NUMERICAL APPLICATIONS AND VERIFICATION OF AN INTEGRATED FLOW-STRESS MODEL IN PROCESSING OF THERMOSET COMPOSITES
|
|
- Fay Fletcher
- 6 years ago
- Views:
Transcription
1 THE 19 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS Abstract Ths paper presents numercal eamples to study both aspects of flow-compacton and stress development throughout the curng process of thermoset composte materals and the effects of resn flow on the development of resdual stresses predcted by a newly developed ntegrated model. Varous numercal eamples rangng from smplfed cases represented by a sngle fnte element to undrectonal composte lamnates undergong autoclave curng process are consdered. To verfy the ntegrated model, the results obtaned from these numercal eamples are compared to those generated from establshed ndvdual models for stress development n the composte materal. The numercal eamples wll also serve to provde comparsons for predctons of stress development over the doman of the processed composte lamnate wth those obtaned by regular stress models that consder ether the ntal or fnal resn volume fractons. Introducton NUMERICAL APPLICATIONS AND VERIFICATION OF AN INTEGRATED FLOW-STRESS MODEL IN PROCESSING OF THERMOSET COMPOSITES M. Haghshenas *, R. Vazr, A. Poursartp Compostes Group, Depts. of Cvl Engneerng and Materals Engneerng, The Unversty of Brtsh Columba, Vancouver, Canada * Correspondng author (mehd@compostes.ubc.ca) Keywords: Thermoset Matr Compostes, Resn flow, Resdual stress, Process Modellng The behavour of thermoset matr compostes undergong cure may be dvded nto two dstnct stages: pre-gelaton and post-gelaton. Durng the frst stage, flow of resn through the fbre-bed plays a major role n deformaton of the part as the vscosty of the uncured resn drops sgnfcantly due to the ncrease n temperature. Durng the postgelaton phase, the gelled resn and the fbres deform as a whole, leadng to the epected sold composte materal response. In current process models, each of these two aspects s dealt wth usng separate sub-models, typcally called the flow and stress modules. The flow module s relevant to the pre-gelaton behavour of resn, whle the stress module s vald for the post-gelaton of composte materal. Typcally n process smulatons, the flow module s run from the start of the process untl resn s gelled throughout the composte lamnate. Then the geometry and volume fractons are updated and re-meshng s performed f deemed necessary. The last step nvolves runnng the stress module wth the new propertes from the begnnng to the end of the process. Therefore, only the effect of resn flow on the fnal geometry and propertes of the composte materal s consdered n the predcton of resdual stresses and the ongong nfluence of flow on the development of stresses n the composte system s overlooked. In a prevous work by the authors [1] the basc framework for the ntegraton of modelng porous flow of resn through the fbre bed wth the smulaton of stress development n the composte materal durng the processng cycle was presented n a unfed model. Such a unfed model capable of capturng both aspects of flow and stress development n an ntegrated manner enables one to seamlessly track and analyse the resn flow, deformaton, and stress development n the composte throughout the curng process. Governng Equatons The ntegrated modellng approach used n ths work s developed based on a 2-D plane stran flowcompacton FE representaton. The governng equatons for flow and deformaton of porous meda nvolve three dstnct equatons ncludng the equlbrum equaton of the flud phase, the equlbrum equaton of the two-phase system, and the mass conservaton equaton. The two-phase model s modfed so that t can capture both the stress development and resn flow. These nclude,
2 but are not lmted to, modfcatons to the mass conservaton equaton to produce bulk elastc propertes consstent wth the stress models for cured compostes; ntroducton of a modfed concept of effectve stress; and modfcatons to the numercal soluton technque. Incorporatng the above modfcatons n the governng equatons of general two-phase meda leads to [1] u, v, vs P, fd σs p, j bp, j (1) as the set of governng equatons for the ntegrated model. The three equatons n (1) are the mass conservaton equaton, the equlbrum equaton of the resn matr, and the total equlbrum equaton, respectvely. In dervng (1), the effect of body forces s neglected. u, v, and P are the man varables of the above dfferental equatons. u s the dsplacement of the sold structure whch s representatve of the dsplacement feld of the system, v s the relatve velocty feld of resn, whle P represents the resn pressure. s the rate of volumetrc stran of the two-phase system, and s defned by v s 1 K c tr σ t s v s (2) so that the bulk behavour of the two-phase system s consstent wth the mcromechancs formulaton of choce for the modul of the cured composte. σ s s the total stress of the two-phase system, and K c s the bulk modulus of the system obtaned from the relevant mcromechancs formulaton. denotes the volume fracton of resn, and b s the Bot coeffcent [2] defned by b 1 K K fb f (3) where K fb s the bulk modulus of the fbre-bed (sold skeleton n general) and K f s the bulk modulus of ndvdual fbres (sold grans n general). f d are the components of the drag force between the sold and flud phases that, f defned as follows f 1 d S j v j (4) lead to the Darcy s law [3]. μ s the vscosty of the flud phase, and S s the permeablty matr of of the porous fbre-bed. σ are the components of s p j the modfed fbre-bed stress tensor. For sotropc materals, the elastc modul that relate the modfed fbre-bed stress tensor to the stran feld are defned by G K s p s p K fb, G fb G c () where G fb s the shear modulus of fbre-bed, and G c s the shear modulus of the composte materal obtaned from the selected mcromechancs scheme. For brevty, the formulaton of the ntegrated approach for transversely sotropc materals s not dscussed n ths paper. More theoretcal detals of the ntegrated approach may be found n Haghshenas et al. [1] and Haghshenas [4]. The ntegrated formulaton s ntroduced nto a Q 1 P blnear soparametrc element wth 4 nodes for the system dsplacement and relatve velocty of the flud phase, and only one central node assgned to pressure of the flud phase. Ths element, whch s depcted schematcally n Fg. 1, wll also be referred to as the 4-1 element. The stress development model used n ths work s based on a pseudo-vscoelastc model presented by Zobery et al. []. Numercal Applcatons The ntegrated model was mplemented n a MATLAB code developed n-house. The stress model based on the pseudo-vscoelastc formulaton was also separately mplemented n MATLAB to compare ts results wth those reported by the ntegrated approach. The fnte element chosen for the stress model s a 4-noded blnear soparametrc element n 2D plane stran. Clearly n ths case the
3 NUMERICAL APPLICATIONS AND VERIFICATION OF AN INTEGRATED FLOW-STRESS MODEL IN PROCESSING OF THERMOSET COMPOSITES DOFs are only of the dsplacement type. In terms of dscretzng the dsplacement feld ths element s essentally dentcal to the 4-1 element. The composte materal n all of the eamples consdered n ths work s assumed to be AS4/31-6. The materal propertes pertanng to the flowcompacton behavour of AS4/31-6 are adapted from Hubert et al. [6]. The thermo-mechancal propertes of the fbres and resn are presented n Table 1. We assume that both the shear and bulk modul, G, and K, of the resn evolve wth changes n temperature and degree of cure throughout the processng. CTE g and CTE r are resn s glassy and rubbery coeffcents of thermal epanson, respectvely. CSC s the volumetrc cure shrnkage coeffcent of resn. The relaaton tmes and ther assocated weght factors for 31-6 resn are obtaned from Km and Whte [7]. Subscrpts u and r denote the un-relaed and relaed values of the modul respectvely. Eample 1. Fully constraned undrectonal [ ] lamnate In ths eample, the stress development n a fully constraned composte materal undergong cure s studed. The sample s assumed to be a undrectonal [ ] lamnate wth a length of 1 mm and a heght of 4 mm (Fg. 2). The problem s modeled by a sngle 4-1 element and the tme-step sze chosen for the numercal soluton s 3 seconds. All boundares are assumed to be mpermeable, and snce all the knematc DOFs are located on the boundary of the sngle element, resn flow s completely nhbted. The temperature hstory and the resultng change n the degree of cure and vscosty of resn are presented n Fg. 3 and Fg. 4, respectvely. Fg. depcts the tme-hstory of σ usng the ntegrated model and compares the results wth those obtaned from the stress model. Fg. 6 presents the comparson of the through-thckness or transverse stress, σ z wth the results obtaned from the stress model. It can be seen that predctons from both models are vrtually dentcal. Eample 2. Un-aally constraned [ ] lamnate under pressure loadng appled on the permeable boundary In ths eample, the stress development response of a un-aally constraned composte materal undergong cure s studed. The geometry and B.C. of the problem are presented n Fg. 7 where the appled pressure on the top surface s f =4 kpa. The sample s a undrectonal [ ] lamnate wth an assumed wdth of 1 mm and a heght of 4 mm. The top surface of the sample s assumed to be permeable. The temperature hstory and the resultng degree of cure and vscosty of resn are the same as the prevous eamples n Fg. 3 and Fg. 4. The problem s modeled by a sngle 4-1 element. Fg. 8 presents the tme-hstory of the developed resn pressure n the system. Fg. 9 depcts the changes n the vertcal velocty of resn at the top surface of the sample durng the process. The evoluton of the resn volume fracton, φ, obtaned by the ntegrated model s presented n Fg. 1. The predctons of the stress model wth ntal and fnal volume fractons are supermposed for comparson. Note that the fnal volume fractons are obtaned from the ntegrated model. The changes n the transverse stran of the system are presented n Fg. 11 and compared wth the results of the stress model assumng both ntal and fnal volume fractons. At the early stages of the process, the resn undergoes epanson due to temperature rse and, n the presence of a permeable boundary, resn flows out of the system to releve some of the developed pressure. In the frst few mnutes however, an nsgnfcant amount of resn flows out of the system as at that stage not enough pressure has bult up n the resn. Ths s evdent n the ntal agreement between the predctons of transverse stran n the sample obtaned by the ntegrated model and the stress model. Fg. 12 depcts the tme-hstory of the stress along the -as, and compares the results wth those obtaned by the stress model assumng both ntal and fnal volume fractons. The appled pressure provdes a sgnfcant motvaton for the resn flow and leads to a mamum resn velocty that s one order of magntude larger than that n the prevous eample. The large amount of resn flow, leads to an apprecable dfference between the ntal and fnal values of resn volume fracton. Ths causes the trend of the post-gelaton behavour of the system obtaned by the ntegrated model to be dfferent from the one predcted by the stress model based on the ntal volume fractons. Fg. 12 clearly shows the dfference between the stress predctons of the 3
4 ntegrated model and the results obtaned from the stress models based on the ntal and fnal volume fractons. The flow of resn s responsble for the nsgnfcant amount of longtudnal stress predcted by the ntegrated approach whle the stress models predct sgnfcant stresses n the -drecton. After the gelaton of resn, the stress tme-hstory predcted by the ntegrated model essentally becomes an offset of the predctons of the stress model wth fnal volume fracton. Eample 3. Flat undrectonal lamnate undergong cure Here, we consder a flat undrectonal lamnate fully bonded to a rgd tool. All materal propertes reman the same as n the prevous two eamples. The geometry and BC of the problem are depcted n Fg. 13. Due to symmetry, only half of the length of the lamnate s analysed. Fg. 14 shows the autoclave temperature cycle. It also presents the assumed thermal hstory of the part and the resultng degree of cure of resn throughout the processng. The predctons obtaned usng three approaches wll be analysed and compared here: () the ntegrated model, () the stress model usng ntal dstrbuton of resn volume fracton, and () the stress model usng the fnal dstrbuton of resn volume fracton. We nvestgate three dfferent drectons for the placement of the fbres: [ ] and [9 ]. The appled load on the top and sde surfaces of the sample s 4 kpa. The problem s modeled by 12 6, 16 8, and 2 16 meshes of 4-1 elements to ensure the convergence of results. Tme-step szes of 6, 12, and 6 seconds are used and the convergence of results wth refnng the tme-steps was confrmed. The 2 16 mesh and tme-step sze of 6 seconds are chosen to report the results and comparsons. To verfy the stresses predcted by the stress model, the beta verson of the commercally avalable COMPRO CCA n ABAQUS was used [8] ncorporatng the varable tme pseudo-vscoelastc (PVE) formulaton of Zobery et al. [3]. A 3D equvalent of our 2D plane stran was modeled usng a mesh of 2 16 elements for [ ] and [9 ] lay-ups. Fg. 1 shows the comparson of profles of σ at secton AB for [ ] and [9 ] lay-ups. It can be seen that the stress results of the MATLAB plane stran and ABAQUS 3D models compare very well. Fg. 16 shows the through-thckness profle of σ at secton AB of the [ ] lamnate obtaned by the three approaches. It s observed that the two stress model approaches lead to a rather large change n the amount of developed stress n the drecton n the neghbourhood of the constraned boundary AE. These sudden changes are accompaned by some oscllatons that de down qute rapdly as we move away from the constraned boundary. The sudden development of stress n the vcnty of the boundary occurs because the constrant on the bottom surface effectvely constrans the fbres located at the bottom of the lamnate from any movement n the drecton. Ths combned wth the thermal epanson of resn pror to gelaton leads to sgnfcant development of stress n that regon. The response obtaned from the ntegrated model (sold lne) s dfferent n that ths boundary layer effect s not observed. The predctons of the stress model wth the fnal volume fractons agrees very well wth the one obtaned from the ntegrated model as we move away from the constraned boundary. Ths shows that the dfference between the two results (whch s located n the vcnty of the constraned bottom surface) s n fact due to stresses that are predcted by the stress model to develop before the nomnal gelaton of resn whle n the ntegrated model no such stresses develop snce the ecess amount of resn can flow out of the system as t undergoes thermal epanson. In the case of [9 ] layup, as t was observed earler n Fg. 1, there are no sgns of sudden changes n σ predcted by stress models snce the fbre drecton s transverse to the -as. Fg. 17 and Fg. 18 present the fnal dstrbuton of aal forces and bendng moments, respectvely, along the length of the lamnate. As a general rule, the results predcted by the stress model wth fnal volume fractons are closer to those predcted by the ntegrated model than the regular stress model approach based on ntal volume fracton. Ths s especally more notceable n the aal force dagrams. Ths dfference could be attrbuted to the flow of resn through and out of the system n the ntegrated approach. Note that there s a sudden change observed n the dstrbuton of aal forces and moments n a regon close to the sde EF of the lamnate. These anomales, whch are clearly vsble n Fg. 18, are the artfacts of the nherent sngularty
5 Temperature ( C) Degree of cure NUMERICAL APPLICATIONS AND VERIFICATION OF AN INTEGRATED FLOW-STRESS MODEL IN PROCESSING OF THERMOSET COMPOSITES at pont E where the assumed fully constraned BC at the bottom meets the free BC on the sde EF. Concluson Varous numercal eamples rangng from smplfed 1D cases represented by a sngle fnte element to a more comple flat composte lamnate undergong cure were presented and analyzed usng the ntegrated flow-stress model. The results obtaned for these numercal eamples were used to verfy the predctons of the ntegrated model as compared to establshed ndvdual models for stress development n the composte materal. The numercal eamples also served to provde comparsons of stress development n the processed composte lamnate wth those obtaned by regular stress models consderng both ntal and fnal resn volume fractons. z Fg. 1. Schematc representaton of Q 1 P (4-1) lnear soparametrc element z u / v nodes Pressure node Acknowledgements The authors gratefully acknowledge fundng from the Natural Scences and Engneerng Research Councl of Canada (NSERC). We would also lke to thank Dr. A. Arafath of Convergent Manufacturng Technologes for hs help wth the COMPRO CCA smulatons. h L Fg. 2. Schematc representaton of a fully constraned [ ] composte sample (Eample 1) Table 1. Mechancal propertes of AS4/31-6 Property AS4 fbre Property 31-6 resn.2 K u (GPa) K r (GPa) E 1 (GPa) 27 G u (GPa) 1.18 E 2 (GPa) 2.7 G r (kpa) 1 G 12 (GPa) 27.6 CTE g (/ C) Temperature Degree of cure.4.2 CTE 1 (/ C) CTE r (/ C) CTE 2 (/ C) CSC (vol.c) Fg. 3. Tme-hstory of the appled temperature and the resultng degree of cure n Eamples 1 and 2
6 σ z (MPa) Resn velocty (mm/s) σ (MPa) P (MPa) Temperature ( C) Vscosty (Pa.s) 2 1E+3 z 1 1E+2 f 1 1E+1 Temperature Resn vscosty 1E+ h 1E Fg. 4. Tme-hstory of the appled temperature and the resultng resn vscosty n Eamples 1 and Fg. 7. Schematc representaton of a un-aally constraned [ ] composte lamnate, wth permeable BC and pressure loadng on the top surface (Eample 2).6 L Stress model Fg.. Tme-hstory of the development of longtudnal stress n Eample 1 predcted by the ntegrated and stress models. The predctons are essentally dentcal Fg. 8. Tme-hstory of the development of resn pressure n Eample Stress model 1.4E-3 1.2E-3 1.E Fg. 6. Tme-hstory of the development of transverse stress n Eample 1 predcted by the ntegrated and stress models. The predctons are essentally dentcal. 8.E-4 6.E-4 4.E-4 2.E-4.E Fg. 9. Tme-hstory of the changes n resn velocty n the vertcal drecton at the top surface of Eample 2
7 σ (MPa) z (mm) Temperature ( C) Degree of cure φ NUMERICAL APPLICATIONS AND VERIFICATION OF AN INTEGRATED FLOW-STRESS MODEL IN PROCESSING OF THERMOSET COMPOSITES Intal value Fnal value Fg. 1. Tme-hstory of the changes n resn volume fracton n Eample 2 z Fg. 13. Geometry and BC of the flat composte lamnate undergong cure (Eample 3) 2 B A Permeable BC 63 mm D C F E f 4.96 mm ε z Stress model - ntal φ Stress model - fnal φ Fg. 11. Tme-hstory of the transverse stran n Eample 2 4 Autoclave Temp. Part Temp. Degree of cure Fg. 14. Tme-hstory of the autoclave and part temperatures and the resultng degree of cure n Eample Stress model - ntal φ Stress model - fnal φ [ ] Stress model [ ] ABAQUS [9 ] Stress model [9 ] ABAQUS Fg. 12. Tme-hstory of the development of n Eample σ (MPa) Fg. 1. Fnal profles of σ predcted by the stress model at secton AB of the [ ] and [9 ] flat lamnates, and ther comparson wth the correspondng predctons usng 3D elements n ABAQUS 7
8 Moment (N.mm/mm) Aal force (N/mm) z (mm) Stress model - ntal φ Stress model - fnal φ σ (MPa) Fg. 16. Fnal profle of σ at secton AB of the [ ] flat lamnate Stress model - ntal φ Stress model - fnal φ (mm) Fg. 17. Fnal dstrbuton of aal force along the length of the [ ] flat lamnate References [1] M. Haghshenas, R. Vazr and A. Poursartp Integratng the smulaton of flow and stress development durng processng of thermoset matr compostes. Proceedngs of ICCM-17, Ednburgh, Scotland, 29. [2] K. Terzagh, Theoretcal Sol Mechancs. Wley, New York, [3] C.L. Tucker and R.B. Dessenberger, "Governng equatons for flow and heat transfer n statonary fber beds," n Flow and Rheology n Polymer Compostes Manufacturng, S. G. Advan, Ed., Elsever, Amsterdam, pp , [4] M. Haghshenas, Integratng resn flow and stress development n process modelng of thermoset compostes, PhD thess, UBC, Vancouver, 212. [] N. Zobery, R. Vazr and A. Poursartp Computatonally effcent pseudo-vscoelastc models for evaluaton of resdual stresses n thermoset polymer compostes durng cure. Compostes Part A: Appled Scence and Manufacturng, Vol. 41, No. 2, pp , 21. [6] P. Hubert, R. Vazr and A. Poursartp A Two Dmensonal Percolatng Flow Model for the Process Smulaton of Comple Shape Composte Lamnates. Internatonal Journal of Numercal Methods n Engneerng, Vol. 44, No. 1, pp 1-26, [7] Y.K. Km and S.R. Whte, "Stress relaaton behavor of 31-6 epoy resn durng cure," Polymer Engneerng & Scence, Vol. 36, No. 23, pp , [8] A.R.A. Arafath, Convergent Manufacturng Technologes Inc., Prvate communcatons, Stress model - ntal φ Stress model - fnal φ (mm) Fg. 18. Fnal dstrbuton of bendng moment along the length of the [ ] flat lamnate
One Dimensional Axial Deformations
One Dmensonal al Deformatons In ths secton, a specfc smple geometr s consdered, that of a long and thn straght component loaded n such a wa that t deforms n the aal drecton onl. The -as s taken as the
More informationEVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES
EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge
More informationA comprehensive study: Boundary conditions for representative volume elements (RVE) of composites
Insttute of Structural Mechancs A comprehensve study: Boundary condtons for representatve volume elements (RVE) of compostes Srhar Kurukur A techncal report on homogenzaton technques A comprehensve study:
More informationCOMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD
COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,
More informationFinite Element Modelling of truss/cable structures
Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures
More informationNumerical Heat and Mass Transfer
Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and
More informationNumerical Modeling of Woven Carbon Composite Failure
8 th Internatonal LS-DYNA Users Conference Smulaton Technology (3) Numercal Modelng of Woven Carbon Composte Falure Paul F. Deslaurers, Duane S. Cronn Unversty of Waterloo Alex Duquette Multmatc Techncal
More informationOFF-AXIS MECHANICAL PROPERTIES OF FRP COMPOSITES
ICAMS 204 5 th Internatonal Conference on Advanced Materals and Systems OFF-AXIS MECHANICAL PROPERTIES OF FRP COMPOSITES VLAD LUPĂŞTEANU, NICOLAE ŢĂRANU, RALUCA HOHAN, PAUL CIOBANU Gh. Asach Techncal Unversty
More informationNUMERICAL RESULTS QUALITY IN DEPENDENCE ON ABAQUS PLANE STRESS ELEMENTS TYPE IN BIG DISPLACEMENTS COMPRESSION TEST
Appled Computer Scence, vol. 13, no. 4, pp. 56 64 do: 10.23743/acs-2017-29 Submtted: 2017-10-30 Revsed: 2017-11-15 Accepted: 2017-12-06 Abaqus Fnte Elements, Plane Stress, Orthotropc Materal Bartosz KAWECKI
More informationCHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE
CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng
More informationIndeterminate pin-jointed frames (trusses)
Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all
More informationSTATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION
STATIC ANALYSIS OF TWO-LERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION Ákos József Lengyel István Ecsed Assstant Lecturer Emertus Professor Insttute of Appled Mechancs Unversty of Mskolc Mskolc-Egyetemváros
More informationMULTI-SCALE MODELLING OF TIME-DEPENDENT RESPONSE OF COMPOSITE STRUCTURES MADE OF ORTHOTROPIC VISCOELASTIC MATERIALS
3 th Internatonal Conference on Steel, Space and Composte Structures 3 January - February 8, erth, Australa MULTI-SCALE MODELLING OF TIME-DEENDENT RESONSE OF COMOSITE STRUCTURES MADE OF ORTHOTROIC VISCOELASTIC
More informationA Hybrid Variational Iteration Method for Blasius Equation
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method
More informationThe Finite Element Method
The Fnte Element Method GENERAL INTRODUCTION Read: Chapters 1 and 2 CONTENTS Engneerng and analyss Smulaton of a physcal process Examples mathematcal model development Approxmate solutons and methods of
More informationDESIGN OPTIMIZATION OF CFRP RECTANGULAR BOX SUBJECTED TO ARBITRARY LOADINGS
Munch, Germany, 26-30 th June 2016 1 DESIGN OPTIMIZATION OF CFRP RECTANGULAR BOX SUBJECTED TO ARBITRARY LOADINGS Q.T. Guo 1*, Z.Y. L 1, T. Ohor 1 and J. Takahash 1 1 Department of Systems Innovaton, School
More informationConstitutive Modelling of Superplastic AA-5083
TECHNISCHE MECHANIK, 3, -5, (01, 1-6 submtted: September 19, 011 Consttutve Modellng of Superplastc AA-5083 G. Gulano In ths study a fast procedure for determnng the constants of superplastc 5083 Al alloy
More informationELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM
ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look
More informationAPPENDIX F A DISPLACEMENT-BASED BEAM ELEMENT WITH SHEAR DEFORMATIONS. Never use a Cubic Function Approximation for a Non-Prismatic Beam
APPENDIX F A DISPACEMENT-BASED BEAM EEMENT WITH SHEAR DEFORMATIONS Never use a Cubc Functon Approxmaton for a Non-Prsmatc Beam F. INTRODUCTION { XE "Shearng Deformatons" }In ths appendx a unque development
More informationNEW DEVELOPMENTS IN ONSET THEORY FOR ONSET OF RESIN FAILURE IN FIBRE REINFORCED COMPOSITES
THE 19 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS NEW DEVELOPMENTS IN ONSET THEORY FOR ONSET OF RESIN FAILURE IN FIBRE REINFORCED COMPOSITES S. H. Lm 1, G. Pearce 1, D. Kelly 1, B. G. Prusty 1
More informationInfluential Factors Affecting Inherent Deformation during Plate Forming by Line Heating (Report 1)
Transactons of JWRI, Vol.36 (2007), No.1 Influental Factors Affectng Inherent Deformaton durng Plate Formng by Lne Heatng (Report 1) The Effect of Plate Sze and Edge Effect VEGA Adan*, RASHED Sherf**,
More informationAPPROXIMATE ANALYSIS OF RIGID PLATE LOADING ON ELASTIC MULTI-LAYERED SYSTEMS
6th ICPT, Sapporo, Japan, July 008 APPROXIMATE ANALYSIS OF RIGID PLATE LOADING ON ELASTIC MULTI-LAYERED SYSTEMS James MAINA Prncpal Researcher, Transport and Infrastructure Engneerng, CSIR Bult Envronment
More informationWeek3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity
Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle
More informationSecond Order Analysis
Second Order Analyss In the prevous classes we looked at a method that determnes the load correspondng to a state of bfurcaton equlbrum of a perfect frame by egenvalye analyss The system was assumed to
More informationLecture 8 Modal Analysis
Lecture 8 Modal Analyss 16.0 Release Introducton to ANSYS Mechancal 1 2015 ANSYS, Inc. February 27, 2015 Chapter Overvew In ths chapter free vbraton as well as pre-stressed vbraton analyses n Mechancal
More informationLecture Note 3. Eshelby s Inclusion II
ME340B Elastcty of Mcroscopc Structures Stanford Unversty Wnter 004 Lecture Note 3. Eshelby s Incluson II Chrs Wenberger and We Ca c All rghts reserved January 6, 004 Contents 1 Incluson energy n an nfnte
More informationTHE EFFECT OF BEAM TO COLUMN CONNECTION IN ARC PORTAL FRAME
THE EFFECT OF BEAM TO COLUMN CONNECTON N ARC PORTAL FRAME Asko Keronen Rakenteden Mekankka, Vol. 26 No 2 1993, ss. 35-5 SUMMARY A full scale rc (renforced concrete) portal frame has been bult n order to
More informationMODELLING OF ELASTO-STATICS OF POWER LINES BY NEW COMPOSITE BEAM FINITE ELEMENT Bratislava
ODING OF ASTO-STATICS OF POW INS BY NW COPOSIT BA FINIT NT urín Justín 1 rabovský Jura 1 Gogola oman 1 utš Vladmír 1 Paulech Jura 1 1 Insttute of Automotve echatroncs FI STU n Bratslava Ilkovčova 3 812
More informationA Modified Neuber Method Avoiding Artefacts Under Random Loads
A Modfed Neuber Method Avodng Artefacts Under Random Loads T. Herbland a,b, G. Calletaud a, J. L. Chaboche c, S. Qulc a, F. Gallerneau c a Mnes Pars Pars Tech, CNRS UMR 7633, P 87, 91003 vry cedex, France
More informationSTUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS
Blucher Mechancal Engneerng Proceedngs May 0, vol., num. www.proceedngs.blucher.com.br/evento/0wccm STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS Takahko Kurahash,
More informationFORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO
ISTP-,, PRAGUE TH INTERNATIONAL SYMPOSIUM ON TRANSPORT PHENOMENA FORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO Mohammad Rahnama*, Seyed-Mad Hasheman*, Mousa Farhad**
More informationCOMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
More informationLifetime prediction of EP and NBR rubber seal by thermos-viscoelastic model
ECCMR, Prague, Czech Republc; September 3 th, 2015 Lfetme predcton of EP and NBR rubber seal by thermos-vscoelastc model Kotaro KOBAYASHI, Takahro ISOZAKI, Akhro MATSUDA Unversty of Tsukuba, Japan Yoshnobu
More informationHigh resolution entropy stable scheme for shallow water equations
Internatonal Symposum on Computers & Informatcs (ISCI 05) Hgh resoluton entropy stable scheme for shallow water equatons Xaohan Cheng,a, Yufeng Ne,b, Department of Appled Mathematcs, Northwestern Polytechncal
More informationNUMERICAL EVALUATION OF PERIODIC BOUNDARY CONDITION ON THERMO-MECHANICAL PROBLEM USING HOMOGENIZATION METHOD
THE 9 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS NUMERICAL EVALUATION OF PERIODIC BOUNDAR CONDITION ON THERMO-MECHANICAL PROBLEM USING HOMOGENIZATION METHOD M.R.E. Nasuton *, N. Watanabe, A. Kondo,2
More informationTorsion Stiffness of Thin-walled Steel Beams with Web Holes
Torson Stffness of Thn-walled Steel Beams wth Web Holes MARTN HORÁČEK, JNDŘCH MELCHER Department of Metal and Tmber Structures Brno Unversty of Technology, Faculty of Cvl Engneerng Veveří 331/95, 62 Brno
More informationPART 8. Partial Differential Equations PDEs
he Islamc Unverst of Gaza Facult of Engneerng Cvl Engneerng Department Numercal Analss ECIV 3306 PAR 8 Partal Dfferental Equatons PDEs Chapter 9; Fnte Dfference: Ellptc Equatons Assocate Prof. Mazen Abualtaef
More informationBuckling analysis of single-layered FG nanoplates on elastic substrate with uneven porosities and various boundary conditions
IOSR Journal of Mechancal and Cvl Engneerng (IOSR-JMCE) e-issn: 78-1684,p-ISSN: 30-334X, Volume 15, Issue 5 Ver. IV (Sep. - Oct. 018), PP 41-46 www.osrjournals.org Bucklng analyss of sngle-layered FG nanoplates
More informationDUE: WEDS FEB 21ST 2018
HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant
More informationModule 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:
More informationPLATE BENDING ELEMENTS
8. PLATE BENING ELEMENTS Plate Bendng s a Smple Etenson of Beam Theor 8. INTROUCTION { XE "Plate Bendng Elements" }Before 960, plates and slabs were modeled usng a grd of beam elements for man cvl engneerng
More informationModeling and Simulation of a Hexapod Machine Tool for the Dynamic Stability Analysis of Milling Processes. C. Henninger, P.
Smpack User Meetng 27 Modelng and Smulaton of a Heapod Machne Tool for the Dynamc Stablty Analyss of Mllng Processes C. Hennnger, P. Eberhard Insttute of Engneerng project funded by the DFG wthn the framework
More informationGeneral displacement arch-cantilever element method for stress analysis of arch dam
Water Scence and Engneerng, 009, (): 3-4 do:0.388/j.ssn.674-370.009.0.004 http://kkb.hhu.edu.cn e-mal: wse@hhu.edu.cn General dsplacement arch-cantlever element method for stress analyss of arch dam Hao
More informationModule 3: Element Properties Lecture 1: Natural Coordinates
Module 3: Element Propertes Lecture : Natural Coordnates Natural coordnate system s bascally a local coordnate system whch allows the specfcaton of a pont wthn the element by a set of dmensonless numbers
More informationTHE SMOOTH INDENTATION OF A CYLINDRICAL INDENTOR AND ANGLE-PLY LAMINATES
THE SMOOTH INDENTATION OF A CYLINDRICAL INDENTOR AND ANGLE-PLY LAMINATES W. C. Lao Department of Cvl Engneerng, Feng Cha Unverst 00 Wen Hwa Rd, Tachung, Tawan SUMMARY: The ndentaton etween clndrcal ndentor
More informationA new Approach for Solving Linear Ordinary Differential Equations
, ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of
More informationThe equation of motion of a dynamical system is given by a set of differential equations. That is (1)
Dynamcal Systems Many engneerng and natural systems are dynamcal systems. For example a pendulum s a dynamcal system. State l The state of the dynamcal system specfes t condtons. For a pendulum n the absence
More informationNON LINEAR ANALYSIS OF STRUCTURES ACCORDING TO NEW EUROPEAN DESIGN CODE
October 1-17, 008, Bejng, Chna NON LINEAR ANALYSIS OF SRUCURES ACCORDING O NEW EUROPEAN DESIGN CODE D. Mestrovc 1, D. Czmar and M. Pende 3 1 Professor, Dept. of Structural Engneerng, Faculty of Cvl Engneerng,
More informationPlate Theories for Classical and Laminated plates Weak Formulation and Element Calculations
Plate heores for Classcal and Lamnated plates Weak Formulaton and Element Calculatons PM Mohte Department of Aerospace Engneerng Indan Insttute of echnolog Kanpur EQIP School on Computatonal Methods n
More informationNovember 5, 2002 SE 180: Earthquake Engineering SE 180. Final Project
SE 8 Fnal Project Story Shear Frame u m Gven: u m L L m L L EI ω ω Solve for m Story Bendng Beam u u m L m L Gven: m L L EI ω ω Solve for m 3 3 Story Shear Frame u 3 m 3 Gven: L 3 m m L L L 3 EI ω ω ω
More informationCHAPTER 9 CONCLUSIONS
78 CHAPTER 9 CONCLUSIONS uctlty and structural ntegrty are essentally requred for structures subjected to suddenly appled dynamc loads such as shock loads. Renforced Concrete (RC), the most wdely used
More informationChapter 12. Ordinary Differential Equation Boundary Value (BV) Problems
Chapter. Ordnar Dfferental Equaton Boundar Value (BV) Problems In ths chapter we wll learn how to solve ODE boundar value problem. BV ODE s usuall gven wth x beng the ndependent space varable. p( x) q(
More informationTensor Smooth Length for SPH Modelling of High Speed Impact
Tensor Smooth Length for SPH Modellng of Hgh Speed Impact Roman Cherepanov and Alexander Gerasmov Insttute of Appled mathematcs and mechancs, Tomsk State Unversty 634050, Lenna av. 36, Tomsk, Russa RCherepanov82@gmal.com,Ger@npmm.tsu.ru
More information(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate
Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1
More informationχ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body
Secton.. Moton.. The Materal Body and Moton hyscal materals n the real world are modeled usng an abstract mathematcal entty called a body. Ths body conssts of an nfnte number of materal partcles. Shown
More informationA Robust Method for Calculating the Correlation Coefficient
A Robust Method for Calculatng the Correlaton Coeffcent E.B. Nven and C. V. Deutsch Relatonshps between prmary and secondary data are frequently quantfed usng the correlaton coeffcent; however, the tradtonal
More informationANALYSIS OF TIMOSHENKO BEAM RESTING ON NONLINEAR COMPRESSIONAL AND FRICTIONAL WINKLER FOUNDATION
VOL. 6, NO., NOVEMBER ISSN 89-668 6- Asan Research Publshng Network (ARPN). All rghts reserved. ANALYSIS OF TIMOSHENKO BEAM RESTING ON NONLINEAR COMPRESSIONAL AND FRICTIONAL WINKLER FOUNDATION Adel A.
More informationElectrical double layer: revisit based on boundary conditions
Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer
More informationGlobal Sensitivity. Tuesday 20 th February, 2018
Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values
More informationIrregular vibrations in multi-mass discrete-continuous systems torsionally deformed
(2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected
More informationPower law and dimension of the maximum value for belief distribution with the max Deng entropy
Power law and dmenson of the maxmum value for belef dstrbuton wth the max Deng entropy Bngy Kang a, a College of Informaton Engneerng, Northwest A&F Unversty, Yanglng, Shaanx, 712100, Chna. Abstract Deng
More informationResource Allocation with a Budget Constraint for Computing Independent Tasks in the Cloud
Resource Allocaton wth a Budget Constrant for Computng Independent Tasks n the Cloud Wemng Sh and Bo Hong School of Electrcal and Computer Engneerng Georga Insttute of Technology, USA 2nd IEEE Internatonal
More informationmodeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products
modelng of equlbrum and dynamc mult-component adsorpton n a two-layered fxed bed for purfcaton of hydrogen from methane reformng products Mohammad A. Ebrahm, Mahmood R. G. Arsalan, Shohreh Fatem * Laboratory
More informationAnalytical and Numerical Analysis of Free Bulge Tube Hydroforming
Amercan Journal of Appled Scences 5 (8): 97-979, 8 ISSN 546-939 8 Scence Publcatons Analytcal and Numercal Analyss of Free Bulge Tube Hydroformng F. Djavanrood, M. Ghesary and H. Zogh-shal Department of
More informationStatistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA
14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton
More informationQuantitative Discrimination of Effective Porosity Using Digital Image Analysis - Implications for Porosity-Permeability Transforms
2004, 66th EAGE Conference, Pars Quanttatve Dscrmnaton of Effectve Porosty Usng Dgtal Image Analyss - Implcatons for Porosty-Permeablty Transforms Gregor P. Eberl 1, Gregor T. Baechle 1, Ralf Weger 1,
More informationSpeeding up Computation of Scalar Multiplication in Elliptic Curve Cryptosystem
H.K. Pathak et. al. / (IJCSE) Internatonal Journal on Computer Scence and Engneerng Speedng up Computaton of Scalar Multplcaton n Ellptc Curve Cryptosystem H. K. Pathak Manju Sangh S.o.S n Computer scence
More informationIn this section is given an overview of the common elasticity models.
Secton 4.1 4.1 Elastc Solds In ths secton s gven an overvew of the common elastcty models. 4.1.1 The Lnear Elastc Sold The classcal Lnear Elastc model, or Hooean model, has the followng lnear relatonshp
More informationarxiv:cs.cv/ Jun 2000
Correlaton over Decomposed Sgnals: A Non-Lnear Approach to Fast and Effectve Sequences Comparson Lucano da Fontoura Costa arxv:cs.cv/0006040 28 Jun 2000 Cybernetc Vson Research Group IFSC Unversty of São
More informationProfessor Terje Haukaas University of British Columbia, Vancouver The Q4 Element
Professor Terje Haukaas Unversty of Brtsh Columba, ancouver www.nrsk.ubc.ca The Q Element Ths document consders fnte elements that carry load only n ther plane. These elements are sometmes referred to
More informationPhysics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.
Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays
More informationTHE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD
Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS
More informationHEAT TRANSFER THROUGH ANNULAR COMPOSITE FINS
Journal of Mechancal Engneerng and Technology (JMET) Volume 4, Issue 1, Jan-June 2016, pp. 01-10, Artcle ID: JMET_04_01_001 Avalable onlne at http://www.aeme.com/jmet/ssues.asp?jtype=jmet&vtype=4&itype=1
More informationNON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS
IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc
More informationDETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM
Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI
More informationA large scale tsunami run-up simulation and numerical evaluation of fluid force during tsunami by using a particle method
A large scale tsunam run-up smulaton and numercal evaluaton of flud force durng tsunam by usng a partcle method *Mtsuteru Asa 1), Shoch Tanabe 2) and Masaharu Isshk 3) 1), 2) Department of Cvl Engneerng,
More informationFINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION
VOL. 6, NO. 3, MARCH 0 ISSN 89-6608 006-0 Asan Research Publshng Network (ARPN). All rghts reserved. FINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION Adel A. Al-Azzaw and Al S. Shaker
More informationIncrease Decrease Remain the Same (Circle one) (2 pts)
ME 270 Sample Fnal Eam PROBLEM 1 (25 ponts) Prob. 1 questons are all or nothng. PROBLEM 1A. (5 ponts) FIND: A 2000 N crate (D) s suspended usng ropes AB and AC and s n statc equlbrum. If θ = 53.13, determne
More informationChapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems
Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons
More informationChapter - 2. Distribution System Power Flow Analysis
Chapter - 2 Dstrbuton System Power Flow Analyss CHAPTER - 2 Radal Dstrbuton System Load Flow 2.1 Introducton Load flow s an mportant tool [66] for analyzng electrcal power system network performance. Load
More informationOne-sided finite-difference approximations suitable for use with Richardson extrapolation
Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,
More informationInductance Calculation for Conductors of Arbitrary Shape
CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors
More informationKernel Methods and SVMs Extension
Kernel Methods and SVMs Extenson The purpose of ths document s to revew materal covered n Machne Learnng 1 Supervsed Learnng regardng support vector machnes (SVMs). Ths document also provdes a general
More informationLecture 12: Discrete Laplacian
Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly
More informationThree-Phase Distillation in Packed Towers: Short-Cut Modelling and Parameter Tuning
European Symposum on Computer Arded Aded Process Engneerng 15 L. Pugjaner and A. Espuña (Edtors) 2005 Elsever Scence B.V. All rghts reserved. Three-Phase Dstllaton n Packed Towers: Short-Cut Modellng and
More informationAir Age Equation Parameterized by Ventilation Grouped Time WU Wen-zhong
Appled Mechancs and Materals Submtted: 2014-05-07 ISSN: 1662-7482, Vols. 587-589, pp 449-452 Accepted: 2014-05-10 do:10.4028/www.scentfc.net/amm.587-589.449 Onlne: 2014-07-04 2014 Trans Tech Publcatons,
More informationSimulation of Turbulent Flow Using FEM
Internatonal Journal of Engneerng and Technology Volume 2 No. 8, August, 2012 Smulaton of Turbulent Flow Usng FEM Sabah Tamm College of Computng, AlGhurar Unversty, Duba, Unted Arab Emrates. ABSTRACT An
More informationGeneralized Linear Methods
Generalzed Lnear Methods 1 Introducton In the Ensemble Methods the general dea s that usng a combnaton of several weak learner one could make a better learner. More formally, assume that we have a set
More informationAdiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram
Adabatc Sorpton of Ammona-Water System and Depctng n p-t-x Dagram J. POSPISIL, Z. SKALA Faculty of Mechancal Engneerng Brno Unversty of Technology Techncka 2, Brno 61669 CZECH REPUBLIC Abstract: - Absorpton
More informationA Cartesian-grid integrated-rbf method for viscoelastic flows
Home Search Collectons Journals About Contact us My IOPscence A Cartesan-grd ntegrated-rbf method for vscoelastc flows Ths artcle has been downloaded from IOPscence. Please scroll down to see the full
More informationLecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES
COMPUTATIONAL FLUID DYNAMICS: FDM: Appromaton of Second Order Dervatves Lecture APPROXIMATION OF SECOMD ORDER DERIVATIVES. APPROXIMATION OF SECOND ORDER DERIVATIVES Second order dervatves appear n dffusve
More informationLAYING METHOD OF GEOGRID MATERIAL AND REINFORCEMENT EFFECT OF SOFT GROUND
LAYING METHOD OF GEOGRID MATERIAL AND REINFORCEMENT EFFECT OF SOFT GROUND Shgek ADACHI 1), Aknor HAZAMA ), Morto KUSABUKA 3) and Noro TAKEUCHI 4) 1) Graduate student, Department of Cvl and Envronmental
More informationGrid Generation around a Cylinder by Complex Potential Functions
Research Journal of Appled Scences, Engneerng and Technolog 4(): 53-535, 0 ISSN: 040-7467 Mawell Scentfc Organzaton, 0 Submtted: December 0, 0 Accepted: Januar, 0 Publshed: June 0, 0 Grd Generaton around
More informationA Numerical Study of Heat Transfer and Fluid Flow past Single Tube
A Numercal Study of Heat ransfer and Flud Flow past Sngle ube ZEINAB SAYED ABDEL-REHIM Mechancal Engneerng Natonal Research Center El-Bohos Street, Dokk, Gza EGYP abdelrehmz@yahoo.com Abstract: - A numercal
More informationNormally, in one phase reservoir simulation we would deal with one of the following fluid systems:
TPG4160 Reservor Smulaton 2017 page 1 of 9 ONE-DIMENSIONAL, ONE-PHASE RESERVOIR SIMULATION Flud systems The term sngle phase apples to any system wth only one phase present n the reservor In some cases
More informationVisco-Rubber Elastic Model for Pressure Sensitive Adhesive
Vsco-Rubber Elastc Model for Pressure Senstve Adhesve Kazuhsa Maeda, Shgenobu Okazawa, Koj Nshgch and Takash Iwamoto Abstract A materal model to descrbe large deformaton of pressure senstve adhesve (PSA
More informationA NUMERICAL COMPARISON OF LANGRANGE AND KANE S METHODS OF AN ARM SEGMENT
Internatonal Conference Mathematcal and Computatonal ology 0 Internatonal Journal of Modern Physcs: Conference Seres Vol. 9 0 68 75 World Scentfc Publshng Company DOI: 0.4/S009450059 A NUMERICAL COMPARISON
More informationUncertainty as the Overlap of Alternate Conditional Distributions
Uncertanty as the Overlap of Alternate Condtonal Dstrbutons Olena Babak and Clayton V. Deutsch Centre for Computatonal Geostatstcs Department of Cvl & Envronmental Engneerng Unversty of Alberta An mportant
More informationMEMBRANE ELEMENT WITH NORMAL ROTATIONS
9. MEMBRANE ELEMENT WITH NORMAL ROTATIONS Rotatons Mst Be Compatble Between Beam, Membrane and Shell Elements 9. INTRODUCTION { XE "Membrane Element" }The comple natre of most bldngs and other cvl engneerng
More informationSimulation of 2D Elastic Bodies with Randomly Distributed Circular Inclusions Using the BEM
Smulaton of 2D Elastc Bodes wth Randomly Dstrbuted Crcular Inclusons Usng the BEM Zhenhan Yao, Fanzhong Kong 2, Xaopng Zheng Department of Engneerng Mechancs 2 State Key Lab of Automotve Safety and Energy
More information