and Economy of Finite Element Magnetic Analysis. 33rd Annu Natl Relay Conf:45–50

    Google Scholar 

  • Haug EF, Choi KK (1984) Structural Design Sensitivity with Generalized Global Stiffness and Mass Matrices. Am Inst of Aeronaut and Astronaut J 22:1299–1303

    MATH  MathSciNet  Google Scholar 

  • He HX, Yan WM, Wang Z (2008) Stepwise Model Updating Method Based on Substructures and GA-ANN. Eng Mech 25:99–105

    Google Scholar 

  • Hemez FM (1993) Theoretical and Experimental Correlation between Finite Element Models and Modal Tests in the Context of Large Flexible Structures. PhD Dissertation, University of Colorado, Boulder

    Google Scholar 

  • Hemez FM, Doebling SW (1999) Validation of Bayesian Finite Element Model Updating for Linear Dynamics. In: Proc of the Intl Modal Anal Conf - IMAC 2: 1545–1555

    Google Scholar 

  • Hlilou A, Ben Naceur I, Saï K, Gérard C, Forest S, Cailletaud G (2009) Generalization of the Polycrystalline β-model: Finite Element Assessment and Application to Softening Material Behavior. Comput Mater Sci 45:1104–1112

    Article  Google Scholar 

  • Hrennikoff A (1941) Solution of Problems of Elasticity by the Frame-Work Method. ASME J Appl Mech 8:A619–A715

    MathSciNet  Google Scholar 

  • Huang M, Zhu H (2008) Finite Element Model Updating of Bridge Structures Based on Sensitivity Analysis and Optimization Algorithm. Wuhan Univ J of Nat Sci 13:87–92

    Article  Google Scholar 

  • Imregun M, Ewins DJ (1993) An Investigation into Mode Shape Expansion Techniques. In: Proc of the 11th Intl Modal Anal Conf:168–175

    Google Scholar 

  • Imregun M, Visser WJ, Ewins DJ (1995) Finite Element Model Updating Using Frequency Response Function Data-I. Theory and Initial Investigation. Mech Syst and Signal Process 9:187–202

    Article  Google Scholar 

  • Irons B, Shrive N (1983) Finite Element Primer. John Wiley

    Google Scholar 

  • Jaishi B, Kim HJ, Kim MK, Ren WX, Lee SH (2007) Finite Element Model Updating of Concrete-filled Steel Tubular Arch Bridge Under Operational Condition Using Modal Flexibility. Mech Syst and Signal Process 21:2406–2426

    Article  Google Scholar 

  • Jaishi B, Ren WX (2007) Finite Element Model Updating Based on Eigenvalue and Strain Energy Residuals Using Multiobjective Optimization Technique. Mech Syst and Signal Process 21:2295–2317

    Article  Google Scholar 

  • Janter T, Sas P (1990) Uniqueness Aspects of Model-updating Procedure. Am Inst of Aeronaut and Astronaut J 28:538–543

    MATH  Google Scholar 

  • Jung DS, Kim CY (2009) FE Model Updating Based on Hybrid Genetic Algorithm and its Verification on Numerical Bridge Model. Struct Eng and Mech 32:667–683

    Google Scholar 

  • Kabe AM (1985) Stiffness Matrix Adjustment Using Mode Data. Am Inst of Aeronaut and Astronaut J 23:1431–1436

    Google Scholar 

  • Kamrani B, Berbyuk V, Wäppling D, Stickelmann U, Feng X (2009) Optimal Robot Placement Using Response Surface Method. Intl J of Adv Manufact Technol 44:201–210

    Article  Google Scholar 

  • Kennedy JE, Eberhart RC (1995) Particle Swarm Optimization. In: Proc of the IEEE Intl Conf on Neural Netw:942–1948

    Google Scholar 

  • Kim GH, Park YS (2008) An Automated Parameter Selection Procedure for Finite-element Model Updating and its Applications. J of Sound and Vib 309:778–793

    Article  Google Scholar 

  • Kim JH, Jeon HS, Lee SW (1992) Application of Modal Assurance Criteria for Detecting and Locating Structural Faults. In: Proc of the 10th Intl Modal Anal Conf:536–540

    Google Scholar 

  • Kirkpatrick S, Gelatt CD, Vecchi MP (1983) Optimization by Simulated Annealing. Sci 220:671–680

    Article  MathSciNet  Google Scholar 

  • Kozak MT, Öztürk M, Özgüven HN (2009) A Method in Model Updating Using Miscorrelation Index sensitivity. Mech Syst and Signal Process 23:1747–1758

    Article  Google Scholar 

  • Larson CB, Zimmerman DC (1993) Structural Model Refinement Using a Genetic Algorithm Approach. In: Proc of the 11th Intl Modal Anal Conf:1095–1101

    Google Scholar 

  • Levin RI, Lieven NAJ (1998) Dynamic Finite Element Updating Using Neural Networks. J of Sound and Vib 210:593–608

    Article  Google Scholar 

  • Li H, Liu F, Hu SLJ (2008) Employing Incomplete Complex Modes for Model Updating and Damage Detection of Damped Structures. Sci in Chin, Ser E: Technol Sci 51:2254–2268

    Article  Google Scholar 

  • Li YF, Yu HB (2009) Hybrid Search Method for Efficiency Optimization Control of Induction Motor Drives. Elect Mach and Control 13:337–341

    Google Scholar 

  • Li YQ, Du YL (2009) Dynamic Finite Element Model Updating of Stay-cable Based on the Most Sensitive Design Variable. J of Vib and Shock 28:141–143

    Google Scholar 

  • Lieven NAJ, Ewins DJ (1988) Spatial Correlation of Mode Shapes, the Co-ordinate Modal Assurance Criterion. In: Proc of the 6th Intl Modal Anal Conf:690–695

    Google Scholar 

  • Lin RM, Lim MK, Du H (1995) Improved Inverse Eigensensitivity Method for Structural Analytical Model Updating. J of Vib and Acoust 117:192–198

    Article  Google Scholar 

  • Lindholm BE, West RL (1995) Updating Finite Element Models with Experimental Dynamic Response Data using Bayesian Parameter Estimation. 1995 Collect of Tech Pap - AIAA/ASME/ASCE/AHS/ASC Struct, Struct Dyn and Mater Conf 2:794–802

    Google Scholar 

  • Liu X, Lieven NAJ, Escamilla-Ambrosio PJ (2009) Frequency Response Function Shapebased Methods for Structural Damage Localization. Mech Syst and Signal Process 23:1243–1259

    Article  Google Scholar 

  • Liu Y, Duan Z, Liu H (2006) Updating Finite Element Model of Structures with Semi-rigid Joints and Boundary. In: Proc of SPIE - The Intl Soc for Opt Eng 6174 II: Art No 61743L

    Google Scholar 

  • Liu Y, Duan Z, Liu H (2009) Updating of Finite Element Model in Considering Mode Errors with Fuzzy Theory. Key Eng Mater, 413–414:785–792

    Article  Google Scholar 

  • Lyon R (1995) Structural Diagnostics Using Vibration Transfer Functions. Sound and Vib 29:28–31

    Google Scholar 

  • Maia NMM, Silva JMM (1997) Theoretical and Experimental Modal Analysis. Research Studies Press, Letchworth.

    Google Scholar 

  • Mares C, Mottershead JE, Friswell MI (2006) Stochastic Model Updating: Part 1-Theory and Simulated Example. Mech Syst and Signal Process 20:1674–1695

    Article  Google Scholar 

  • Mares C, Surace C (1996) An Application of Genetic Algorithms to Identify Damage in Elastic Structures. J of Sound and Vib 195:195–215

    Article  Google Scholar 

  • Marwala T (2001) Fault Identification Using Neural Networks and Vibration Data. University of Cambridge. Unpublished Doctoral Thesis

    Google Scholar 

  • Marwala T (2009) Computational Intelligence for Missing Data Imputation, Estimation and Management: Knowledge Optimization Techniques. Information Science IGI Global Publications, New York: Reference Imprint

    Google Scholar 

  • Marwala T, Sibisi S (2005) Finite Element Updating Using Bayesian Framework and Modal Properties. J of Aircr 42:275–278

    Article  Google Scholar 

  • McGowan PE, Smith SW, Javeed M (1990) Experiments for Locating Damage Members in a Truss Structure. In: Proc of the 2nd USAF/NASA Workshop on Syst Identif and Health Monit of Precis Space Struct:571–615

    Google Scholar 

  • Messina A, Jones IA, Williams EJ (1996) Damage Detection and Localization Using Natural Frequency Changes. In: Proc of the 1st Intl Conf on Identif in Eng Syst:67–76

    Google Scholar 

  • Messina A, Williams EJ, Contursi T (1998) Structural Damage Detection by a Sensitivity and Statistical-based Method. J of Sound and Vib 216:791–808

    Article  Google Scholar 

  • Miao HY, Larose S, Perron C, Lévesque M (2009) On the Potential Applications of a 3D Random Finite Element Model for the Simulation of Shot Peening. Adv in Eng Softw 40:1023–1038

    Article  MATH  Google Scholar 

  • Migliori A, Bell TM, Dixon RD, Strong R (1983) Resonant Ultrasound Nondestructive Inspection. Los Alamos National Laboratory Report LS-UR-93-225

    Google Scholar 

  • Mitchell M (1998) An Introduction to Genetic Algorithms (Complex Adaptive Systems), The MIT Press, Cambridge

    Google Scholar 

  • Mottershead JE, Friswell MI (1993) Model Updating in Structural Dynamics: A Survey. J of Sound and Vib 167:347–375

    Article  MATH  Google Scholar 

  • Ni YQ, Zhou XT, Ko JM (2006) Experimental Investigation of Seismic Damage Identification Using PCA-compressed Frequency Response Functions and Neural Networks. J of Sound and Vib 290:242–263

    Article  Google Scholar 

  • Norris MA, Meirovitch L (1989) On the Problem of Modelling for Parameter Identification in Distributed Structures. Intl J for Numer Methods in Eng 28: 2451–2463

    Article  MATH  MathSciNet  Google Scholar 

  • O’Callahan JC (1989) A Procedure for Improved Reduced System (IRS) Model. In: Proc of the 7th Intl Modal Anal Conf:17–21

    Google Scholar 

  • O’Callahan JC, Avitabile P, Riemer R (1989) System Equivalent Reduction Expansion Process. In: Proc of the 7th Intl Modal Anal Conf:17–21

    Google Scholar 

  • Ojalvo IU, Pilon D (1988) Diagnosis for Geometrically Locating Structural Mathematical Model Errors from Modal Test Data. In: Proc of the 29th AIAA / ASME / ASCE / AHS / ASC Struct, Struct Dynam, and Mater Conf:1174–1186

    Google Scholar 

  • Pavic A, Miskovic Z, Reynolds P (2007) Modal Testing and Finite-element Model Updating of a Lively Open-plan Composite Building Floor. J of Struct Eng 133:550–558

    Article  Google Scholar 

  • Paz M (1984) Dynamic Condensation. Am Inst of Aeronaut and Astronaut J 22:724–727

    Google Scholar 

  • Pepper W, Wang X (2007) Application of an H-adaptive Finite Element Model for Wind Energy Assessment in Nevada Renewable Energy 32:1705–1722

    Article  Google Scholar 

  • Qiao P, Cao M (2008) Waveform Fractal Dimension for Mode Shape-based Damage Identification of Beam-type Structures. Intl J of Solids and Struct 45:5946–5961

    Article  MATH  Google Scholar 

  • Qiao P, Lu K, Lestari W, Wang J (2007) Curvature Mode Shape-based Damage Detection in Composite Laminated Plates. Compos Struct 80:409–428

    Article  Google Scholar 

  • Rahman MM, Ariffin AK, Nor SSM (2009) Development of a Finite Element Model of Metal Powder Compaction Process at Elevated Temperature. Appl Math Model 33:4031–4048

    Article  MATH  MathSciNet  Google Scholar 

  • Salawu OS (1995) Non-destructive Assessment of Structures Using Integrity Index Method Applied to a Concrete Highway Bridge. Insight 37:875–878

    Google Scholar 

  • Sancho-Gómez JL, García-Laencina PJ, Figueiras-Vidal AR (2009) Combining Missing Data Imputation and Pattern Classification in a Multi-layer Perceptron. Intelli Autom and Soft Comput 15:539–553

    Google Scholar 

  • Sazonov E, Klinkhachorn P (2005) Optimal Spatial Sampling Interval for Damage Detection by Curvature or Strain Energy Mode Shapes. J of Sound and Vib 285:783–801

    Article  Google Scholar 

  • Schlune H, Plos M, Gylltoft K (2009) Improved Bridge Evaluation Through Finite Element Model Updating Using Static and Dynamic Measurements. Eng Struct 31:1477–1485

    Article  Google Scholar 

  • Schrade D, Mueller R, Xu BX, Gross D (2007) Domain Evolution in Ferroelectric Materials: A Continuum Phase Field Model and Finite Element Implementation. Comput Methods in Appl Mech and Eng 196:4365–4374

    Article  MATH  Google Scholar 

  • Schultz MJ, Pai PF, Abdelnaser AS (1996) Frequency Response Function Assignment Technique for Structural Damage Identification. In: Proc of the 14th Intl Modal Anal Conf:105–111

    Google Scholar 

  • Schwarz B, Richardson M, Formenti DL (2007) FEA Model Updating Using SDM Sound and Vib 41:18–23

    Google Scholar 

  • Sestieri A, D’Ambrogio W (1989) Why be Modal: How to Avoid the Use of Modes in the Modification of Vibrating Systems. In: Proc of the 7th Intl Modal Anal Conf:25–30

    Google Scholar 

  • Shahverdi H, Mares C, Wang W, Greaves CH, Mottershead JE (2006) Finite Element Model Updating of Large Structures by the Clustering of Parameter Sensitivities. Appl Mech and Mater 5–6:85–92

    Article  Google Scholar 

  • Shone SP, Mace BR, Waters TP (2009) Locating Damage in Waveguides from the Phase of Point Frequency Response Measurements. Mech Syst and Signal Process 23:405–414

    Article  Google Scholar 

  • Soares MM, Vieira GE (2009) A New Multi-objective Optimization Method for Master Production Scheduling Problems Based on Genetic Algorithm. Intl J of Adv Manufact Technol 41:549–567

    Article  Google Scholar 

  • Solin P, Segeth K, Dolezel I (2004) Higher-Order Finite Element Methods. Boca Raton: Chapman & Hall / CRC Press

    MATH  Google Scholar 

  • Steenackers G, Devriendt C, Guillaume P (2007) On the Use of Transmissibility Measurements for Finite Element Model Updating. J of Sound and Vib 303:707–722

    Article  Google Scholar 

  • Steenackers G, Guillaume P (2006) Finite Element Model Updating Taking into Account the Uncertainty on the Modal Parameters Estimates. J of Sound and Vib 296:919–934

    Article  Google Scholar 

  • Tan D, Qu W, Wang J (2009) The Finite Element Model Updating of Structure Based on Wavelet Packet Analysis and Support Vector Machines. J of Huazhong Univ of Sci and Technol (Nat Sci Ed) 37:104–107

    Google Scholar 

  • Todorovska MI, Trifunac MD (2008) Earthquake Damage Detection in the Imperial County Services Building III: Analysis of Wave Travel Times via Impulse Response Functions. Soil Dyn and Earthq Eng 28:387–404

    Article  Google Scholar 

  • Tu Z, Lu Y (2008) FE Model Updating Using Artificial Boundary Conditions with Genetic Algorithms. Comput and Struct 86:714–727

    Article  Google Scholar 

  • Wang R, Shang D, Li L, Li C (2008) Fatigue Damage Model Based on the Natural Frequency Changes for Spot-welded Joints. Intl J of Fatigue 30:1047–1055

    Article  Google Scholar 

  • Wang W, Mottershead JE, Mares C (2009) Mode-shape Recognition and Finite Element Model Updating Using the Zernike Moment Descriptor. Mech Syst and Signal Process 23:2088–2112

    Article  Google Scholar 

  • West WM (1982) Single Point Random Modal Test Technology Application to Failure Detection. The Shock and Vib Bull 52:25–31

    Google Scholar 

  • White C, Li HCH, Whittingham B, Herszberg I, Mouritz AP (2009) Damage Detection in Repairs Using Frequency Response Techniques. Compos Struct 87:175-181

    Article  Google Scholar 

  • White L, Deleersnijder E, Legat V (2008) A Three-dimensional Unstructured Mesh Finite Element Shallow-water Model, with Application to the Flows around an Island and in a Wind-driven, Elongated Basin. Ocean Model 22:26–47

    Article  Google Scholar 

  • Wong JM, Mackie K, Stojadinovic B (2006) Bayesian Updating of Bridge Fragility Curves Using Sensor Data. In: Proc of the 3rd Intl Conf on Bridge Maint, Saf and Manag:613–614

    Google Scholar 

  • Wu JE, Dai H (2008) Regularized Lanczos Method for Model Updating. J of Vib and Shock 27:65–69

    Google Scholar 

  • Yan GR, Duan ZD, Ou JP (2007) Application of Genetic Algorithm on Structural Finite Element Model Updating. Harbin J of Harbin Inst of Technol 39:181–186

    Google Scholar 

  • Yang Z, Wang L, Li B, Liu J (2009) Objective Functions and Algorithms in Structural Dynamic Finite Element Model Updating. Chin J of Appl Mech 26:288–296

    Google Scholar 

  • Yao CR, Li YD (2008) Updating of Cable-stayed Bridges Model Based on Static and Dynamic Test Data. J of the Chin Railw Soc 30:65–70

    Google Scholar 

  • Yeung DS, Chan PPK, Ng WWY (2009) Radial Basis Function Network Learning Using Localized Generalization Error Bound. Inf Sci 179:3199–3217

    Article  MATH  Google Scholar 

  • Yuan XX, Mao D, Pandey MD (2009) A Bayesian Approach to Modeling and Predicting Pitting Flaws in Steam Generator Tubes. Reliab Eng and Syst Saf 94:1838–1847

    Article  Google Scholar 

  • Yuan Y, Dai H (2006) Updating Finite Element Analytical Models Using Incomplete Modal Data Measured. J of Vib and Shock 25:154–156

    Google Scholar 

  • Yuan Y, Dai H (2009) The Direct Updating of Damping and Gyroscopic Matrices. J of Comput and Appl Math 231:255–261

    Article  MATH  MathSciNet  Google Scholar 

  • Zapico JL, Gonzlez-Buelga A, Gonzlez MP, Alonso R (2008) Finite Element Model Updating of a Small Steel Frame Using Neural Networks. Smart Mater and Struct 17:Art No 045016

    Google Scholar 

  • Zárate BA, Caicedo JM (2008) Finite Element Model Updating: Multiple Alternatives. Eng Struct 30:3724–3730

    Article  Google Scholar 

  • Zhang LZ, Huang Q (2008) Updating of Bridge Finite Element Model Based on Optimization Design Theory. J of Harbin Inst of Technol 40:246–249

    Google Scholar 

  • Zhang QH, Teo EC (2008) Finite Element Application in Implant Research for Treatment of Lumbar Degenerative Disc Disease. Med Eng and Phys 30:1246–1256

    Article  Google Scholar 

  • Zheng YM, Sun HH, Zhao X, Chen W, Zhang RH, Shen XD (2009) Finite Element Model Updating of a Long-span Steel Skybridge. J of Vib Eng 22:105–110

    Google Scholar 

  • Zhong S, Oyadiji SO (2008) Analytical Predictions of Natural Frequencies of Cracked Simply Supported Beams with a Stationary Roving Mass. J of Sound and Vib 311:328–352

    Article  Google Scholar 

  • Zhong S, Oyadiji SO, Ding K (2008) Response-only Method for Damage Detection of Beam-like Structures Using High Accuracy Frequencies with Auxiliary Mass Spatial Probing. J of Sound and Vib 311:1075–1099

    Google Scholar 

  • Zienkiewicz OC (1986) The Finite Element Method. McGraw-Hill Companies, New York

    Google Scholar 

  • Zimmerman DC, Kaouk M (1992) Eigenstructure Assignment Approach for Structural Damage Detection. Am Inst of Aeronaut and Astronaut J 30:1848–1855

    Google Scholar 

  • Zimmerman DC, Kaouk M, Simmermacher T (1995) Structural Damage Using Frequency Response Functions. In: Proc of the 13th Intl Modal Anal Conf:179–184

    Google Scholar 

  • Živanović S, Pavic A, Reynolds P (2007) Finite Element Modelling and Updating of a Lively Footbridge: The Complete Process. J of Sound and Vib 301:126–145

    Article  Google Scholar 

  • Zong ZH, Xia ZH (2008) Finite Element Model Updating Method of Bridge Combined Modal Flexibility and Static Displacement. Chin J of Highw and Transp 21:43–49

    Google Scholar 

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(2010). Introduction to Finite-element-model Updating. In: Finite-element-model Updating Using Computional Intelligence Techniques. Springer, London. https://doi.org/10.1007/978-1-84996-323-7_1

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  • DOI: https://doi.org/10.1007/978-1-84996-323-7_1

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