LENGTH SCALE IN GRANULAR MEDIA

Size: px
Start display at page:

Download "LENGTH SCALE IN GRANULAR MEDIA"

Transcription

1 LENGTH SCALE IN GRANULAR MEDIA Matthew R. Kuhn1 (Member, ASCE) and Takash Matsushma2 ABSTRACT The thckness of shear bands depends upon the sze of the grans themselves. We consder two possble sources of ths scalng: geometrc and mechancal. Because each partcle occupes space, partcle movements are constraned by ther physcal sze and shape and by ther surface curvatures at the contacts. We call these orgns geometrc. The motons of each partcle are also governed by the mechancs of rgd bodes wth complant contacts. We refer to ths orgn as mechancal. We suggest a general framework for the ncremental partcle motons of an assembly, accountng for the surface curvatures of partcles. We use two-dmensonal DEM smulatons to test the nfluence of the mechancal scalng on the shear band thckness. We alter the mechancal scalng by artfcally scalng the rad that are used n the knematc and equlbrum equatons. These alteratons dd not affect shear band thckness. We nfer that the thckness has a geometrc orgn and derves from the szes, sze dstrbuton, and shapes of the partcles. 1 INTRODUCTION Localzed deformaton features are prevalent n granular materals, and the sze of a feature often depends upon the szes of the grans themselves. Shear bands are nvestgated n ths paper, snce ther thckness s known to depend on partcle sze. Shear bands can be predcted n a contnuum settng, but the contnuum model must be enhanced to nclude some form of an nternal length scale. Enhancements to classcal contnuum models nclude gradent-dependent consttutve forms, Cosserat type mcropolar models, ntegral type non-local consttutve forms, and vsco-plastc models. Although contnuum models may produce the localzaton patterns that are observed n granular, dscrete materals, the result s somewhat artfcal: key materal parameters must be adjusted so that the desre behavor s elcted. These models provde lttle nsght nto the underlyng mechansms that produce localzaton features. The current study seeks a mcro-mechancal ratonale for the scale and thckness of shear bands. We have not yet completed the study, but the paper provdes our current thoughts about the mechancs of scalng n granular materals. We begn by hypotheszng two possble orgns of a length scale n granular materals; we present the results of smulatons that test one of the two orgns; and then we use the test results to elmnate ths orgn as a factor n the thckness of shear bands. 1 Dept. of Cvl and Env. Engrg., School of Engneerng, Unversty of Portland, 5 N. Wllamette, Portland, OR 9723, USA, kuhn@up.edu 2 Insttute of Engneerng Mechancs and Systems, Unversty of Tsukuba, 1-1-1, Tennoda, Tsukuba, Ibarak, Japan, tmatsu@kz.tsukuba.ac.jp

2 (a) (b) (c) (d) FIG. 1. Examples of a geometrc orgn of materal behavor. 2 POSSIBLE ORIGINS OF A LENGTH SCALE Two orgns are hypotheszed for a length scale n granular materals: geometrc and mechancal. Geometrc orgns are assocated wth the szes and shapes of the partcles and the consequent nterference among partcles whle an assembly s deformed. Mechancal orgns arse from the equlbrum and knematc equatons that apply to ndvdual partcles, and to the form of the contact consttutve law. Although the authors have also observed a possble nfluence of boundary condtons on the emergence and thckness of shear bands, we set asde ths nfluence n the current work. 2.1 Geometrc orgns Because partcles occupy space, ther movements are constraned by ther physcal sze, ther shapes, and ther topologcal arrangement. We gve four examples n whch assembly geometry affects materal behavor. Consder a granular materal that s smply a stack of plate-lke elastc sheets wth a range of nter-sheet frctonal characterstcs (Fg. 1a). As the assembly s sheared, the stack would, at frst, deform unformly, wth each sheet undergong an equal shearng dstorton. Once slppng begns between a sngle par of sheets, shearng wll contnue along the surface between these sheets. The shear band thckness s zero. Ths thckness s a consequence of the partcle shape, the regular arrangement of partcles, and the lack 2

3 of any rearrangement of sheets durng shearng. Consder two granular assembles that share the same topologcal arrangement of partcles, but whch have dfferent partcle shapes at ther contacts (Fg. 1b). Both arrangements may have evolved after an extended phase of ntal shearng, but ther subsequent ncremental behavors wll lkely dffer, and the shear bands that would eventually appear may also dffer n thckness. In Secton 2.2, we develop a framework for extractng the nfluence of partcle shape on the ncremental materal response. Consder the nterface between a granular materal and a wall (Fg. 1c). Incremental deformaton near the wall wll lkely depend on whether the wall s smooth or rough, and the thckness of the nterfacal shearng zone may dffer for the two condtons. Consder the two assembles n Fg. 1d: the frst assembly s entrely regular, but the second assembly contans smaller partcles nestled among the larger neghbors. If the two assembles are compressed, ther behavors wll dffer, snce the larger partcles n the second assembly wll eventually come nto contact wth the small partcles. The stuaton n Fg. 1d resembles mechansms n shear band evoluton. The partcles wthn a shear band are contnually rearranged: partcles are always comng nto contact new neghbors, whle exstng contacts are always beng dsengaged. The queston of whether a new contact wll be created between any two partcles depends upon whether they can fnd each other. Ths s prncpally a queston of assembly geometry, not of the ncremental partcle mechancs. The stuatons n Fgs. 1b and 1d dffer n the followng respect: the frst nvolves the effect of partcle shape on the ncremental response; the second nvolves the changes n assembly topology that result from the partcle szes, shapes, and arrangements. Although the geometrc effects n these examples are somewhat speculatve, experments demonstrate a strong nfluence of partcle shape and arrangement on shear band thckness. O Sullvan and Bray (23) tested carefully constructed, regular packngs of equal-sze metal balls and observed shear bands that were much thnner than those usually observed n rregular packngs. Yoshda and Tatsuoka (1997) placed metal balls n a regular arrangement between two glass plates and observed the deformatons durng baxal (2D) loadng. They found that the shear band had a thckness of three balls, whch s also much thnner than shear bands typcally observed n rregular packngs. The condtons n these tests regular partcle arrangements wth no rearrangement of the assembly topology are smlar to those of the frst example. Bag (23) and Babc et al. (199) have also demonstrated an effect of assembly regularty on the sze of localzaton phenomena, and Bag has proposed measures for quantfyng the noton of regularty n granular materals. In contrast, Vggan et al. (21) found that the thckness of shear bands n sand specmens depended on the mean gran sze but not on the sze dstrbuton. 2.2 Mechancal orgns Incremental partcle motons are governed by the mechancs of rgd bodes wth complant contacts: partcle motons produce contact deformatons; contact deformatons produce contact forces; and the contact forces on each partcle must be n equlbrum. Each of these three relatons ntroduces a length scale. Partcles p and q are n contact at the pont c (Fg. 2). The contact forces f on a partcle must be n equlbrum: f pq = b, r pq f pq = m, (1) q q 3

4 Partcle p Motons u p, θ p x p r pq l pq Partcle q Motons u q, θ q r qp x q FIG. 2. Two partcles n contact. where the sums are over all partcles q that are n contact wth p, and b and m are the body force and moment on p. The radal vectors r pq are drected from a sngle reference pont on p to ts contact wth q. Equaton (1 2 ) ncludes an ntrnsc length the radus r pq. We wll later test the scalng of shear band phenomena by runnng smulatons wth entrely contrved mechancal rad αr pq nstead of the real rad r pq n the moment equlbrum equaton [A 2 ][δf]. The ncrement of a contact force df pq depends upon the contact deformaton, perhaps n the form df pq = F pq ( δu pq, def, f pq) δu pq, def. (2) We have excluded vscous effects n ths form (see Pöschel et al. 21), along wth any effect of the contact hstory, but we allow the ncremental response to depend on the current contact force f pq, as would apply wth frctonal contacts. The consttutve form (2) s ncrementally non-lnear, as would be expected for frctonal contacts. The choce of a contact law F pq ( ) wll affect materal scalng, and n Secton 3, we gve the results of numercal, DEM smulatons n whch a smple, lnear contact law s altered by selectng dfferent contact frcton coeffcents. We then determne the effect, f any, on shear band thckness. The contact deformaton δu pq, def depends upon the partcle motons, δu pq, def = du q du p + (dθ q r qp dθ p r pq ), (3) where du p and du q are the ncremental dsplacements of the two partcles, and dθ p and dθ q are ther ncremental rotatons. Equaton (3) contans the components r pq of partcle rad. We consder these rad as beng mechancal rad, snce they are assocated wth the knematcs of partcle nteracton. We wll later test the scalng of shear band phenomena by runnng smulatons wth contrved rad βr pq n place of the real rad r pq. Equatons (1), (2), and (3) can be gathered nto a matrx stffness equaton for all N partcles of an assembly: [ ] [ H ] du 6N 6N = [ c ] dθ 6N 1 (4) 6N 1 where [H] s the stffness matrx, [c] s the forcng vector, and vector [du/dθ] contans the dsplacements and rotatons of all N partcles. By consderng the ncremental form of Eq. (1), we can expand Eq. (4) as follows: ( [ ] [ ] [ ] [ ] [ ] ) [ ] A1 + A2 A3 + A2 F([δu def ], [f]) [ B ] du = [ c ]. (5) dθ 4

5 TABLE 1. Test condtons for DEM smulatons. Statc Knematc Test length factor length factor Frcton No. α β µ Although t s dffcult to entrely separate geometrc and mechancal effects, we would say that the stffnesses [A 1 ] 6N 6N and [A 3 ] 3M 6N are geometrc n orgn: they nclude the products of the partcle rad, the surface curvatures of the partcles at ther M contacts ponts, and the cumulatve contact forces. Matrces [A 2 ] 6N 3M, [F] 3M 3M, and [B] 3M 6N are mechancal n orgn: [A 2 ] s the statcs matrx; [F] s the contact stffness matrx; and [B] s the assembly knematcs matrx. In the next secton we use smulatons to explore the effect of alterng the length scales wthn the mechancal stffness, whle leavng the geometrc stffness unchanged. 3 SIMULATIONS Several DEM shearng smulatons were conducted wth altered mechancal rad and wth dfferent coeffcents of contact frcton, and we compare the thcknesses of the shear bands that appeared n these smulatons. The mechancal rad were altered wth fve combnatons of the factors α and β: the statc factor α was multpled by the rad that appear n the moment equlbrum Eq. (1 2 ), and the knematc factor β was multpled by the rad wthn the knematc Eq. (3). Fve combnatons of factors α and β were appled n the fve smulatons, but wthn each smulaton, the same par of values was used wth all partcles (Tests 1 5, Table 1). Contact detecton was based entrely upon the actual, geometrc rad, so that a mechancal orgn of materal scalng could be dstngushed from a geometrc orgn. That s, the contact detecton process assured that partcles would roll across ther geometrc surfaces, and that contact formaton and dsengagement would also conform to the actual geometrc shapes. Another three tests were conducted wth the same α = β = 1 but wth dfferent contact frcton coeffcents µ (Tests 1, 6, and 7, Table 1). The purpose of these three tests was to dstngush any consttutve-mechancal orgn of the materal scale. Other than modfyng the mechancal rad, the Dscrete Element Method (DEM) was mplemented n a conventonal manner. The DEM algorthm uses dynamc relaxaton to resolve the equlbrum, knematc, and consttutve equatons, rather than the matrx approach outlned n Secton 2.2. The DEM algorthm s smply an effcent approach for the solvng the same set of (ncrementally non-lnear) equatons. The meanng of the mechancal scalng factors may be more clearly understood n the context of the DEM algorthm, partcularly when appled to crcular dsks. Wth an α =, no partcle rotatons wll occur, snce any moment mbalances that would be produced by tangental forces are nullfed by the α and wll not mpel partcle rotatons. Wth a β =, partcle rotatons produce no tangental contact forces. The rectangular assembly contaned 4,5 unbonded crcular dsks of multple dameters. The dsk szes were randomly dstrbuted over a farly narrow range of between.56d and 1.7D, where D s the mean partcle dameter. The assembly was created by slowly and 5

6 Rough, rgd boundary D 85 D Perodc boundary Vertcal poston, x2/d Horzontal movement, u 1 /D Vertcal poston, x2/d Horzontal movement, u 1 /D (a) Assembly proportons (b) Shearng movements (c) Movement detal FIG. 3. The assembly of 4,5 crcular dsks and the observed shearng dsplacements. sotropcally compactng a sparse arrangement of partcles wthn a set of perodc boundares that surrounded the assembly. Durng compacton, the frcton between partcles was dsallowed (although frcton was later restored for the shearng tests). Ths technque produced a materal that was dense, random, and sotropc, at least when vewed at a macro-scale. The average ntal vod rato was.173 (sold fracton of.8525), the ntal average coordnaton number was 3.93, and the average overlap between neghborng partcles was about of D. Contact stffness was n the form of normal and tangental sprngs of equal stffness. After compacton, the perodc boundares were removed from the top and bottom of the assembly and were replaced wth rough rgd platens. These platens were smply thn layers of tghtly ntermeshed partcles that were placed by shftng a (perodc) subset of partcles onto the top and bottom of the assembly. The fnal assembly was 84D wde and 432D tall (Fg. 3a). The assembly was horzontally sheared n all of the tests. Vertcal dlaton was freely allowed by mantanng a constant vertcal stress throughout the shearng process, but the assembly wdth was mantaned constant. These condtons are smlar to those employed by Cundall (1989) and Matsushma et al. (23). Shear bands developed n all of the smulatons, regardless of the choces of α, β, and µ. An example s shown n Fgs. 3b c, whch plot the horzontal partcle movements u p 1 of all 4,5 partcles as a functon of ther vertcal postons x p 2 (α = β = 1, µ =.5). The plots show the horzontal dsplacements that had occurred between the shearng strans of 9% and 1%. All movements and postons are expressed n a dmensonless form by dvdng by the mean (geometrc) dameter D. Plots of the shearng stress are shown n Fg. 4 for each of the frcton coeffcents (µ =.25,.5, and 1., α = β = 1). Although the peak strength ncreases wth an ncreasng frcton coeffcent, the resdual strength s ndependent of µ. The prmary queston s whether a mechancal scalng of rad by the factors α and β wll 6

7 Shear stress, τ/po Frcton µ =.25 µ =.5 µ = Shearng stran, γ.8.1 FIG. 4. Evoluton of shear stress for three frcton coeffcents. Vertcal poston, x2/d Scalng α =.5, β = 2 α = 2, β =.5 α = 1, β = 1 α =.5, β =.5 α = 2, β = 2 Vertcal poston, x2/d Frcton coeffcent µ =.25 µ =.5 µ = Shear stran Shear stran.25.3 (a) Combnatons of mechancal scalng, α and β (b) Values of frcton coeffcent µ FIG. 5. Shear stran profles wth shear bands for varous combnatons of α, β, and µ. affect shear band thckness. The factors α and β have no effect on thckness. Fgure 5a shows the smoothed profles of shearng stran wthn the shear bands for fve smulatons havng dfferent combnatons of α and β. The stran profles have been centered at md-thckness of the bands, even though shear bands appeared at dfferent heghts n the fve tests. The fve bands share the same thckness and almost dentcal stran profles. The frcton coeffcent µ also has not effect on shear band thckness, as s shown n Fg. 5b. 4 CONCLUSION The smulaton results were surprsng. We had expected some effect of mechancal scalng on shear band thckness, but the thcknesses were the same for all values of mechancal scalng, α and β, and for all frcton coeffcents µ. Shear band thckness seems to have a geometrc 7

8 orgn and to depend upon the geometrc szes, sze dstrbuton, and shape of the partcles, although ths concluson wll need to be confrmed wth addtonal tests. We have already noted that regular packngs of equal-sze spheres and dsks exhbt shear bands that are much thnner than those of the current study (Babc et al. 199; O Sullvan and Bray 23; Bag 23). We plan to conduct 2D tests wth dfferent dstrbutons of dsk szes (smlar to the physcal experments of Vggan et al. 21) and wth oval shapes havng dfferent aspect ratos. REFERENCES Babc, M., Shen, H. H., and Shen, H. T. (199). The stress tensor n granular shear flows of unform, deformable dsks at hgh solds concentratons. J. Flud Mech., ASME, 219(1), Bag, K. (23). From order to chaos: the mechancal behavor of regular and rregular assembles. Quas-Statc Deformatons of Partculate Materals, K. Bag, ed., Proc. of the QuaDPM 3 Workshop, Aug , Budapest, Hungary Cundall, P. (1989). Numercal experments on localzaton n frctonal materals. Ingeneur- Archv, 59(2), Matsushma, T., Saomoto, H., Tsubokawa, Y., and Yamada, Y. (23). Observaton of gran rotaton nsde granular assembly durng shear deformaton. Sols and Found., 43(4), O Sullvan, C. and Bray, J. D. (23). Evoluton of localzaton n dealzed granular materals. Quas-Statc Deformatons of Partculate Materals, K. Bag, ed., Proc. of the QuaDPM 3 Workshop, Aug , Budapest, Hungary Pöschel, T., Salueña, C., and Schwager, T. (21). Scalng propertes of granular materals. Contnuous and Dscontnuous Modellng of Cohesve-Frctonal Materals, P. A. Vermeer, S. Debels, W. Ehlers, H. J. Herrmann, S. Ludng, and E. Ramm, eds., Sprnger, Berln, Vggan, G., Küntz, M., and Desrues, J. (21). An expermental nvestgaton of the relatonshps between gran sze dstrbuton and shear bandng n sand. Contnuous and Dscontnuous Modellng of Cohesve-Frctonal Materals, P. A. Vermeer, S. Debels, W. Ehlers, H. J. Herrmann, S. Ludng, and E. Ramm, eds., Sprnger, Berln, Yoshda, T. and Tatsuoka, F. (1997). Deformaton property of shear band n sand subjected to plane stran compresson and ts relaton to partcle characterstcs. Proc. 14th Int. Conf. Sol Mech. and Found. Engrg., Hamburg, Vol. 1,

Effect of loading frequency on the settlement of granular layer

Effect of loading frequency on the settlement of granular layer Effect of loadng frequency on the settlement of granular layer Akko KONO Ralway Techncal Research Insttute, Japan Takash Matsushma Tsukuba Unversty, Japan ABSTRACT: Cyclc loadng tests were performed both

More information

Moments of Inertia. and reminds us of the analogous equation for linear momentum p= mv, which is of the form. The kinetic energy of the body is.

Moments of Inertia. and reminds us of the analogous equation for linear momentum p= mv, which is of the form. The kinetic energy of the body is. Moments of Inerta Suppose a body s movng on a crcular path wth constant speed Let s consder two quanttes: the body s angular momentum L about the center of the crcle, and ts knetc energy T How are these

More information

Lifetime prediction of EP and NBR rubber seal by thermos-viscoelastic model

Lifetime 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 information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

COMPOSITE 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 information

Lecture Note 3. Eshelby s Inclusion II

Lecture 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 information

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.

Physics 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 information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC 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 information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, 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 information

In this section is given an overview of the common elasticity models.

In 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 information

Lecture 8 Modal Analysis

Lecture 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 information

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD

THE 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 information

Finite Element Modelling of truss/cable structures

Finite 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 information

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices Amplfcaton and Relaxaton of Electron Spn Polarzaton n Semconductor Devces Yury V. Pershn and Vladmr Prvman Center for Quantum Devce Technology, Clarkson Unversty, Potsdam, New York 13699-570, USA Spn Relaxaton

More information

Week 9 Chapter 10 Section 1-5

Week 9 Chapter 10 Section 1-5 Week 9 Chapter 10 Secton 1-5 Rotaton Rgd Object A rgd object s one that s nondeformable The relatve locatons of all partcles makng up the object reman constant All real objects are deformable to some extent,

More information

Indeterminate pin-jointed frames (trusses)

Indeterminate 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 information

One Dimensional Axial Deformations

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 information

Psychology 282 Lecture #24 Outline Regression Diagnostics: Outliers

Psychology 282 Lecture #24 Outline Regression Diagnostics: Outliers Psychology 282 Lecture #24 Outlne Regresson Dagnostcs: Outlers In an earler lecture we studed the statstcal assumptons underlyng the regresson model, ncludng the followng ponts: Formal statement of assumptons.

More information

APPENDIX F A DISPLACEMENT-BASED BEAM ELEMENT WITH SHEAR DEFORMATIONS. Never use a Cubic Function Approximation for a Non-Prismatic Beam

APPENDIX 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 information

Physics 207: Lecture 20. Today s Agenda Homework for Monday

Physics 207: Lecture 20. Today s Agenda Homework for Monday Physcs 207: Lecture 20 Today s Agenda Homework for Monday Recap: Systems of Partcles Center of mass Velocty and acceleraton of the center of mass Dynamcs of the center of mass Lnear Momentum Example problems

More information

χ 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

χ 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 information

Linear Momentum. Center of Mass.

Linear Momentum. Center of Mass. Lecture 6 Chapter 9 Physcs I 03.3.04 Lnear omentum. Center of ass. Course webste: http://faculty.uml.edu/ndry_danylov/teachng/physcsi Lecture Capture: http://echo360.uml.edu/danylov03/physcssprng.html

More information

DUE: WEDS FEB 21ST 2018

DUE: 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 information

FINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION

FINITE 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 information

CHAPTER 9 CONCLUSIONS

CHAPTER 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 information

GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE

GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE Prof. J. N. Mandal Department of cvl engneerng, IIT Bombay, Powa, Mumba 400076, Inda. Tel.022-25767328 emal: cejnm@cvl.tb.ac.n Module - 9 LECTURE - 48

More information

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES

EVALUATION 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 information

Modeling of Dynamic Systems

Modeling of Dynamic Systems Modelng of Dynamc Systems Ref: Control System Engneerng Norman Nse : Chapters & 3 Chapter objectves : Revew the Laplace transform Learn how to fnd a mathematcal model, called a transfer functon Learn how

More information

Second Order Analysis

Second 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 information

FREQUENCY DISTRIBUTIONS Page 1 of The idea of a frequency distribution for sets of observations will be introduced,

FREQUENCY DISTRIBUTIONS Page 1 of The idea of a frequency distribution for sets of observations will be introduced, FREQUENCY DISTRIBUTIONS Page 1 of 6 I. Introducton 1. The dea of a frequency dstrbuton for sets of observatons wll be ntroduced, together wth some of the mechancs for constructng dstrbutons of data. Then

More information

NUMERICAL RESULTS QUALITY IN DEPENDENCE ON ABAQUS PLANE STRESS ELEMENTS TYPE IN BIG DISPLACEMENTS COMPRESSION TEST

NUMERICAL 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 information

= z 20 z n. (k 20) + 4 z k = 4

= z 20 z n. (k 20) + 4 z k = 4 Problem Set #7 solutons 7.2.. (a Fnd the coeffcent of z k n (z + z 5 + z 6 + z 7 + 5, k 20. We use the known seres expanson ( n+l ( z l l z n below: (z + z 5 + z 6 + z 7 + 5 (z 5 ( + z + z 2 + z + 5 5

More information

Physics 181. Particle Systems

Physics 181. Particle Systems Physcs 181 Partcle Systems Overvew In these notes we dscuss the varables approprate to the descrpton of systems of partcles, ther defntons, ther relatons, and ther conservatons laws. We consder a system

More information

Buckling analysis of single-layered FG nanoplates on elastic substrate with uneven porosities and various boundary conditions

Buckling 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 information

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force.

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force. The fundamental prncples of classcal mechancs were lad down by Galleo and Newton n the 16th and 17th centures. In 1686, Newton wrote the Prncpa where he gave us three laws of moton, one law of gravty,

More information

Linear Regression Analysis: Terminology and Notation

Linear Regression Analysis: Terminology and Notation ECON 35* -- Secton : Basc Concepts of Regresson Analyss (Page ) Lnear Regresson Analyss: Termnology and Notaton Consder the generc verson of the smple (two-varable) lnear regresson model. It s represented

More information

Lecture 7: Boltzmann distribution & Thermodynamics of mixing

Lecture 7: Boltzmann distribution & Thermodynamics of mixing Prof. Tbbtt Lecture 7 etworks & Gels Lecture 7: Boltzmann dstrbuton & Thermodynamcs of mxng 1 Suggested readng Prof. Mark W. Tbbtt ETH Zürch 13 März 018 Molecular Drvng Forces Dll and Bromberg: Chapters

More information

Constitutive Modelling of Superplastic AA-5083

Constitutive 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 information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

Spin-rotation coupling of the angularly accelerated rigid body

Spin-rotation coupling of the angularly accelerated rigid body Spn-rotaton couplng of the angularly accelerated rgd body Loua Hassan Elzen Basher Khartoum, Sudan. Postal code:11123 E-mal: louaelzen@gmal.com November 1, 2017 All Rghts Reserved. Abstract Ths paper s

More information

Torsion Stiffness of Thin-walled Steel Beams with Web Holes

Torsion 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 information

First Law: A body at rest remains at rest, a body in motion continues to move at constant velocity, unless acted upon by an external force.

First Law: A body at rest remains at rest, a body in motion continues to move at constant velocity, unless acted upon by an external force. Secton 1. Dynamcs (Newton s Laws of Moton) Two approaches: 1) Gven all the forces actng on a body, predct the subsequent (changes n) moton. 2) Gven the (changes n) moton of a body, nfer what forces act

More information

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015 Lecture 2. 1/07/15-1/09/15 Unversty of Washngton Department of Chemstry Chemstry 453 Wnter Quarter 2015 We are not talkng about truth. We are talkng about somethng that seems lke truth. The truth we want

More information

The Finite Element Method

The 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 information

DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION

DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION October 1-17, 8, Bejng, Chna DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION A. M. Halaban 1 and M. Malek 1 Professor, Faculty of Cvl Engneerng, Isfahan Unversty of Technology, Isfahan,

More information

Week 6, Chapter 7 Sect 1-5

Week 6, Chapter 7 Sect 1-5 Week 6, Chapter 7 Sect 1-5 Work and Knetc Energy Lecture Quz The frctonal force of the floor on a large sutcase s least when the sutcase s A.pushed by a force parallel to the floor. B.dragged by a force

More information

STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS

STUDY 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 information

SIMULATION OF WAVE PROPAGATION IN AN HETEROGENEOUS ELASTIC ROD

SIMULATION OF WAVE PROPAGATION IN AN HETEROGENEOUS ELASTIC ROD SIMUATION OF WAVE POPAGATION IN AN HETEOGENEOUS EASTIC OD ogéro M Saldanha da Gama Unversdade do Estado do o de Janero ua Sào Francsco Xaver 54, sala 5 A 559-9, o de Janero, Brasl e-mal: rsgama@domancombr

More information

Rotational Dynamics. Physics 1425 Lecture 19. Michael Fowler, UVa

Rotational Dynamics. Physics 1425 Lecture 19. Michael Fowler, UVa Rotatonal Dynamcs Physcs 1425 Lecture 19 Mchael Fowler, UVa Rotatonal Dynamcs Newton s Frst Law: a rotatng body wll contnue to rotate at constant angular velocty as long as there s no torque actng on t.

More information

MEASUREMENT OF MOMENT OF INERTIA

MEASUREMENT OF MOMENT OF INERTIA 1. measurement MESUREMENT OF MOMENT OF INERTI The am of ths measurement s to determne the moment of nerta of the rotor of an electrc motor. 1. General relatons Rotatng moton and moment of nerta Let us

More information

STATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION

STATIC 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 information

APPROXIMATE ANALYSIS OF RIGID PLATE LOADING ON ELASTIC MULTI-LAYERED SYSTEMS

APPROXIMATE 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 information

ˆ (0.10 m) E ( N m /C ) 36 ˆj ( j C m)

ˆ (0.10 m) E ( N m /C ) 36 ˆj ( j C m) 7.. = = 3 = 4 = 5. The electrc feld s constant everywhere between the plates. Ths s ndcated by the electrc feld vectors, whch are all the same length and n the same drecton. 7.5. Model: The dstances to

More information

Please review the following statement: I certify that I have not given unauthorized aid nor have I received aid in the completion of this exam.

Please review the following statement: I certify that I have not given unauthorized aid nor have I received aid in the completion of this exam. ME 270 Sprng 2014 Fnal Exam NME (Last, Frst): Please revew the followng statement: I certfy that I have not gven unauthorzed ad nor have I receved ad n the completon of ths exam. Sgnature: INSTRUCTIONS

More information

Limited Dependent Variables

Limited Dependent Variables Lmted Dependent Varables. What f the left-hand sde varable s not a contnuous thng spread from mnus nfnty to plus nfnty? That s, gven a model = f (, β, ε, where a. s bounded below at zero, such as wages

More information

EPR Paradox and the Physical Meaning of an Experiment in Quantum Mechanics. Vesselin C. Noninski

EPR Paradox and the Physical Meaning of an Experiment in Quantum Mechanics. Vesselin C. Noninski EPR Paradox and the Physcal Meanng of an Experment n Quantum Mechancs Vesseln C Nonnsk vesselnnonnsk@verzonnet Abstract It s shown that there s one purely determnstc outcome when measurement s made on

More information

Chapter Eight. Review and Summary. Two methods in solid mechanics ---- vectorial methods and energy methods or variational methods

Chapter Eight. Review and Summary. Two methods in solid mechanics ---- vectorial methods and energy methods or variational methods Chapter Eght Energy Method 8. Introducton 8. Stran energy expressons 8.3 Prncpal of statonary potental energy; several degrees of freedom ------ Castglano s frst theorem ---- Examples 8.4 Prncpal of statonary

More information

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have

More information

Experimental Study on Ultimate Strength of Flexural-Failure-Type RC Beams under Impact Loading

Experimental Study on Ultimate Strength of Flexural-Failure-Type RC Beams under Impact Loading xpermental Study on Ultmate Strength of Flexural-Falure-Type RC Beams under Impact Loadng N. Ksh 1), O. Nakano 2~, K. G. Matsuoka 1), and T. Ando 1~ 1) Dept. of Cvl ngneerng, Muroran Insttute of Technology,

More information

Chapter 3. r r. Position, Velocity, and Acceleration Revisited

Chapter 3. r r. Position, Velocity, and Acceleration Revisited Chapter 3 Poston, Velocty, and Acceleraton Revsted The poston vector of a partcle s a vector drawn from the orgn to the locaton of the partcle. In two dmensons: r = x ˆ+ yj ˆ (1) The dsplacement vector

More information

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 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 information

Visco-Rubber Elastic Model for Pressure Sensitive Adhesive

Visco-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 information

Lecture 3 Stat102, Spring 2007

Lecture 3 Stat102, Spring 2007 Lecture 3 Stat0, Sprng 007 Chapter 3. 3.: Introducton to regresson analyss Lnear regresson as a descrptve technque The least-squares equatons Chapter 3.3 Samplng dstrbuton of b 0, b. Contnued n net lecture

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 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 information

Supplemental Material: Causal Entropic Forces

Supplemental Material: Causal Entropic Forces Supplemental Materal: Causal Entropc Forces A. D. Wssner-Gross 1, 2, and C. E. Freer 3 1 Insttute for Appled Computatonal Scence, Harvard Unversty, Cambrdge, Massachusetts 02138, USA 2 The Meda Laboratory,

More information

THERMAL DISTRIBUTION IN THE HCL SPECTRUM OBJECTIVE

THERMAL DISTRIBUTION IN THE HCL SPECTRUM OBJECTIVE ame: THERMAL DISTRIBUTIO I THE HCL SPECTRUM OBJECTIVE To nvestgate a system s thermal dstrbuton n dscrete states; specfcally, determne HCl gas temperature from the relatve occupatons of ts rotatonal states.

More information

Physics 141. Lecture 14. Frank L. H. Wolfs Department of Physics and Astronomy, University of Rochester, Lecture 14, Page 1

Physics 141. Lecture 14. Frank L. H. Wolfs Department of Physics and Astronomy, University of Rochester, Lecture 14, Page 1 Physcs 141. Lecture 14. Frank L. H. Wolfs Department of Physcs and Astronomy, Unversty of Rochester, Lecture 14, Page 1 Physcs 141. Lecture 14. Course Informaton: Lab report # 3. Exam # 2. Mult-Partcle

More information

A Robust Method for Calculating the Correlation Coefficient

A 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 information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

A comprehensive study: Boundary conditions for representative volume elements (RVE) of composites

A 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 information

MEEM 3700 Mechanical Vibrations

MEEM 3700 Mechanical Vibrations MEEM 700 Mechancal Vbratons Mohan D. Rao Chuck Van Karsen Mechancal Engneerng-Engneerng Mechancs Mchgan echnologcal Unversty Copyrght 00 Lecture & MEEM 700 Multple Degree of Freedom Systems (ext: S.S.

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

THE SMOOTH INDENTATION OF A CYLINDRICAL INDENTOR AND ANGLE-PLY LAMINATES

THE 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 information

CHAPTER 14 GENERAL PERTURBATION THEORY

CHAPTER 14 GENERAL PERTURBATION THEORY CHAPTER 4 GENERAL PERTURBATION THEORY 4 Introducton A partcle n orbt around a pont mass or a sphercally symmetrc mass dstrbuton s movng n a gravtatonal potental of the form GM / r In ths potental t moves

More information

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed

Irregular 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 information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(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 information

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t 8.5: Many-body phenomena n condensed matter and atomc physcs Last moded: September, 003 Lecture. Squeezed States In ths lecture we shall contnue the dscusson of coherent states, focusng on ther propertes

More information

Spring 2002 Lecture #13

Spring 2002 Lecture #13 44-50 Sprng 00 ecture # Dr. Jaehoon Yu. Rotatonal Energy. Computaton of oments of nerta. Parallel-as Theorem 4. Torque & Angular Acceleraton 5. Work, Power, & Energy of Rotatonal otons Remember the md-term

More information

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth

More information

Global Sensitivity. Tuesday 20 th February, 2018

Global 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 information

Rigid body simulation

Rigid body simulation Rgd bod smulaton Rgd bod smulaton Once we consder an object wth spacal etent, partcle sstem smulaton s no longer suffcent Problems Problems Unconstraned sstem rotatonal moton torques and angular momentum

More information

Analytical and Numerical Analysis of Free Bulge Tube Hydroforming

Analytical 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 information

Chapter 8. Potential Energy and Conservation of Energy

Chapter 8. Potential Energy and Conservation of Energy Chapter 8 Potental Energy and Conservaton of Energy In ths chapter we wll ntroduce the followng concepts: Potental Energy Conservatve and non-conservatve forces Mechancal Energy Conservaton of Mechancal

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

Modal Strain Energy Decomposition Method for Damage Detection of an Offshore Structure Using Modal Testing Information

Modal Strain Energy Decomposition Method for Damage Detection of an Offshore Structure Using Modal Testing Information Thrd Chnese-German Jont Symposum on Coastal and Ocean Engneerng Natonal Cheng Kung Unversty, Tanan November 8-16, 2006 Modal Stran Energy Decomposton Method for Damage Detecton of an Offshore Structure

More information

Modeling and Simulation of a Hexapod Machine Tool for the Dynamic Stability Analysis of Milling Processes. C. Henninger, P.

Modeling 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 information

A Mechanics-Based Approach for Determining Deflections of Stacked Multi-Storey Wood-Based Shear Walls

A Mechanics-Based Approach for Determining Deflections of Stacked Multi-Storey Wood-Based Shear Walls A Mechancs-Based Approach for Determnng Deflectons of Stacked Mult-Storey Wood-Based Shear Walls FPINNOVATIONS Acknowledgements Ths publcaton was developed by FPInnovatons and the Canadan Wood Councl based

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

Chapter 13: Multiple Regression

Chapter 13: Multiple Regression Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to

More information

Numerical Heat and Mass Transfer

Numerical 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 information

/ n ) are compared. The logic is: if the two

/ n ) are compared. The logic is: if the two STAT C141, Sprng 2005 Lecture 13 Two sample tests One sample tests: examples of goodness of ft tests, where we are testng whether our data supports predctons. Two sample tests: called as tests of ndependence

More information

Tensor Smooth Length for SPH Modelling of High Speed Impact

Tensor 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

Investigation of a New Monte Carlo Method for the Transitional Gas Flow

Investigation of a New Monte Carlo Method for the Transitional Gas Flow Investgaton of a New Monte Carlo Method for the Transtonal Gas Flow X. Luo and Chr. Day Karlsruhe Insttute of Technology(KIT) Insttute for Techncal Physcs 7602 Karlsruhe Germany Abstract. The Drect Smulaton

More information

MECHANICS OF MATERIALS

MECHANICS OF MATERIALS Fourth Edton CHTER MECHNICS OF MTERIS Ferdnand. Beer E. Russell Johnston, Jr. John T. DeWolf ecture Notes: J. Walt Oler Texas Tech Unversty Stress and Stran xal oadng Contents Stress & Stran: xal oadng

More information

Numerical analysis of buried pipes subjected to lateral soil movements

Numerical analysis of buried pipes subjected to lateral soil movements Numercal analss of bured ppes subjected to lateral sol movements P. Casamchele, M. Mauger & E. Motta Department of Cvl and Envronmental Engneerng, Catana Unverst, Ital Abstract he response of bured ppes

More information

An identification algorithm of model kinetic parameters of the interfacial layer growth in fiber composites

An identification algorithm of model kinetic parameters of the interfacial layer growth in fiber composites IOP Conference Seres: Materals Scence and Engneerng PAPER OPE ACCESS An dentfcaton algorthm of model knetc parameters of the nterfacal layer growth n fber compostes o cte ths artcle: V Zubov et al 216

More information

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations Physcs 171/271 -Davd Klenfeld - Fall 2005 (revsed Wnter 2011) 1 Dervaton of Rate Equatons from Sngle-Cell Conductance (Hodgkn-Huxley-lke) Equatons We consder a network of many neurons, each of whch obeys

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

AP Physics 1 & 2 Summer Assignment

AP Physics 1 & 2 Summer Assignment AP Physcs 1 & 2 Summer Assgnment AP Physcs 1 requres an exceptonal profcency n algebra, trgonometry, and geometry. It was desgned by a select group of college professors and hgh school scence teachers

More information

Peridynamic Modeling of plain concrete structures under monotonic loading Jiezhi Lu1, a, Yaoting Zhang1, b, Zhijun Chen1

Peridynamic Modeling of plain concrete structures under monotonic loading Jiezhi Lu1, a, Yaoting Zhang1, b, Zhijun Chen1 Second Internatonal Conference on Mechancs, Materals and Structural Engneerng (ICMMSE 7) Perdynamc Modelng of plan concrete structures under monotonc loadng Jezh Lu, a, Yaotng Zhang, b, Zhjun Chen School

More information

Analysis of Discrete Time Queues (Section 4.6)

Analysis of Discrete Time Queues (Section 4.6) Analyss of Dscrete Tme Queues (Secton 4.6) Copyrght 2002, Sanjay K. Bose Tme axs dvded nto slots slot slot boundares Arrvals can only occur at slot boundares Servce to a job can only start at a slot boundary

More information