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Advanced Computational Tools for Structural Mechanics and Earthquake Engineering
Alessandro Reali Dipartimento di Meccanica Strutturale, Università degli Studi di Pavia, Italy
European Centre for Training and Research in Earthquake Engineering (EUCENTRE), Pavia, Italy Istituto di Matematica Applicata e Tecnologie Informatiche (IMATI), CNR, Pavia, Italy
Centro di Simulazione Numerica Avanzata (CeSNA), IUSS, Pavia, Italy
[email protected] http://www-1.unipv.it/alereali
Reasearch Group Webpage: http://www-1.unipv.it/dms/compmech
Earthquake Engineering by the beach - Capri, 2-4 July 2009
Earthquake Engineering by the beach - Capri, 2-4 July 2009
Acknowledgements
in alphabetical order:
Jamal Arghavani (Sharif University of Technology); Domenico Asprone (University of Naples “Federico II”); Gabriele Attanasi (ROSE School, Pavia); Ferdinando Auricchio (University of Pavia); Giuseppe Balduzzi (University of Pavia); Lourenco Beirao da Veiga (University of Milan); Annalisa Buffa (IMATI/CNR, Pavia); Thomas JR Hughes (University of Texas at Austin); Carlo Lovadina (University of Pavia); Gaetano Manfredi (University of Naples “Federico II”); Andrea Prota (University of Naples “Federico II”); Giancarlo Sangalli (University of Pavia); Ulisse Stefanelli (IMATI/CNR, Pavia);
as well as the whole research groups led by Prof. Auricchio and Prof. Hughes.
Presentation outline
Isogeometric Analysis Shape Memory Alloy Modeling and Application Other Interesting Research Works in Progress
• Meshless Methods • Beam Finite Elements
Conclusions
Presentation outline
Isogeometric Analysis Shape Memory Alloy Modeling and Application Other Interesting Research Works in Progress
• Meshless Methods • Beam Finite Elements
Conclusions
CAD (1970’s - 1980’s) – Engineering Design Process:
FEM analysis and CAD geometry
analysis framework based on functions – e.g., NURBS – capable of representing exact geometry; one, and only one, geometrical description; mesh refinement vastly simplified
engineering designs are encapsulated in CAD systems; CAD geometry is exact; more than 100,000 analyses of CAD designs are performed
in engineering offices throughout the world every day
CAD geometry is replaced by FEM geometry (“mesh”); mesh generation accounts for more than 80% of overall
analysis time and is the major bottleneck; mesh refinement requires interaction with CAD geometry; the mesh is an approximate geometry
FEM (1950’s - 1960’s) – Engineering Analysis Process:
IDEA: Isogeometric Analysis
NURBS
Main properties of Non-Uniform Rational B-Splines:
basis functions from an open knot vector constitute a partition of unity;
the support of each basis function is compact;
basis functions are point-wise non-negative;
basis functions possess high continuity;
NURBS enjoy the affine covariance property (i.e., NURBS affine transformation is obtained from control points affine transformation);
knot insertion and degree elevation are simple operations
References:
Rogers. An Introduction to NURBS with Historical Perspective. Academic Press, San Diego, CA, 2001
Piegl and Tiller. The NURBS Book (Monographs in Visual Communication), 2nd ed. Springer-Verlag, New York, 1997.
Isogeometric Analysis
Isogeometric Analysis:
exact geometry alternative to standard FE analysis (based, e.g., on NURBS), including FEA as a special case, but offering other possibilities:
precise and efficient geometric modeling simplified mesh refinement superior approximation properties integration of design and analysis
Isogeometric analysis
Main features:
geometry defined by control points (associated with basis functions)
isoparametric concept invoked: unknown variables (dof’s or control variables) represented in terms of the basis functions defining the geometry
three refinement strategies available: -“h-refinement” (by knot insertions) -“p-refinement” (by degree elevation) -“k-refinement” (sort of high-order/high-continuity h-refinement)
array assembly strategy same as in FEM; Dirichlet b.c. applied to control variables, Neumann b.c. satisfied naturally, as in FEM
structural analysis: all rigid body motions and constant strain states represented exactly (i.e., standard “patch tests” passed)
Hughes, Cottrell, and Bazilevs. Isogeometric analysis: CAD, finite elements, NURBS, exact geometry, and mesh refinement. Computer Methods in Applied Mechanics and Engineering, 194:4135–4195, 2005.
Reference:
Structural vibrations
Isogeometric analysis for structural vibrations: main advantages with respect to standard FEM
basis function high continuity;
basis function point-wise non-negativity, which implies element-wise non-negativity of the consistent mass matrix;
exact geometry
Focus on spectrum analysis, i.e. analysis of the error for the natural frequencies in structural vibration problems
Structural vibrations
Longitudinal vibrations of a fixed-fixed rod
Numerical results:
discrete spectra normalized to the exact solution
(quadratic NURBS versus quadratic FE)
6th eigenmode 9th eigenmode
NURBS (top) and FEM (bottom) [21 c.p.] vs. exact (red-dashed)
12th eigenmode 15th eigenmode 18th eigenmode
Structural vibrations
high order NURBS versus high order FE (i.e.: k-method versus p-method)
Longitudinal vibrations of a fixed-fixed rod
NURBS spectra show a nice convergence to the exact solution increasing the order p, while higher-order FEM have no approximability for higher modes
Structural vibrations
2D problem (membrane)
Transversal vibrations of a clamped elastic membrane: NURBS normalized discrete spectrum
high order NURBS vs high order FE (i.e.: k-method vs p-method)
Structural vibrations
Fourth order problems (i.e., beams and plates)
2D: Transversal vibrations of a simply-supported Kirchhoff plate: NURBS normalized discrete spectrum
1D: Transversal vibrations of a simply-supported Euler-Bernoulli beam: NURBS normalized discrete spectrum
Structural vibrations
Vibrations of a clamped thin circular plate using 3D solid elements
exact solution:
where:
and: 8-element mesh
first three frequencies obtained using different order NURBS basis functions
first three eigenmodes (p = 4, q = 5, r = 2)
Structural vibrations
Study of the NASA Aluminum Testbed Cylinder (ATC) structure
Experimental modal results available for the whole structure as well as for single components
NURBS (as-drawn) model of the whole structure (frame + skin and frame only):
Model details:
Structural vibrations
Study of the NASA Aluminum Testbed Cylinder (ATC) structure
Whole structure frequencies and first Rayleigh and Love modes
Stringer frequencies and first three x-z modes
Main rib frequencies and first three out-of-plane modes
Structural vibrations
References:
AR. An isogeometric analysis approach for the study of structural vibrations. Journal of Earthquake Engineering, 10(s.i.1):1–30, 2006.
Cottrell, AR, Bazilevs, and Hughes. Isogeometric analysis of structural vibrations. Computer Methods in Applied Mechanics and Engineering, 195:5257–5296, 2006.
Hughes, AR, and Sangalli. Duality and Unified Analysis of Discrete Approximations in Structural Dynamics and Wave Propagation: Comparison of p-method Finite Elements with k-method NURBS. Computer Methods in Applied Mechanics and Engineering, 197:4104–4124, 2008.
Wave propagation
Dispersion analysis
Focus on dispersion analysis, i.e. analysis of the error for the wave-number in (time-harmonic) wave propagation problems described by the Helmholtz equation
Duality principle
Spectrum analysis is equivalent to dispersion analysis in the regime where kh is real
Linear case:
Resolution limit:
Wave propagation
p-method (FEM, p=2): acoustical and optical branches separated by a stopping band
In general (p > 2): p branches separated by p-1 stopping bands
k-method (NURBS, p=2): one single branch with no stopping bands
In general (p > 2): again, one single branch with no stopping bands
Stopping bands (bands with complex discrete wave-number,
present before the resolution limit)
Wave propagation
Stopping bands
No stopping bands
Stopping bands (bands with complex discrete wave-number,
present before the resolution limit)
1D (steady-state) problem: frequency response spectra for p = 2
Wave propagation
computed at x = L/10, L/2, and 9L/10
1D (steady-state) problem: frequency response spectra for p = 3
Wave propagation
computed at x = L/10, L/2, and 9L/10
1D (steady-state) problem: b.v.p. solution for p = 2
Wave propagation
NOTE: k = 33 is within the p-method stopping band → unphysical attenuation
Wave propagation
NOTE: k = 31.5 is within the 1st p-method stopping band but no evident attenuation is observed since the imaginary part is very small; k = 31.5 is however close to a resonance peak not well reproduced by p-method k = 71 is within the 2nd p-method stopping band → unphysical attenuation
1D (steady-state) problem: b.v.p. solution for p = 3
Wave propagation
Reference:
Hughes, AR, and Sangalli. Duality and Unified Analysis of Discrete Approximations in Structural Dynamics and Wave Propagation: Comparison of p-method Finite Elements with k-method NURBS. Computer Methods in Applied Mechanics and Engineering, 197:4104–4124 2008.
Summary and future developments
Isogeometric analysis for structural vibrations and wave propagation: main advantages with respect to p-FEM
no optical branches
better approximation properties on a per-d.o.f. basis
exact geometry
main drawback with respect to p-FEM high number of (gaussian) quadrature points
solution: new quadrature rules taking into account inter-element regularity
main future development isogeometric collocation techniques for structural dynamics
(work in progress…)
[Preliminary results presented by Tom Hughes during the opening plenary lecture of the COMPDYN 2009 Conference (Rodhes, June 2009)]
Hughes, AR, and Sangalli. Efficient Quadrature for NURBS-based Isogeometric Analysis. Computer Methods in Applied Mechanics and Engineering, doi:10.1016/j.cma.2008.12.004
Current isogeometric projects
Isogeometric Analysis for Naval Ship Structures Coordinator: Tom Hughes Funded by: Office of Naval Research Duration: January 2006 - December 2009
GeoPDEs - Innovative compatible discretization techniques for Partial Differential Equations
Coordinator: Annalisa Buffa Funded by: FP7 Ideas ERC Starting Grant Duration: July 2008 - June 2012
Presentation outline
Isogeometric Analysis Shape Memory Alloy Modeling and Application Other Interesting Research Works in Progress
• Meshless Methods • Beam Finite Elements
Conclusions
Shape memory alloy modeling
Superelastic effect
(mechanical recovery)
Shape-memory effect
(thermal recovery)
SMAs: materials with an intrinsic capability of recovering their initial “shape” even after undergoing severe deformations
From a macroscopic point of view they show the following two effects not available, in general, in traditional materials:
“Background” SMA models:
Souza et al. (1998);
Auricchio&Petrini (2004)
Shape memory alloy modeling
include and control cyclic permanent inelasticity and degradation
include and control tension/compression asymmetries
in the yield stress level in loop length in loop width
include a dependence of the elastic properties on the phase transformation level
Experimental tests show that, besides modeling superelastic and shape-memory effects, other secondary effects should be taken into account. In particular, in some cases it is important to:
Shape memory alloy modeling
Therefore, enhanced SMA models able to include such secondary effects have been designed, mathematically analyzed and numerically tested:
a) Model including permanent inelasticity and degradation effects: [based on a new (extra) tensorial variable describing permanent inelasticity]
Auricchio and AR. A Phenomenological One-dimensional Model Describing Stress-induced Solid Phase Transformation with Permanent Inelasticity, Mechanics of Advanced Materials and Structures, 14:43-55, 2007.
Auricchio, AR, Stefanelli. A Three-dimensional Model Describing Stress-induced Solid Phase Transformation with Permanent Inelasticity, International Journal of Plasticity, 23:207-226, 2007.
References:
Shape memory alloy modeling
Auricchio, AR, Stefanelli. A macroscopic 1D model for shape memory alloys including asymmetric behaviors and transformation-dependent elastic properties, Computer Methods in Applied Mechanics and Engineering, 23:207-226, 2009.
Reference:
Therefore, enhanced SMA models able to include such secondary effects have been designed, mathematically analyzed and numerically tested:
b) Model including tension/compression asymmetry and elastic properties depending on the phase transformation level:
SMA modeling validation
Collaboration on SMA modeling and validation with SAES Getters, an Italian company recently become the world-leading SMA producer:
SMA modeling validation
Collaboration on SMA modeling and validation with SAES Getters, an Italian company recently become the world-leading SMA producer:
SMA modeling validation
Within the collaboration with SAES Getters: development of a reliable parameter identification technique given two strain-temperature curves at two different constant stresses (typical curves characterizing SMAs for actuators)
Auricchio, Coda, AR, Urbano. SMA numerical modeling versus experimental results: parameter identification and model prediction capabilities, Journal of Materials Engineering and Performance, doi:10.1007s11665-009-9409-7, 2009.
Reference:
Design and FE simulation of biomedical devices
Many devices, in particular for biomedical applications (e.g., stents, spinal spacers, micro-actuators, etc.), have been simulated using SMA constituive models implemented within commercial FE codes (e.g., Abaqus). Such a tool allows also the development of new design strategies.
Auricchio and AR, Shape Memory Alloys: material modeling and device finite element simulations, Materials Science Forum, 583:257-275, 2009
+ references therein reported
References:
SMA applications in Earthquake Engineering
Our research group is active in SMA applications for Earthquake Engineering [cf. also recent collaborations with the group of Prof. R. DesRoches]
Recently the focus is on SMA Isolation Devices [work developed within G. Attanasi’s PhD thesis at ROSE School] Comparison of a SMA isolation system with a Lead Rubber Bearing (LRB):
LRB – SMA system comparison:
same secant stiffness to the design displacement (equivalence)
different theoretical hysteretic dissipation
SMA applications in Earthquake Engineering
Summary of time-history analysis results:
Superelastic hysteresis eliminates the residual displacements
Overall flag-shape isolation system behavior close to elastoplastic response in: controlling maximum resisting force; limiting maximum displacement demand; dissipating the absorbed energy
Results valid for many values of dissipation capability and rigid&flexible superstructure condition
SMA applications in Earthquake Engineering
Work in progress:
Main issues are related to: provide enough displacement capacity
validate the dynamic behavior of the material investigate on the multidirectional response of the device
Design and development of a real device able to provide the horizontal displacement – base shear relation like the one assumed:
Attanasi, Auricchio, Fenves. Feasibility Assessment of an Innovative Isolation Bearing System with Shape Memory Alloys, Journal of Earthquake Engineering, 13(s.i.1):18-39, 2009.
Attanasi, Auricchio, Fenves. “Feasibility Investigation of Superelastic Effect Devices for Seismic Isolation Applications Journal of Materials Engineering and Performance, doi:10.1007/s11665-009-9372-3, 2009.
References:
Current SMA projects
SMARTeR: Shape Memory Alloys to Regulate Transient Responses in civil engineering
Coordinator: Michel Fremond Funded by: ESF Eurocores Programme Duration: December 2006 - December 2009
BioSMA - Mathematics for Shape Memory Technologies in Biomechanics
Coordinator: Ulisse Stefanelli Funded by: FP7 Ideas ERC Starting Grant Duration: September 2008 - October 2013
Presentation outline
Isogeometric Analysis Shape Memory Alloy Modeling and Application Other Interesting Research Works in Progress
• Meshless Methods • Beam Finite Elements
Conclusions
Work in progress: meshless methods
Besides the aforementioned isogeometric collocation techniques, we are currently focusing on evolutions of Smoothed Particle Hydrodynamics (SPH).
Aim: reliable simulation of fast dynamics, impact problems and blasts. Tool: particle methods (particularly suitable for explicit solvers)
But: classical SPH-based methods show many problems in approximating Mechanics of Solids equations [lack of or low order h-convergence; bad or tricky imposition of boundary conditions; etc.]
Idea: going back to the basis of SPH [on simple examples!] removing unnecessary hypotheses and approximations [many!], focusing on obtaining higher orders of convergence.
Asprone, Auricchio, Manfredi, Prota, AR, Sangalli. SPH methods for a 1D elastic model problem: error analysis and development of a second-order accurate formulation, submitted, 2009. [also higher dimension static results are now available; next step: dynamics]
Reference:
Work in progress: beam finite elements
We also deal with the study and development of advanced finite element beam formulations.
In this context, we recently devoted a good deal of attention to the study of geometrically nonlinear beam elements.
Currently the focus is on the development of advanced theories for homogeneous and multi-layered beams, for which some good preliminary results have been obtained [work developed within G. Balduzzi’s research period to be completed within his (future) PhD thesis].
Auricchio, Carotenuto, AR. On the geometrically exact beam model: a consistent, effective and simple derivation from three-dimensional finite elasticity. International Journal of Solids and Structures, 45:4766-4781, 2008.
Reference:
Presentation outline
Isogeometric Analysis Shape Memory Alloy Modeling and Application Other Interesting Research Works in Progress
• Meshless Methods • Beam Finite Elements
Conclusions
Conclusions
Final message: before running an analysis, always keep in mind the two Basic Principles of (good) Engineering [Prof. MP Collins]:
You can’t push on a rope!
[never ask a model to do something that it simply can’t do]
To find an answer, you must know the answer!
[never use numerical analysis as a “black-box” but, if you have to, use your engineering judgment before relying on the results]
Idea: introducing some Computational Mechanics topics we are currently working on, i.e.
Isogeometric analysis
Shape memory alloys
Meshless methods
Advanced beam models
Aim: collaborating with interested structural engineers!