Impact induced composite delamination: State and parameter identification via joint and dual extended Kalman filters

Computer Methods in Applied Mechanics and Engineering

Volumn 194, Issue 50-52, 2005, Pages 5242-5272

  Mariani, Stefano ^a   Corigliano, Alberto ^a  

^a POLITECNICO DI MILANO   (Italy)

Author keywords

Composite delamination; Impact loadings; Kalman filter; Parameter identification

Indexed keywords

CRACK PROPAGATION; DELAMINATION; ELASTICITY; KALMAN FILTERING; MATHEMATICAL MODELS; MATRIX ALGEBRA; MECHANICAL PROPERTIES; POLYMERS; STRENGTH OF MATERIALS;

COMPOSITE DELAMINATION; IMPACT LOADINGS; POLYMER MATRIX COMPOSITES;

NONMETALLIC MATRIX COMPOSITES;

COMPOSITE; DELAMINATION;

EID: 25444509245     PISSN: 00457825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cma.2005.01.007     Document Type: Article

References (41)

1. S. Abrate Impact on Composite Structures 1998 Cambridge University Press
2. A.A. Caiazzo F. Costanzo Modeling the constitutive behavior of layered composites with evolving cracks Int. J. Solids Struct. 38 2001 3469-3485
3. O. Allix P. Ladevéze A. Corigliano Damage analysis of interlaminar fracture specimens Compos. Struct. 31 1995 61-74
4. O. Allix A. Corigliano Modeling and simulation of crack propagation in mixed-mode interlaminar fracture specimens Int. J. Fract. 77 1996 111-140
5. A. Corigliano M. Ricci Rate-dependent interface models: Formulation and numerical applications Int. J. Solids Struct. 38 2001 547-576
6. A. Corigliano Damage and fracture mechanics techniques for composite structures in: I. Milne R.O. Ritchie B. Karihaloo (Eds.) Comprehensive Structural Integrity vol. 3 2003 Elsevier Science Amsterdam 459-539
7. A. Corigliano Formulation, identification and use of interface elements in the numerical analysis of composite delamination Int. J. Solids Struct. 30 1993 2779-2811
8. A. Corigliano O. Allix Some aspects of interlaminar degradation in composites Comput. Methods Appl. Mech. Engrg. 185 2000 203-224
9. G. Alfano M.A. Crisfield Finite element interface models for the delamination analysis of laminated composites: Mechanical and computational issues Int. J. Numer. Methods Engrg. 50 2001 1701-1736
10. G.A. Schoeppner S. Abrate Delamination threshold loads for low velocity impact on composite laminates Composites, Part A 31 2000 903-915
11. A. Corigliano S. Mariani Simulation of damage in composites by means of interface models: Parameter identification Compos. Sci. Technol. 61 2001 2299-2315
12. A. Corigliano S. Mariani Parameter identification of a time-dependent elastic-damage interface model for the simulation of debonding in composites Compos. Sci. Technol. 61 2001 191-203
13. A. Corigliano S. Mariani Identification of a constitutive model for the simulation of time-dependent interlaminar debonding processes in composites Comput. Methods Appl. Mech. Engrg. 191 2002 1861-1894
14. A. Corigliano S. Mariani The extended Kalman filter for model identification in impact dynamics in: D.R.J. Owen E. Oñate B. Suárez (Eds.) Computational Plasticity VII. Fundamentals and Applications 2003 CIMNE Barcelona, Spain
15. A. Corigliano. Parameter identification of interface laws, in: H.A. Mang, F.G. Rammerstorfer, J. Eberhardsteiner, (Eds.), Proceedings of the Fifth World Congress on Computational Mechanics (WCCM V). ISBN 3-9501554-0-6. Vienna University of Technology, 2002
16. A. Corigliano S. Mariani Parameter identification in explicit structural dynamics: Performance of the extended Kalman filter Comput. Methods Appl. Mech. Engrg. 193 2004 3807-3835
17. R.E. Kalman A new approach to linear filtering and prediction problems ASME J. Basic Engrg. 82D 1960 35-45
18. A. Gelb Applied Optimal Estimation 1974 The MIT Press Cambridge
19. R.E. Kalman R.S. Bucy New results in linear filtering and prediction theory ASME J. Basic Engrg. 83D 1961 95-108
20. R.E. Kopp R.J. Orford Linear regression applied to system identification for adaptive control systems AIAA J. 1 1963 2300-2306
21. L. Ljung Asymptotic behavior of the extended Kalman filter as a parameter estimator for linear systems IEEE Trans. Automat. Control AC-24 1979 36-50
22. A. Murakami. Studies on the application of Kalman filtering to some geomechanical problems related to safety assessment. Ph.D. Thesis, Kyoto University, 1991.
23. S. Bittanti G. Maier A. Nappi Inverse problems in structural elastoplasticity: A Kalman filter approach in: A. Sawczuk G. Bianchi (Eds.) Plasticity Today. Modelling Methods and Applications 1984 Elsevier Applied Science Publishers 311-329
24. M. Hoshiya E. Saito Structural identification by extended Kalman filter ASCE J. Engrg. Mech. 110 1984 1757-1770
25. G. Bolzon, D. Ghilotti, G. Maier, Parameter identification of the cohesive crack model, in: Material Identification using Mixed Numerical Experimental Methods, Kerkrade, 1997.
26. E.A. Wan A.T. Nelson Dual extended Kalman filter methods in: S. Haykin (Ed.) Kalman Filtering and Neural Networks 2001 John Wiley and Sons, Inc. New York 123-173
27. A. Corigliano, S. Mariani. Parameter identification of nonlinear interface models for dynamic composite delamination, in: Proceedings of the 16th AIMETA Congress of Theoretical and Applied Mechanics, Ferrara (Italy), 2003.
28. K.-J. Bathe Finite Element Procedures 1996 Prentice-Hall Englewood Cliffs, NJ
29. H.D. Espinosa P.D. Zavattieri A grain level model for the study of failure initiation and evolution in polycrystalline brittle materials. Part I: Theory and numerical implementation Mech. Mater. 35 2003 333-364
30. J.H. Rose J. Ferrante J.R. Smith Universal binding energy curves for metals and bimetallic interfaces Phys. Rev. Lett. 47 1981 675-678
31. X.-P. Xu A. Needleman Numerical simulation of fast crack growth in brittle solids J. Mech. Phys. Solids 42 1994 1397-1434
32. A. Corigliano S. Mariani A. Pandolfi Numerical modeling of rate-dependent debonding processes in composites Compos. Struct. 61 2003 39-50
33. A. Corigliano, S. Mariani, A. Pandolfi, Numerical analysis of rate-dependent dynamic composite delamination. Compos. Sci. Technol. (to appear).
34. L. Ljung System Identification. Theory for the User second ed. 1999 Prentice-Hall Englewood Cliffs, NJ
35. A.T. Nelson, Nonlinear estimation and modeling of noisy time-series by dual Kalman filtering methods. Ph.D. Thesis, Oregon Graduate Institute of Science and Technology, 2000.
36. H.D. Espinosa S. Dwivedi H.-C. Lu Modeling impact induced delamination of woven fiber reiforced composites with contact/cohesive laws Comput. Methods Appl. Mech. Engrg. 183 2000 259-290
37. A. Corigliano and S. Mariani. Identification of laminate mechanical properties via extended Kalman filter, in: Proceedings 11th International Conference on Fracture, Turin, Italy, 20-25 March 2005.
38. D.P. Dandekar, P.T. Bartkowski, Tensile strengths of silicon carbide (SiC) under shock loading, Technical Report ARL-TR-2430, Army Research Laboratory, Aberdeen Proving Ground, 2001.
39. L.-A. Liew W. Zhang V.M. Bright L. An M.L. Dunn R. Raj Fabrication of SiCN ceramic MEMS using injectable polymer-precursor technique Sens. Actuat. A: Phys. 89 2001 64-70
40. S. Zhuang G. Ravichandran D.E. Grady An experimental investigation of shock wave propagation in periodically layered composites J. Mech. Phys. Solids 51 2003 245-265
41. E.A. Wan R. van der Merwe The unscented Kalman filter in: S. Haykin (Eds.) Kalman Filtering and Neural Networks 2001 John Wiley and Sons, Inc. New York 221-280