An Improved Isogeometric Analysis Using the Lagrange Multiplier Method

Similar documents
Modeling Local Uncertainty accounting for Uncertainty in the Data

Numerical Solution of Deformation Equations. in Homotopy Analysis Method

Report #1 Example. Semester

COMPOSITION OF ISOGEOMETRIC ANALYSIS WITH LEVEL SET METHOD FOR STRUCTURAL TOPOLOGY OPTIMIZATION

Type-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements

Analysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress

Boundary layer and mesh refinement effects on aerodynamic performances of horizontal axis wind turbine (HAWT)

Very simple computational domains can be discretized using boundary-fitted structured meshes (also called grids)

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS

Traditional Discretisation Methods. Finite Difference Finite Element Finite Volume

Scheduling with Integer Time Budgeting for Low-Power Optimization


NURBS curve method Taylor's launch type of interpolation arithmetic Wan-Jun Zhang1,2,3,a, Shan-Ping Gao1,b Xi-Yan Cheng 1,c &Feng Zhang2,d

A simple piecewise cubic spline method for approximation of highly nonlinear data

Hermite Splines in Lie Groups as Products of Geodesics

MECHANICAL ANALYSIS OF 2D-BRAZED JOINT USING A NEW HYBRID MAX- FEM MODEL

Structured Grid Generation Via Constraint on Displacement of Internal Nodes

Multilevel Iterative Methods

Module 6: FEM for Plates and Shells Lecture 6: Finite Element Analysis of Shell

Using BESO method to optimize the shape and reinforcement of the underground openings

An Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method

Finite Element Analysis of Rubber Sealing Ring Resilience Behavior Qu Jia 1,a, Chen Geng 1,b and Yang Yuwei 2,c

TECHNICAL TRANSACTIONS 7/2017 CZASOPISMO TECHNICZNE 7/2017 MECHANICS

Interpolation of the Irregular Curve Network of Ship Hull Form Using Subdivision Surfaces

Dynamic wetting property investigation of AFM tips in micro/nanoscale

Modeling, Manipulating, and Visualizing Continuous Volumetric Data: A Novel Spline-based Approach

A General Algorithm for Computing Distance Transforms in Linear Time

Generalizations of Non-Uniform Rational B-Splines: Theory, Software and Applications

A Five-Point Subdivision Scheme with Two Parameters and a Four-Point Shape-Preserving Scheme

Computers and Structures

Introduction to Geometric

Cluster Analysis of Electrical Behavior

Topology Design using LS-TaSC Version 2 and LS-DYNA

Research Article Quasi-Bézier Curves with Shape Parameters

Mathematics 256 a course in differential equations for engineering students

SENSITIVITY ANALYSIS WITH UNSTRUCTURED FREE MESH GENERATORS IN 2-D AND 3-D SHAPE OPTIMIZATION.

Constrained Robust Model Predictive Control Based on Polyhedral Invariant Sets by Off-line Optimization

A new paradigm of fuzzy control point in space curve

Rational Interpolants with Tension Parameters

Learning the Kernel Parameters in Kernel Minimum Distance Classifier

Parametric Study on Pile-Soil Interaction Analyses By Overlaying Mesh Method

Lecture 08 Multiple View Geometry 2

A Newton-Type Method for Constrained Least-Squares Data-Fitting with Easy-to-Control Rational Curves

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis

R s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes

Multiscale Implicit Functions for Unified Data Representation

The Greedy Method. Outline and Reading. Change Money Problem. Greedy Algorithms. Applications of the Greedy Strategy. The Greedy Method Technique

A Numerical Technique of Initial and Boundary Value Problems by Galerkin s Weighted Method and Comparison of the Other Approximate Numerical Methods

Circuit Analysis I (ENGR 2405) Chapter 3 Method of Analysis Nodal(KCL) and Mesh(KVL)

The Codesign Challenge

Reading. 14. Subdivision curves. Recommended:

Obstacle Avoidance by Using Modified Hopfield Neural Network

GSA Training Notes Raft and Piled-raft Analysis

Multiblock method for database generation in finite element programs

A combined test for randomness of spatial distribution of composite microstructures

Parallelism for Nested Loops with Non-uniform and Flow Dependences

SENSITIVITY ANALYSIS IN LINEAR PROGRAMMING USING A CALCULATOR

A mathematical programming approach to the analysis, design and scheduling of offshore oilfields

An Optimal Algorithm for Prufer Codes *

Problem Set 3 Solutions

An efficient method to build panoramic image mosaics

Design of Structure Optimization with APDL

GSLM Operations Research II Fall 13/14

Geometric Modeling and Numerical Simulation of Airfoil Shapes Using Integrated MATLAB and COMSOL Multiphysics

OBJECT TRACKING BY ADAPTIVE MEAN SHIFT WITH KERNEL BASED CENTROID METHOD

6.854 Advanced Algorithms Petar Maymounkov Problem Set 11 (November 23, 2005) With: Benjamin Rossman, Oren Weimann, and Pouya Kheradpour

陳申岳 S-Y. Chen, 2007, Gradient-Based Structural and CFD Global Shape Optimization with SmartDO and the Response Smoothing Technology, Proceeding of

Solutions to Programming Assignment Five Interpolation and Numerical Differentiation

Discontinuous Galerkin methods for flow and transport problems in porous media

Vectorization of Image Outlines Using Rational Spline and Genetic Algorithm

A gradient smoothing method (GSM) for fluid dynamics problems

Virtual Machine Migration based on Trust Measurement of Computer Node

Physically based morphing of point-sampled surfaces

All-Pairs Shortest Paths. Approximate All-Pairs shortest paths Approximate distance oracles Spanners and Emulators. Uri Zwick Tel Aviv University

Analysis of Continuous Beams in General

INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM

Harmonic Coordinates for Character Articulation PIXAR

Cable optimization of a long span cable stayed bridge in La Coruña (Spain)

Kinematics of pantograph masts

Contours Planning and Visual Servo Control of XXY Positioning System Using NURBS Interpolation Approach

Mode III fracture mechanics analysis with Fourier series method

Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input

An Application of the Dulmage-Mendelsohn Decomposition to Sparse Null Space Bases of Full Row Rank Matrices

Intra-Parametric Analysis of a Fuzzy MOLP

A. General Type- Fzzy Clsterng There are two knds of type- fzzy sets whch are often sed n clsterng algorthms: 1) nterval and ) general. In nterval typ

Life Tables (Times) Summary. Sample StatFolio: lifetable times.sgp

Quality Improvement Algorithm for Tetrahedral Mesh Based on Optimal Delaunay Triangulation

Geometric Theory, Algorithms, and Techniques

A New Approach For the Ranking of Fuzzy Sets With Different Heights

A COMPARISON OF TWO METHODS FOR FITTING HIGH DIMENSIONAL RESPONSE SURFACES

S1 Note. Basis functions.

LS-TaSC Version 2.1. Willem Roux Livermore Software Technology Corporation, Livermore, CA, USA. Abstract

The Theory and Application of an Adaptive Moving Least. Squares for Non-uniform Samples

Interactive NURBS Tutorial in Virtual Reality

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration

Barycentric Coordinates. From: Mean Value Coordinates for Closed Triangular Meshes by Ju et al.

NUMERICAL ANALYSIS OF A COUPLED FINITE-INFINITE ELEMENT METHOD FOR EXTERIOR HELMHOLTZ PROBLEMS

Adaptive Fairing of Surface Meshes by Geometric Diffusion

BFF1303: ELECTRICAL / ELECTRONICS ENGINEERING. Direct Current Circuits : Methods of Analysis

Transcription:

An Improved Isogeometrc Analyss Usng the Lagrange Mltpler Method N. Valzadeh 1, S. Sh. Ghorash 2, S. Mohammad 3, S. Shojaee 1, H. Ghasemzadeh 2 1 Department of Cvl Engneerng, Unversty of Kerman, Kerman, Iran, navd.valzadeh@gmal.com, saeed.shojaee@mal.k.ac.r 2 Department of Cvl Engneerng, KNToos Unversty of Technology, Tehran, Iran, s.sh.ghorash@gmal.com, ghasemzadeh@knt.ac.r 3 School of Cvl Engneerng, Unversty of Tehran, Tehran, Iran, smoham@t.ac.r 1Introdcton Isogeometrc analyss (IGA) s a novel comptatonal approach recently developed by Hghes et al. [1]wth the am of ntegratng compter aded desgn (CAD) nto strctral analyss. It ses non nform ratonal B-splnes (NURBS) for both descrpton of the geometry and approxmaton of thesolton feld. NURBS are the most common bass fnctons n the CAD systems. Usng CAD bass fnctons drectly n the fnte element analyss (FEA), leads to elmnate the exstng tme-consmng data converson process between CAD systems and fnte element packages n engneerng problems. Ths s one of the man deas behnd developng sogeometrc analyss and vastly smplfes mesh refnement of complex ndstral geometres [1].Althogh IGA has attracted many research nterests and sccessflly has been appled n dverse engneerng problems, bt t stll sffers from a nmber of drawbackswhch reqre frther nvestgaton. One of the key challenges wth IGA s the mposton of essental bondary condtons; hence, some specfc technqes have to be sed. As the NURBS bass fnctons n sogeometrc analyss,smlar to many meshfreebass fnctons, are not nterpolatory; they do not satsfy the kronecker-delta property. Therefore, mposton of nhomogeneos essental bondary condtons s not a straghtforward task, as t s the case n a homogeneos one.to mpose the essental bondary condtons n nmercal methods wth non-nterpolatory bass fncton, several strateges have been proposed [2]. Snce the Lagrange mltpler method [3] has been wdely appled n varos engneerng smlatons, t s now selected for mprovng the mposton of essental bondary condtons n IGA. 2 NURBS-based sogeometrc analyss A 2-D lnear elastcty problem wth the presence of body forces b and tracton forces t s consdered. The strong form eqaton and the bondary condtons are as follows:. σ b 0 n σ. n t on t (1-a) (1-b) on (1-c) where 0 and 0 represent the homogenos and nhomogeneos bondary condtons respectvely.

Implementng the vrtal dsplacement method, the followng weak form eqaton s then obtaned: T T T εσd bd td0 t where σ s the stress tensor and ε s the stran tensor. In sogeometrc approach, the dscretzaton s based on NURBS. Hence, the geometry and solton feld are approxmated as, np x(, ) R(, ) P, 1 np 1 patch h (, ) R(, ) d, patch where R (, ) s the NURBS bass fncton, P s the coordnate poston of the th control pont and d s the dsplacement vector. Ths yelds the element patch stffness matrx T K (, ) (, ) (5) B DB J dd e e 3Imposng essental bondary condtons It s well worth notng that drect mposton of homogeneos essental bondary condtons to the control varables, as dscssed n [1], has no dffclty, bt mposng nhomogeneos essental bondary condtons needs new developments [1]. For ths reason, the Lagrange mltpler method s employed n ths stdy as a scheme for treatment of essental bondary condtons. In ths method, sng the Lagrange mltpler λ, the essental bondary condton (Eq. 1-c) s converted nto an ntegral form: T λ ( ) d (6) Therefore, the standard weak form (2) s changed to nclde two new terms, T T T T T εσd bd td λ ( ) d λd0 t To obtan the dscretzed eqaton from ths weak form, the Lagrange mltplers mst be dscretzed. As dscssed n [2], among several possbltes for the choce of the nterpolaton space for the Lagrange mltpler, the NURBS and Lagrange shape fnctons can be chosen. In ths stdy, Lagrange mltplers are nterpolated on essental bondary sng the Lagrange shape fnctons. The Lagrange mltplers are defned at several essental bondary ponts. An approprate choce for these desred essental bondary ponts s the Grevlle abscssas [4], defned as, p 1... p g, 1,..., n (8) p where p s the NURBS order and n s the nmber of control ponts. Interpolatng the Lagrange mltplers sng 1D Lagrange shape fnctons on physcal bondary ponts correspondng to Grevlle abscssas, leads to n ( ) N ( ) (9) 1 where N( ) s the 1D Lagrange bass fncton and n s the nmber of the essental bondary ponts appled for ths nterpolaton. After some mathematcal manplaton, the dscretzed form of Eq. (7) can be descrbed as (2) (3) (4) (7) 2

K G f T (10) G 0 λ q where K and f are stffness matrx and force vector, respectvely, and the nodal matrx G j and the vector q are defned as: G nt j N ( ) R j (, ) dn ( k ) R j ( k, k )det( J( k )) w k k 1 q N ( ) d where R j(, ) s the 2D NURBS bass fncton, nt s the nmber of Gass ntegraton ponts, k denotes the poston of Gass pont n the parent element obtaned sng the Gass qadratre rle for ntegraton on a crve bondary and ( k, k ) s the poston of Gass pont n the parametrc space. 4Nmercal example Consder the potental problem on a nt sqare doman. The governng eqaton and bondary condtons are gven as follows: s 0 n n. t on t (13) on where s s the sorce term. The sorce term for ths problem s gven as: (11) (12) sx ( ) ysn( x) (14) The analytcal solton s also obtaned as, ( x) ( xsn( x)) y x[0,1] 2 (15) Prescrbed Drchlet bondary condtons are calclated from the exact solton and mposed on all sdes of the sqare. In ths problem, no tracton s consdered. The ntal geometry s constrcted by tensor prodct of qadratc NURBS bass fnctons. As all the weghts are assmed to be nty for ths problem, NURBS degenerates to B-splnes. The ntal parameterc space s gven by two knot vectors of the same form:0,0,0,0.5,1,1,1. Usng h- refnement strategy, meshes wth 16, 64, 256 and 1024 elements are consdered for the convergence stdy. The sogeometrc solton and the absolte error for the Lagrange mltpler method on a model wth 256 elements are plotted n Fg. 1. The L 2 and H 1 error norms are plotted n Fg. 2. As expected, cbc and qadratc convergence rates for the L 2 and H 1 error norms are obtaned for the Lagrange mltpler method (see Fg. 2), whereas only a qadratc convergence s obtaned wth the drect mposton of essental bondary condtons.it can be clearly observed that the Lagrange mltpler method presents speror accracy and hgher rate of convergence n comparson wth the drect method. 5 Conclson In ths paper, an effcent technqe based on the Lagrange mltpler method s sggested for mposton of essental bondary condtons n NURBS-based sogeometrc analyss. In ths approach, the Lagrange mltplers are defned on a set of physcal bondary ponts. In general, these nterpolaton ponts are Grvlle abscssas on the essental bondary. Among the 3

varos possble choces of the nterpolaton space for the Lagrange mltplers, the Lagrange shape fnctons have been adopted. The reslts of several 2D smlatons have llstrated that excellent solton accracy and rate of convergence are obtaned by ths approach. It also offers a far hgher rate of convergence n comparson wth the drect mposton of essental bondary condton. Fg. 1. Isogeometrc solton wth 256 elements (Left) and absolte error (Rght) based on the Lagrange mltpler method. References Fg. 2.Comparson of L 2 (Left) and H 1 error norm (Rght). [1] T.J.R. Hghes, J.A.Cottrell,Y.Bazlevs,Isogeometrc analyss: CAD, fnte elements, NURBS, exact geometry and mesh refnement, Compter Methods n Appled Mechancs and Engneerng, 194 (39-41): 4135 4195, 2005. [2] S.Fernández-Méndez, A. Herta,Imposng essental bondary condtons n mesh-free methods, Compter Methods n Appled Mechancs and Engneerng, 193(12-14): 1257 1275, 2004. [3] T.Belytschko, Y.Y. L, L.G, Element free Galerkn methods, Internatonal Jornal for Nmercal Methods n Engneerng, 37 (2): 229 256, 1994. [4] J.Hoschek, D.Lasser, Fndamentals of Compter Aded Geometrc Desgn, A.K. Peters, Ldt, Wellesley, Massachsetts,1993. 4

5