Module 6: FEM for Plates and Shells Lecture 6: Finite Element Analysis of Shell
|
|
- Sydney O’Connor’
- 6 years ago
- Views:
Transcription
1 Module 6: FEM for Plates and Shells Lecture 6: Fnte Element Analyss of Shell Introducton A shell s a curved surface, whch by vrtue of ther shape can wthstand both membrane and bendng forces. A shell structure can take hgher loads f, membrane stresses are predomnant, whch s prmarly caused due to n-plane forces (plane stress condton). However, localed bendng stresses wll appear near load concentratons or geometrc dscontnutes. he shells are analogous to cable or arch structure dependng on whether the shell ressts tensle or, compressve stresses respectvely. Few advantages usng shell elements are gven below.. Hgher load carryng capacty. Lesser thckness and hence lesser dead load 3. Lesser support requrement 4. Larger useful space 5. Hgher aesthetc value. he example of shell structures ncludes large-span roof, coolng towers, ppng system, pressure vessel, arcraft fuselage, rockets, water tank, arch dams, and many more. Even n the feld of bomechancs, shell elements are used for analyss of skull, Crustaceans shape, red blood cells, etc Classfcaton of Shells Shell may be classfed wth several alternatves. Dependng upon deflecton n transverse drecton due to transverse shear force per unt length, the shell can be classfed nto structurally thn or thck shell. Further, dependng upon the thckness of the shell n comparson to the rad of curvature of the md surface, the shell s referred to as geometrcally thn or thck shell. ypcally, f thckness to rad of curvature s less than 0.05, then the shell can be assumed as a thn shell. For most of the engneerng applcaton the thckness of shell remans wthn 0.00 to 0.05 and treated as thn shell Assumptons for hn Shell heory hn shell theores are bascally based on Love-Krchoff assumptons as follows.. As the shell deforms, the normal to the un-deformed mddle surface reman straght and normal to the deformed mddle surface undergo no extenson..e., all stran components n the drecton of the normal to the mddle surface s ero.. he transverse normal stress s neglected. hus, above assumptons reduce the three dmensonal problems nto two dmensonal Overvew of Shell Fnte Elements Many approaches exst for dervng shell fnte elements, such as, flat shell element, curved shell element, sold shell element and degenerated shell element. hese are dscussed brefly bellow.
2 39 (a) Flat shell element he geometry of these types of elements s assumed as flat. he curved geometry of shell s obtaned by assemblng number of flat elements. hese elements are based on combnaton of membrane element and bendng element that enforced Krchoff s hypothess. It s mportant to note that the couplng of membrane and bendng effects due to curvature of the shell s absent n the nteror of the ndvdual elements. (b) Curved shell element Curved shell elements are symmetrcal about an axs of rotaton. As n case of axsymmetrc plate elements, membrane forces for these elements are represented wth respected to merdan drecton as,, and n crcumferental drectons as,,. However, the dffcultes assocated wth these elements ncludes, dffculty n descrbng geometry and achevng nter-elemental compatblty. Also, the satsfacton of rgd body modes of behavour s acute n curved shell elements. (c) Sold shell element hough, use of 3D sold element s another opton for analyss of shell structure, dealng wth too many degrees of freedom makes t uneconomc n terms of computaton tme. Further, due to small thckness of shell element, the stran normal to the md surface s assocated wth very large stffness coeffcents and thus makes the equatons ll condtoned. (d) Degenerated shell elements Here, elements are derved by degeneratng a 3D sold element nto a shell surface element, by deletng the ntermedate nodes n the thckness drecton and then by projectng the nodes on each surface to the md surface as shown n Fg (a) 3D sold element (b) Degenerated Shell element 6.6. Degeneraton of 3D element
3 40 hs approach has the advantage of beng ndependent of any partcular shell theory. hs approach can be used to formulate a general shell element for geometrc and materal nonlnear analyss. Such element has been employed very successfully when used wth 9 or, n partcular, 6 nodes. However, the 6- node element s qute expensve n computaton. In a degenerated shell model, the numbers of unknowns present are fve per node (three md-surface dsplacements and two drector rotatons). Moderately thck shells can be analysed usng such elements. However, selectve and reduced ntegraton technques are necessary to use due to shear lockng effects n case of thn shells. he assumptons for degenerated shell are smlar to the Ressner-Mndln assumptons Fnte Element Formulaton of a Degenerated Shell Let consder a degenerated shell element, obtaned by degeneratng 3D sold element. he degenerated shell element as shown n Fg 6.6.(b) has eght nodes, for whch the analyss s carred out. Let, are the natural coordnates n the md surface. And ς s the natural coordnate along thckness drecton. he shape functons of a two dmensonal eght node soparametrc element are: ( -x)( -h)( -x-h- ) ( + x)( -x)( -h) N N5 4 ( + x)( -h)( x-h- ) ( + x)( + h)( -h) N N6 4 (6.6.) ( + x)( + h)( x+ h- ) ( + x)( - x)( + h) N3 N7 4 ( - x)( + h)( - x+ h-) ( - x)( + h)( -h) N4 N 4 he poston of any pont nsde the shell element can be wrtten n terms of nodal coordnates as ì xü ì ìx ü ì x ü ü y N( xh, ) + - y y + å (6.6.) î î top î î bottom Snce, ς s assumed to be normal to the md surface, the above expresson can be rewrtten n terms of a vector connectng the upper and lower ponts of shell as Or, ìxü ì ì (, ) ì x ü ì x ü ü ì ì x ü ì x ü üü y N xh y y + + y - y å top bottom î î î î top î î î î bottom
4 4 ì xü ì ìx ü ü y N y + î îî Where, å ( xh, ) (6.6.3) 3 ì x ü ì x x ü ì ü ì ü ì x ü ì x ü y y + y and, 3 y - y î î top î î bottom î top î bottom (6.6.4) Fg Local and global coordnates For small thckness, the vector 3 can be represented as a unt vector t v 3 : ì xü ì ìx ü ü y N( xh, ) y + tv 3 å (6.6.5) î î î Where, t s the thckness of shell at th node. In a smlar way, the dsplacement at any pont of the shell element can be expressed n terms of three dsplacements and two rotaton components about two orthogonal drectons normal to nodal load vector 3 as, ì uü ì ìu ü ü t a ì ü v N( xh, ) v + [ v -v] å (6.6.6) b w w î î î î Where,, are the rotatons of two unt vectors v & v about two orthogonal drectons normal to nodal load vector 3.he values of v and v can be calculated n followng way: he coordnate vector of the pont to whch a normal drecton s to be constructed may be defned as x xˆ+ yj ˆ+ kˆ (6.6.7)
5 4 In whch, ˆ, ˆj, k ˆ are three (orthogonal) base vectors. hen, s the cross product of î & 3 as shown below. ˆ & 3 (6.6.) and, v 3 & v (6.6.9) Jacoban matrx he Jacoban matrx for eght node shell element can be expressed as, é * N * N * N ( x + tx) ( y + ty) ( + t å å å ) x x x * N * N * N [ J] å( x + tx) å( y + ty) å( + t) h h h * * * ånx åny ån ù úû (6.6.0) Stran dsplacement matrx he relatonshp between stran and dsplacement s descrbed by { } [ B]{ d} e (6.6.) Where, the dsplacement vector wll become: { d} { u v w v v u v w v v } (6.6.) And the stran components wll be ì u ü x v y u v [ e] + (6.6.3) y x v w + y w u + î x Usng eq. (6.6.6) n eq. (6.6.3) and then dfferentatng w.r.t.,, the stran dsplacement matrx wll be obtaned as
6 43 é u v wù ì N ü ì N ü ì N ü x x x x x x b é ù é a ù u v wú N tv N [ u v w ] ú - tv N b h h h å h å + a h å h êb ú ê 3 u v w 0 N a ú ë û 3 N ë û ê ú ë û î î î (6.6.4) Stress stran relaton he stress stran relatonshp s gven by s D e (6.6.5) { } [ ]{ } Usng eq. (6.6.) n eq. (6.6.5) one can fnd the followng relaton. { } [ D][ B]{ d} s (6.6.6) Where, the stress stran relatonshp matrx s represented by é m ù m m E [ D] (6.6.7) -m a( -m) a( -m) úû he value of shear correcton factor a s consdered generally as 5/6. he above consttutve matrx can be splt nto two parts ([D b ] and [D s ] )for adopton of dfferent numercal ntegraton schemes for bendng and shear contrbutons to the stffness matrx. é[ Db ] [ 0] ù [ D] (6.6.) [ 0] [ Ds ] úû hus, é ù m 0 E [ Db ] 0 m (6.6.9) -m -m 0 0 úû and Ea é 0ù [ Ds ] (6.6.0) ( + m) ê ë 0 ú û
7 44 It may be mportant to note that the consttutve relaton expressed n eq. (6.6.9) s same as for the case of plane stress formulaton. Also, eq. (6.6.0) wth a multplcaton of thckness h s smlar to the terms corresponds to shear force n case of plate bendng problem Element stffness matrx Fnally, the stffness matrx for the shell element can be computed from the expresson k òòò B D B dw (6.6.) [ ] [ ] [ ][ ] However, t s convenent to dvde the elemental stffness matrx nto two parts: () bendng and membrane effect and () transverse shear effects. hs wll facltate the use of approprate order of numercal ntegraton of each part. hus, k k + k (6.6.) [ ] [ ] [ ] b s Where, contrbuton due to bendng and membrane effects to stffness s denoted as [k] b and transverse shear contrbuton to stffness s denoted as [k] s and expressed n the followng form. k B D B dw and k B D B dw òòò òòò (6.6.3) [ ] [ ] [ ] [ ] [ ] [ ] [ ] [ ] b b b b s s s s Numercal procedure wll be used to evaluate the stffness matrx. A Gauss Quadrature can be used to evaluate the ntegral of [k] b and one pont Gauss Quadrature may be used to ntegrate [k] s to avod shear lockng effect.
2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements
Module 3: Element Propertes Lecture : Lagrange and Serendpty Elements 5 In last lecture note, the nterpolaton functons are derved on the bass of assumed polynomal from Pascal s trangle for the fled varable.
More informationAnalysis of Continuous Beams in General
Analyss of Contnuous Beams n General Contnuous beams consdered here are prsmatc, rgdly connected to each beam segment and supported at varous ponts along the beam. onts are selected at ponts of support,
More informationFinite Element Analysis of Rubber Sealing Ring Resilience Behavior Qu Jia 1,a, Chen Geng 1,b and Yang Yuwei 2,c
Advanced Materals Research Onlne: 03-06-3 ISSN: 66-8985, Vol. 705, pp 40-44 do:0.408/www.scentfc.net/amr.705.40 03 Trans Tech Publcatons, Swtzerland Fnte Element Analyss of Rubber Sealng Rng Reslence Behavor
More informationAn Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method
Internatonal Journal of Computatonal and Appled Mathematcs. ISSN 89-4966 Volume, Number (07), pp. 33-4 Research Inda Publcatons http://www.rpublcaton.com An Accurate Evaluaton of Integrals n Convex and
More informationAccounting for the Use of Different Length Scale Factors in x, y and z Directions
1 Accountng for the Use of Dfferent Length Scale Factors n x, y and z Drectons Taha Soch (taha.soch@kcl.ac.uk) Imagng Scences & Bomedcal Engneerng, Kng s College London, The Rayne Insttute, St Thomas Hosptal,
More informationModeling of Fillets in Thin-walled Beams Using Shell/Plate and Beam Finite. Elements
Modelng of Fllets n Thn-walled Beams Usng Shell/Plate and Beam Fnte Elements K. He Graduate Research Assstant W.D. Zhu Professor and Correspondng Author Emal: wzhu@umbc.edu; Tel: 410-455-3394 Department
More informationElectrical analysis of light-weight, triangular weave reflector antennas
Electrcal analyss of lght-weght, trangular weave reflector antennas Knud Pontoppdan TICRA Laederstraede 34 DK-121 Copenhagen K Denmark Emal: kp@tcra.com INTRODUCTION The new lght-weght reflector antenna
More informationHermite Splines in Lie Groups as Products of Geodesics
Hermte Splnes n Le Groups as Products of Geodescs Ethan Eade Updated May 28, 2017 1 Introducton 1.1 Goal Ths document defnes a curve n the Le group G parametrzed by tme and by structural parameters n the
More informationLecture #15 Lecture Notes
Lecture #15 Lecture Notes The ocean water column s very much a 3-D spatal entt and we need to represent that structure n an economcal way to deal wth t n calculatons. We wll dscuss one way to do so, emprcal
More informationR s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes
SPH3UW Unt 7.3 Sphercal Concave Mrrors Page 1 of 1 Notes Physcs Tool box Concave Mrror If the reflectng surface takes place on the nner surface of the sphercal shape so that the centre of the mrror bulges
More informationParallelism for Nested Loops with Non-uniform and Flow Dependences
Parallelsm for Nested Loops wth Non-unform and Flow Dependences Sam-Jn Jeong Dept. of Informaton & Communcaton Engneerng, Cheonan Unversty, 5, Anseo-dong, Cheonan, Chungnam, 330-80, Korea. seong@cheonan.ac.kr
More informationSolitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis
Internatonal Mathematcal Forum, Vol. 6,, no. 7, 8 Soltary and Travelng Wave Solutons to a Model of Long Range ffuson Involvng Flux wth Stablty Analyss Manar A. Al-Qudah Math epartment, Rabgh Faculty of
More informationS1 Note. Basis functions.
S1 Note. Bass functons. Contents Types of bass functons...1 The Fourer bass...2 B-splne bass...3 Power and type I error rates wth dfferent numbers of bass functons...4 Table S1. Smulaton results of type
More informationChapter 6 Programmng the fnte element method Inow turn to the man subject of ths book: The mplementaton of the fnte element algorthm n computer programs. In order to make my dscusson as straghtforward
More informationKinematics of pantograph masts
Abstract Spacecraft Mechansms Group, ISRO Satellte Centre, Arport Road, Bangalore 560 07, Emal:bpn@sac.ernet.n Flght Dynamcs Dvson, ISRO Satellte Centre, Arport Road, Bangalore 560 07 Emal:pandyan@sac.ernet.n
More informationHyperelastic Materials Characterization by Planar Tension Tests and Full-field Strain Measurement
Proceedngs of the EM Annual Conference June 1-4, 009 Albuquerque New Meco UA 009 ocet for Epermental Mechancs Inc. Hperelastc Materals Characterzaton b Planar Tenson Tests and Full-feld tran Measurement
More informationA unified library of nonlinear solution schemes
A unfed lbrary of nonlnear soluton schemes Sofe E. Leon, Glauco H. Paulno, Anderson Perera, Ivan F. M. Menezes, Eduardo N. Lages 7/27/2011 Motvaton Nonlnear problems are prevalent n structural, flud, contnuum,
More informationAnalysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress
Analyss of 3D Cracks n an Arbtrary Geometry wth Weld Resdual Stress Greg Thorwald, Ph.D. Ted L. Anderson, Ph.D. Structural Relablty Technology, Boulder, CO Abstract Materals contanng flaws lke nclusons
More informationRange images. Range image registration. Examples of sampling patterns. Range images and range surfaces
Range mages For many structured lght scanners, the range data forms a hghly regular pattern known as a range mage. he samplng pattern s determned by the specfc scanner. Range mage regstraton 1 Examples
More informationy and the total sum of
Lnear regresson Testng for non-lnearty In analytcal chemstry, lnear regresson s commonly used n the constructon of calbraton functons requred for analytcal technques such as gas chromatography, atomc absorpton
More informationA New Analytical Integration Expression Applied To Quadrilateral Finite Elements
A New Analytcal Integraton Expresson Appled To Quadrlateral Fnte Elements D. HAMADI and A. ZATAR 2 Abstract A new analytcal ntegraton expresson s presented and used to evaluate the element stffness matrx
More informationType-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data
Malaysan Journal of Mathematcal Scences 11(S) Aprl : 35 46 (2017) Specal Issue: The 2nd Internatonal Conference and Workshop on Mathematcal Analyss (ICWOMA 2016) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES
More informationMultiblock method for database generation in finite element programs
Proc. of the 9th WSEAS Int. Conf. on Mathematcal Methods and Computatonal Technques n Electrcal Engneerng, Arcachon, October 13-15, 2007 53 Multblock method for database generaton n fnte element programs
More informationTopology Design using LS-TaSC Version 2 and LS-DYNA
Topology Desgn usng LS-TaSC Verson 2 and LS-DYNA Wllem Roux Lvermore Software Technology Corporaton, Lvermore, CA, USA Abstract Ths paper gves an overvew of LS-TaSC verson 2, a topology optmzaton tool
More informationDesign of Structure Optimization with APDL
Desgn of Structure Optmzaton wth APDL Yanyun School of Cvl Engneerng and Archtecture, East Chna Jaotong Unversty Nanchang 330013 Chna Abstract In ths paper, the desgn process of structure optmzaton wth
More informationProper Choice of Data Used for the Estimation of Datum Transformation Parameters
Proper Choce of Data Used for the Estmaton of Datum Transformaton Parameters Hakan S. KUTOGLU, Turkey Key words: Coordnate systems; transformaton; estmaton, relablty. SUMMARY Advances n technologes and
More informationMixed-mode delamination in 2D layered beam finite elements
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING Int. J. Numer. Meth. Engng 215; 14:767 788 Publshed onlne 26 May 215 n Wley Onlne Lbrary (wleyonlnelbrary.com)..4939 Mxed-mode delamnaton n 2D
More informationReview of approximation techniques
CHAPTER 2 Revew of appromaton technques 2. Introducton Optmzaton problems n engneerng desgn are characterzed by the followng assocated features: the objectve functon and constrants are mplct functons evaluated
More informationAn Application of the Dulmage-Mendelsohn Decomposition to Sparse Null Space Bases of Full Row Rank Matrices
Internatonal Mathematcal Forum, Vol 7, 2012, no 52, 2549-2554 An Applcaton of the Dulmage-Mendelsohn Decomposton to Sparse Null Space Bases of Full Row Rank Matrces Mostafa Khorramzadeh Department of Mathematcal
More informationLOOP ANALYSIS. The second systematic technique to determine all currents and voltages in a circuit
LOOP ANALYSS The second systematic technique to determine all currents and voltages in a circuit T S DUAL TO NODE ANALYSS - T FRST DETERMNES ALL CURRENTS N A CRCUT AND THEN T USES OHM S LAW TO COMPUTE
More informationRecognizing Faces. Outline
Recognzng Faces Drk Colbry Outlne Introducton and Motvaton Defnng a feature vector Prncpal Component Analyss Lnear Dscrmnate Analyss !"" #$""% http://www.nfotech.oulu.f/annual/2004 + &'()*) '+)* 2 ! &
More informationAVO Modeling of Monochromatic Spherical Waves: Comparison to Band-Limited Waves
AVO Modelng of Monochromatc Sphercal Waves: Comparson to Band-Lmted Waves Charles Ursenbach* Unversty of Calgary, Calgary, AB, Canada ursenbach@crewes.org and Arnm Haase Unversty of Calgary, Calgary, AB,
More informationReading. 14. Subdivision curves. Recommended:
eadng ecommended: Stollntz, Deose, and Salesn. Wavelets for Computer Graphcs: heory and Applcatons, 996, secton 6.-6., A.5. 4. Subdvson curves Note: there s an error n Stollntz, et al., secton A.5. Equaton
More information3D vector computer graphics
3D vector computer graphcs Paolo Varagnolo: freelance engneer Padova Aprl 2016 Prvate Practce ----------------------------------- 1. Introducton Vector 3D model representaton n computer graphcs requres
More information3D Virtual Eyeglass Frames Modeling from Multiple Camera Image Data Based on the GFFD Deformation Method
NICOGRAPH Internatonal 2012, pp. 114-119 3D Vrtual Eyeglass Frames Modelng from Multple Camera Image Data Based on the GFFD Deformaton Method Norak Tamura, Somsangouane Sngthemphone and Katsuhro Ktama
More informationS.P.H. : A SOLUTION TO AVOID USING EROSION CRITERION?
S.P.H. : A SOLUTION TO AVOID USING EROSION CRITERION? Célne GALLET ENSICA 1 place Emle Bloun 31056 TOULOUSE CEDEX e-mal :cgallet@ensca.fr Jean Luc LACOME DYNALIS Immeuble AEROPOLE - Bat 1 5, Avenue Albert
More informationX- Chart Using ANOM Approach
ISSN 1684-8403 Journal of Statstcs Volume 17, 010, pp. 3-3 Abstract X- Chart Usng ANOM Approach Gullapall Chakravarth 1 and Chaluvad Venkateswara Rao Control lmts for ndvdual measurements (X) chart are
More informationVibration Characteristic Analysis of Axial Fan Shell Based on ANSYS Workbench
Internatonal Conference on Logstcs Engneerng, Management and Computer Scence (LEMCS 2015) Vbraton Characterstc Analyss of Axal Fan Shell Based on ANSYS Workbench Lchun Gu College of Mechancal and Electrcal
More informationSteps for Computing the Dissimilarity, Entropy, Herfindahl-Hirschman and. Accessibility (Gravity with Competition) Indices
Steps for Computng the Dssmlarty, Entropy, Herfndahl-Hrschman and Accessblty (Gravty wth Competton) Indces I. Dssmlarty Index Measurement: The followng formula can be used to measure the evenness between
More informationImprovement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration
Improvement of Spatal Resoluton Usng BlockMatchng Based Moton Estmaton and Frame Integraton Danya Suga and Takayuk Hamamoto Graduate School of Engneerng, Tokyo Unversty of Scence, 6-3-1, Nuku, Katsuska-ku,
More informationREFRACTION. a. To study the refraction of light from plane surfaces. b. To determine the index of refraction for Acrylic and Water.
Purpose Theory REFRACTION a. To study the refracton of lght from plane surfaces. b. To determne the ndex of refracton for Acrylc and Water. When a ray of lght passes from one medum nto another one of dfferent
More informationStitching of off-axis sub-aperture null measurements of an aspheric surface
Sttchng of off-axs sub-aperture null measurements of an aspherc surface Chunyu Zhao* and James H. Burge College of optcal Scences The Unversty of Arzona 1630 E. Unversty Blvd. Tucson, AZ 85721 ABSTRACT
More informationStructure from Motion
Structure from Moton Structure from Moton For now, statc scene and movng camera Equvalentl, rgdl movng scene and statc camera Lmtng case of stereo wth man cameras Lmtng case of multvew camera calbraton
More informationON THE DESIGN OF LARGE SCALE REDUNDANT PARALLEL MANIPULATOR. Wu huapeng, Heikki handroos and Juha kilkki
ON THE DESIGN OF LARGE SCALE REDUNDANT PARALLEL MANIPULATOR Wu huapeng, Hekk handroos and Juha klkk Machne Automaton Lab, Lappeenranta Unversty of Technology LPR-5385 Fnland huapeng@lut.f, handroos@lut.f,
More informationHarmonic Coordinates for Character Articulation PIXAR
Harmonc Coordnates for Character Artculaton PIXAR Pushkar Josh Mark Meyer Tony DeRose Bran Green Tom Sanock We have a complex source mesh nsde of a smpler cage mesh We want vertex deformatons appled to
More informationLine geometry, according to the principles of Grassmann s theory of extensions. By E. Müller in Vienna.
De Lnengeometre nach den Prnzpen der Grassmanschen Ausdehnungslehre, Monastshefte f. Mathematk u. Physk, II (89), 67-90. Lne geometry, accordng to the prncples of Grassmann s theory of extensons. By E.
More informationMathematics 256 a course in differential equations for engineering students
Mathematcs 56 a course n dfferental equatons for engneerng students Chapter 5. More effcent methods of numercal soluton Euler s method s qute neffcent. Because the error s essentally proportonal to the
More informationCluster Analysis of Electrical Behavior
Journal of Computer and Communcatons, 205, 3, 88-93 Publshed Onlne May 205 n ScRes. http://www.scrp.org/ournal/cc http://dx.do.org/0.4236/cc.205.350 Cluster Analyss of Electrcal Behavor Ln Lu Ln Lu, School
More informationColor in OpenGL Polygonal Shading Light Source in OpenGL Material Properties Normal Vectors Phong model
Color n OpenGL Polygonal Shadng Lght Source n OpenGL Materal Propertes Normal Vectors Phong model 2 We know how to rasterze - Gven a 3D trangle and a 3D vewpont, we know whch pxels represent the trangle
More informationBoundary Condition Simulation for Structural Local Refined Modeling Using Genetic Algorithm
2016 Internatonal Conference on Artfcal Intellgence: Technques and Applcatons (AITA 2016) ISBN: 978-1-60595-389-2 Boundary Condton Smulaton for Structural Local Refned Modelng Usng Genetc Algorthm Zhong
More informationCable optimization of a long span cable stayed bridge in La Coruña (Spain)
Computer Aded Optmum Desgn n Engneerng XI 107 Cable optmzaton of a long span cable stayed brdge n La Coruña (Span) A. Baldomr & S. Hernández School of Cvl Engneerng, Unversty of Coruña, La Coruña, Span
More informationAPPLICATION OF MULTIVARIATE LOSS FUNCTION FOR ASSESSMENT OF THE QUALITY OF TECHNOLOGICAL PROCESS MANAGEMENT
3. - 5. 5., Brno, Czech Republc, EU APPLICATION OF MULTIVARIATE LOSS FUNCTION FOR ASSESSMENT OF THE QUALITY OF TECHNOLOGICAL PROCESS MANAGEMENT Abstract Josef TOŠENOVSKÝ ) Lenka MONSPORTOVÁ ) Flp TOŠENOVSKÝ
More informationRelated-Mode Attacks on CTR Encryption Mode
Internatonal Journal of Network Securty, Vol.4, No.3, PP.282 287, May 2007 282 Related-Mode Attacks on CTR Encrypton Mode Dayn Wang, Dongda Ln, and Wenlng Wu (Correspondng author: Dayn Wang) Key Laboratory
More informationAir Transport Demand. Ta-Hui Yang Associate Professor Department of Logistics Management National Kaohsiung First Univ. of Sci. & Tech.
Ar Transport Demand Ta-Hu Yang Assocate Professor Department of Logstcs Management Natonal Kaohsung Frst Unv. of Sc. & Tech. 1 Ar Transport Demand Demand for ar transport between two ctes or two regons
More informationIntra-Parametric Analysis of a Fuzzy MOLP
Intra-Parametrc Analyss of a Fuzzy MOLP a MIAO-LING WANG a Department of Industral Engneerng and Management a Mnghsn Insttute of Technology and Hsnchu Tawan, ROC b HSIAO-FAN WANG b Insttute of Industral
More informationA Binarization Algorithm specialized on Document Images and Photos
A Bnarzaton Algorthm specalzed on Document mages and Photos Ergna Kavalleratou Dept. of nformaton and Communcaton Systems Engneerng Unversty of the Aegean kavalleratou@aegean.gr Abstract n ths paper, a
More informationEngineering Structures
Engneerng Structures 37 (2012) 106 124 Contents lsts avalable at ScVerse ScenceDrect Engneerng Structures journal homepage: www.elsever.com/locate/engstruct Topology optmzaton for braced frames: Combnng
More informationProgramming in Fortran 90 : 2017/2018
Programmng n Fortran 90 : 2017/2018 Programmng n Fortran 90 : 2017/2018 Exercse 1 : Evaluaton of functon dependng on nput Wrte a program who evaluate the functon f (x,y) for any two user specfed values
More informationKiran Joy, International Journal of Advanced Engineering Technology E-ISSN
Kran oy, nternatonal ournal of Advanced Engneerng Technology E-SS 0976-3945 nt Adv Engg Tech/Vol. V/ssue /Aprl-une,04/9-95 Research Paper DETERMATO O RADATVE VEW ACTOR WTOUT COSDERG TE SADOWG EECT Kran
More informationESTIMATION OF INTERIOR ORIENTATION AND ECCENTRICITY PARAMETERS OF A HYBRID IMAGING AND LASER SCANNING SENSOR
ESTIMATION OF INTERIOR ORIENTATION AND ECCENTRICITY PARAMETERS OF A HYBRID IMAGING AND LASER SCANNING SENSOR A. Wendt a, C. Dold b a Insttute for Appled Photogrammetry and Geonformatcs, Unversty of Appled
More informationCircuit Analysis I (ENGR 2405) Chapter 3 Method of Analysis Nodal(KCL) and Mesh(KVL)
Crcut Analyss I (ENG 405) Chapter Method of Analyss Nodal(KCL) and Mesh(KVL) Nodal Analyss If nstead of focusng on the oltages of the crcut elements, one looks at the oltages at the nodes of the crcut,
More informationMachine Learning 9. week
Machne Learnng 9. week Mappng Concept Radal Bass Functons (RBF) RBF Networks 1 Mappng It s probably the best scenaro for the classfcaton of two dataset s to separate them lnearly. As you see n the below
More informationCell Count Method on a Network with SANET
CSIS Dscusson Paper No.59 Cell Count Method on a Network wth SANET Atsuyuk Okabe* and Shno Shode** Center for Spatal Informaton Scence, Unversty of Tokyo 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
More informationMachine Learning: Algorithms and Applications
14/05/1 Machne Learnng: Algorthms and Applcatons Florano Zn Free Unversty of Bozen-Bolzano Faculty of Computer Scence Academc Year 011-01 Lecture 10: 14 May 01 Unsupervsed Learnng cont Sldes courtesy of
More informationHierarchical clustering for gene expression data analysis
Herarchcal clusterng for gene expresson data analyss Gorgo Valentn e-mal: valentn@ds.unm.t Clusterng of Mcroarray Data. Clusterng of gene expresson profles (rows) => dscovery of co-regulated and functonally
More informationSubspace clustering. Clustering. Fundamental to all clustering techniques is the choice of distance measure between data points;
Subspace clusterng Clusterng Fundamental to all clusterng technques s the choce of dstance measure between data ponts; D q ( ) ( ) 2 x x = x x, j k = 1 k jk Squared Eucldean dstance Assumpton: All features
More informationA Fast Visual Tracking Algorithm Based on Circle Pixels Matching
A Fast Vsual Trackng Algorthm Based on Crcle Pxels Matchng Zhqang Hou hou_zhq@sohu.com Chongzhao Han czhan@mal.xjtu.edu.cn Ln Zheng Abstract: A fast vsual trackng algorthm based on crcle pxels matchng
More informationInvestigations of Topology and Shape of Multi-material Optimum Design of Structures
Advanced Scence and Tecnology Letters Vol.141 (GST 2016), pp.241-245 ttp://dx.do.org/10.14257/astl.2016.141.52 Investgatons of Topology and Sape of Mult-materal Optmum Desgn of Structures Quoc Hoan Doan
More informationDynamic wetting property investigation of AFM tips in micro/nanoscale
Dynamc wettng property nvestgaton of AFM tps n mcro/nanoscale The wettng propertes of AFM probe tps are of concern n AFM tp related force measurement, fabrcaton, and manpulaton technques, such as dp-pen
More informationBFF1303: ELECTRICAL / ELECTRONICS ENGINEERING. Direct Current Circuits : Methods of Analysis
BFF1303: ELECTRICAL / ELECTRONICS ENGINEERING Drect Current Crcuts : Methods of Analyss Ismal Mohd Kharuddn, Zulkfl Md Yusof Faculty of Manufacturng Engneerng Unerst Malaysa Pahang Drect Current Crcut
More informationLS-TaSC Version 2.1. Willem Roux Livermore Software Technology Corporation, Livermore, CA, USA. Abstract
12 th Internatonal LS-DYNA Users Conference Optmzaton(1) LS-TaSC Verson 2.1 Wllem Roux Lvermore Software Technology Corporaton, Lvermore, CA, USA Abstract Ths paper gves an overvew of LS-TaSC verson 2.1,
More informationKent State University CS 4/ Design and Analysis of Algorithms. Dept. of Math & Computer Science LECT-16. Dynamic Programming
CS 4/560 Desgn and Analyss of Algorthms Kent State Unversty Dept. of Math & Computer Scence LECT-6 Dynamc Programmng 2 Dynamc Programmng Dynamc Programmng, lke the dvde-and-conquer method, solves problems
More informationSmoothing Spline ANOVA for variable screening
Smoothng Splne ANOVA for varable screenng a useful tool for metamodels tranng and mult-objectve optmzaton L. Rcco, E. Rgon, A. Turco Outlne RSM Introducton Possble couplng Test case MOO MOO wth Game Theory
More informationActive Contours/Snakes
Actve Contours/Snakes Erkut Erdem Acknowledgement: The sldes are adapted from the sldes prepared by K. Grauman of Unversty of Texas at Austn Fttng: Edges vs. boundares Edges useful sgnal to ndcate occludng
More informationLECTURE : MANIFOLD LEARNING
LECTURE : MANIFOLD LEARNING Rta Osadchy Some sldes are due to L.Saul, V. C. Raykar, N. Verma Topcs PCA MDS IsoMap LLE EgenMaps Done! Dmensonalty Reducton Data representaton Inputs are real-valued vectors
More informationTN348: Openlab Module - Colocalization
TN348: Openlab Module - Colocalzaton Topc The Colocalzaton module provdes the faclty to vsualze and quantfy colocalzaton between pars of mages. The Colocalzaton wndow contans a prevew of the two mages
More informationStiffness modeling for perfect and non-perfect parallel manipulators under internal and external loadings
Stffness modelng for perfect and non-perfect parallel manpulators under nternal and external loadngs Alexandr Klmchk, Damen hablat, Anatol Pashkevch o cte ths verson: Alexandr Klmchk, Damen hablat, Anatol
More informationTHE design of mechanical systems exploits numerical
Symbolc Stffness Optmzaton of Planar Tensegrty Structures BRAM DE JAGER, * AND ROBERT E. SKELTON Department of Mechancal Engneerng, Technsche Unverstet Endhoven, P.O. Box 5, 56 MB, Endhoven, The Netherlands
More information12/2/2009. Announcements. Parametric / Non-parametric. Case-Based Reasoning. Nearest-Neighbor on Images. Nearest-Neighbor Classification
Introducton to Artfcal Intellgence V22.0472-001 Fall 2009 Lecture 24: Nearest-Neghbors & Support Vector Machnes Rob Fergus Dept of Computer Scence, Courant Insttute, NYU Sldes from Danel Yeung, John DeNero
More informationModel-Based Bundle Adjustment to Face Modeling
Model-Based Bundle Adjustment to Face Modelng Oscar K. Au Ivor W. sang Shrley Y. Wong oscarau@cs.ust.hk vor@cs.ust.hk shrleyw@cs.ust.hk he Hong Kong Unversty of Scence and echnology Realstc facal synthess
More informationFeature Reduction and Selection
Feature Reducton and Selecton Dr. Shuang LIANG School of Software Engneerng TongJ Unversty Fall, 2012 Today s Topcs Introducton Problems of Dmensonalty Feature Reducton Statstc methods Prncpal Components
More informationThe Codesign Challenge
ECE 4530 Codesgn Challenge Fall 2007 Hardware/Software Codesgn The Codesgn Challenge Objectves In the codesgn challenge, your task s to accelerate a gven software reference mplementaton as fast as possble.
More informationPreconditioning Parallel Sparse Iterative Solvers for Circuit Simulation
Precondtonng Parallel Sparse Iteratve Solvers for Crcut Smulaton A. Basermann, U. Jaekel, and K. Hachya 1 Introducton One mportant mathematcal problem n smulaton of large electrcal crcuts s the soluton
More informationVISCOELASTIC SIMULATION OF BI-LAYER COEXTRUSION IN A SQUARE DIE: AN ANALYSIS OF VISCOUS ENCAPSULATION
VISCOELASTIC SIMULATION OF BI-LAYER COEXTRUSION IN A SQUARE DIE: AN ANALYSIS OF VISCOUS ENCAPSULATION Mahesh Gupta Mchgan Technologcal Unversty Plastc Flow, LLC Houghton, MI 49931 Hancock, MI 49930 Abstract
More informationUNIT 2 : INEQUALITIES AND CONVEX SETS
UNT 2 : NEQUALTES AND CONVEX SETS ' Structure 2. ntroducton Objectves, nequaltes and ther Graphs Convex Sets and ther Geometry Noton of Convex Sets Extreme Ponts of Convex Set Hyper Planes and Half Spaces
More informationPseudo-bending method for three-dimensional seismic ray tracing in a spherical earth with discontinuities
Geophys. J. Int. (1998) 132, 339 346 Pseudo-bendng method for three-dmensonal sesmc ray tracng n a sphercal earth wth dscontnutes Kazu Koetsu and Shutaro Sene Earthquae Research Insttute, Unversty of T
More informationModeling Concave Globoidal Cam with Swinging Roller Follower: A Case Study
Modelng Concave Globodal Cam wth Swngng Roller Follower: A Case Study Nguyen Van Tuong, and Premysl Pokorny Abstract Ths paper descrbes a computer-aded desgn for desgn of the concave globodal cam wth cylndrcal
More informationUSING GRAPHING SKILLS
Name: BOLOGY: Date: _ Class: USNG GRAPHNG SKLLS NTRODUCTON: Recorded data can be plotted on a graph. A graph s a pctoral representaton of nformaton recorded n a data table. t s used to show a relatonshp
More informationComputer Animation and Visualisation. Lecture 4. Rigging / Skinning
Computer Anmaton and Vsualsaton Lecture 4. Rggng / Sknnng Taku Komura Overvew Sknnng / Rggng Background knowledge Lnear Blendng How to decde weghts? Example-based Method Anatomcal models Sknnng Assume
More informationSupport Vector Machines
/9/207 MIST.6060 Busness Intellgence and Data Mnng What are Support Vector Machnes? Support Vector Machnes Support Vector Machnes (SVMs) are supervsed learnng technques that analyze data and recognze patterns.
More informationAn Improved Isogeometric Analysis Using the Lagrange Multiplier Method
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,
More informationHigher-order linked interpolation in triangular thick plate finite elements. Dragan Ribarić and Gordan Jelenić
Hgher-order lnked nterpolaton n trangular thck plate fnte elements Dragan Rbarć and Gordan Jelenć Unverst of Reka, Facult of Cvl Engneerng, R. Matečć, 5000 Reka, Republc of Croata Abstract In ths ork e
More informationEdge Detection in Noisy Images Using the Support Vector Machines
Edge Detecton n Nosy Images Usng the Support Vector Machnes Hlaro Gómez-Moreno, Saturnno Maldonado-Bascón, Francsco López-Ferreras Sgnal Theory and Communcatons Department. Unversty of Alcalá Crta. Madrd-Barcelona
More informationA mathematical programming approach to the analysis, design and scheduling of offshore oilfields
17 th European Symposum on Computer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edtors) 2007 Elsever B.V. All rghts reserved. 1 A mathematcal programmng approach to the analyss, desgn and
More informationNUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS
ARPN Journal of Engneerng and Appled Scences 006-017 Asan Research Publshng Network (ARPN). All rghts reserved. NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS Igor Grgoryev, Svetlana
More informationComputation of Ex-Core Detector Weighting Functions for VVER-440 Using MCNP5
Computaton of Ex-Core Detector Weghtng Functons for VVER-440 Usng MCNP5 Gabrel Farkas, Jozef Lpka, Ján Haščík, Vladmír Slugeň Slovak Unversty of Technology, Faculty of Electrcal Engneerng and Informaton
More informationProblem Definitions and Evaluation Criteria for Computational Expensive Optimization
Problem efntons and Evaluaton Crtera for Computatonal Expensve Optmzaton B. Lu 1, Q. Chen and Q. Zhang 3, J. J. Lang 4, P. N. Suganthan, B. Y. Qu 6 1 epartment of Computng, Glyndwr Unversty, UK Faclty
More informationLOOP ANALYSIS. determine all currents and Voltages in IT IS DUAL TO NODE ANALYSIS - IT FIRST DETERMINES ALL CURRENTS IN A CIRCUIT
LOOP ANALYSS The second systematic technique to determine all currents and oltages in a circuit T S DUAL TO NODE ANALYSS - T FRST DETERMNES ALL CURRENTS N A CRCUT AND THEN T USES OHM S LAW TO COMPUTE NECESSARY
More informationTEST-05 TOPIC: OPTICS COMPLETE
Q. A boy s walkng under an nclned mrror at a constant velocty V m/s along the x-axs as shown n fgure. If the mrror s nclned at an angle wth the horzontal then what s the velocty of the mage? Y V sn + V
More informationLecture 5: Probability Distributions. Random Variables
Lecture 5: Probablty Dstrbutons Random Varables Probablty Dstrbutons Dscrete Random Varables Contnuous Random Varables and ther Dstrbutons Dscrete Jont Dstrbutons Contnuous Jont Dstrbutons Independent
More information