Durham Research Online

Size: px
Start display at page:

Download "Durham Research Online"

Transcription

1 Durham Rsarch Onlin Dpositd in DRO: 02 Jun 2008 Vrsion of attachd l: Publishd Vrsion Pr-rviw status of attachd l: Pr-rviwd Citation for publishd itm: Gallipoli, D. and Gns, A. and Sharma, R. and Vaunat, J. (2003) 'An lasto-plastic modl for unsaturatd soil incorporating th cts of suction and dgr of saturation on mchanical bhaviour.', G otchniqu., 53 (). pp Furthr information on publishr's wbsit: otchniquarticlid=36journalmnu=trujourna Publishr's copyright statmnt: Additional information: Us policy Th full-txt may b usd and/or rproducd, and givn to third partis in any format or mdium, without prior prmission or charg, for prsonal rsarch or study, ducational, or not-for-prot purposs providd that: a full bibliographic rfrnc is mad to th original sourc a link is mad to th mtadata rcord in DRO th full-txt is not changd in any way Th full-txt must not b sold in any format or mdium without th formal prmission of th copyright holdrs. Plas consult th full DRO policy for furthr dtails. Durham Univrsity Library, Stockton Road, Durham DH 3LY, Unitd Kingdom Tl : +44 (0) Fax : +44 (0)

2 Gallipoli, D., Gns, A., Sharma, R. & Vaunat, J. (2003). Géotchniqu 53, No., An lasto-plastic modl for unsaturatd soil incorporating th ffcts of suction and dgr of saturation on mchanical bhaviour D. GALLIPOLI, A. GENS, R. SHARMA{ and J. VAUNAT Th papr prsnts an lasto-plastic modl for unsaturatd soils that taks xplicitly into account th mchanisms with which suction affcts mchanical bhaviour as wll as thir dpndnc on dgr of saturation. Th proposd modl is formulatd in trms of two constitutiv variabls dirctly rlatd to ths suction mchanisms: th avrag sklton strss, which includs th avrag fluid prssur acting on th soil pors, and an additional scalar constitutiv variabl, î, rlatd to th magnitud of th bonding ffct xrtd by mniscus watr at th intr-particl contacts. Th formulation of th modl in trms of variabls closly rlatd to spcific bhaviour mchanisms lads to a rmarkabl unification of xprimntal rsults of tsts carrid out with diffrnt suctions. Th analysis of xprimntal isotropic comprssion data strongly suggsts that th quotint btwn th void ratio,, of an unsaturatd soil and th void ratio s, corrsponding to th saturatd stat at th sam avrag soil sklton strss, is a uniqu function of th bonding ffct du to watr mnisci at th intr-particl contacts. Th sam rsult is obtaind whn xamining critical stats at diffrnt suctions. Basd on ths obsrvations, an lastoplastic constitutiv modl is dvlopd using a singl yild surfac th siz of which is controlld by volumtric hardning. In spit of this simplicity, it is shown that th modl rproducs corrctly many important faturs of unsaturatd soil bhaviour. It is spcially rmarkabl that, although only on yild surfac is usd in th formulation of th modl, th irrvrsibl bhaviour in wtting drying cycls is wll capturd. Bcaus of th bhaviour normalisation achivd by th modl, th rsulting constitutiv law is conomical in trms of th numbr of tsts rquird for paramtr dtrmination. KEYWORDS: clays; constitutiv rlations; partial saturation; plasticity; suction Ct xposé présnt un modèl élasto-plastiqu pour ds sols non saturés, modèl qui prnd xplicitmnt n compt ls mécanisms par lsquls la succion affct l comportmnt mécaniqu ainsi qu lur dépndanc visà-vis du dgré d saturation. L modèl proposé st formulé n trms d dux variabls constitutivs dirctmnt liés à cs mécanisms d succion ; la contraint moynn du squltt, qui inclut la prssion d fluid moynn sur ls pors du sol t un autr variant constitutiv scalair supplémntair, î, lié à la magnitud d l fft d adhérnc xrcé par l au ménisqu aux contacts ntr particuls. La formulation du modèl n trms d variabls étroitmnt liés à ds mécanisms d comportmnt spécifiqus conduit à un unification rmarquabl ds résultats xpérimntaux ds ssais ffctués avc différnts succions. L analys ds donnés xpérimntals d comprssion isotrop suggèr fortmnt qu l quotint ntr l taux d por d un sol non saturé t l taux d por s corrspondant à l état saturé pour la mêm contraint moynn d squltt d sol, st un fonction uniqu d l fft d adhérnc dû aux ménisqus d l au aux contacts ntr particuls. L mêm résultat st obtnu lorsqu l on xamin ls états critiqus à différnts succions. En nous basant sur cs obsrvations, nous avons dévloppé un modèl constitutif élasto-plastiqu utilisant un uniqu surfac d écoulmnt dont la dimnsion st commandé par l durcissmnt volumétriqu. Nous montrons qu l modèl, malgré sa simplicité, rproduit corrctmnt bin ds caractéristiqus importants du comportmnt d un sol non saturé. Il st particulièrmnt frappant d constatr qu, bin qu un sul surfac d écoulmnt ait été utilisé dans la formulation du modèl, l comportmnt irrévrsibl dans ls cycls mouillag-séchag st bin rprésnté. En raison d la normalisation d comportmnt obtnu grâc au modèl, la loi constitutiv qui n résult a bsoin d moins d ssais pour la détrmination ds paramètrs. INTRODUCTION Suction has long bn rcognisd as a fundamntal variabl in th undrstanding of th mchanical bhaviour of unsaturatd soils. For this rasons many wll-known constitutiv modls (Alonso t al., 990; Whlr & Sivakumar, 995; Cui & Dlag, 996) includ suction as a basic strss variabl togthr with th nt strss, ó (dfind as total strss minus por air prssur). In fact suction influncs th mchanical bhaviour of an unsaturatd soil in two diffrnt ways (Karub & Kato, 994; Whlr & Karub, 995): Manuscript rcivd May 2002; rvisd manuscript accptd 20 August Discussion on this papr closs August 2003, for furthr dtails s p. ii. Dpartamnto d Ingniría dl Trrno, Univrsitat Politécnica d Catalunya, Barclona, Spain. { Univrsity of Bradford, UK (formrly Univrsity of Oxford, UK). by modifying th sklton strss through changs in th avrag fluid prssur acting in th soil pors by providing an additional bonding forc at th particl contacts, oftn attributd to capillary phnomna occurring in th watr mnisci. It is important to ralis that, for th two mchanisms, th ffcts of suction ar influncd by th stat of saturation of th soil. Th rlativ ara ovr which th watr and air prssurs act dpnds dirctly on th dgr of saturation (th prcntag of por voids occupid by watr), but th sam paramtr also affcts th numbr and intnsity of capillary-inducd intr-particl forcs. Thrfor modls using only suction in thir formulation ar unlikly to b complt. It is ncssary to incorporat, through a paramtr such as dgr of saturation, information rgarding th proportion of th soil ovr which suction ffcts ar rlvant. Thrfor it is not surprising that constitutiv modls that us only suction as th unsaturatd 23

3 24 GALLIPOLI, GENS, SHARMA AND VAUNAT variabl fac difficultis in dscribing important faturs of unsaturatd soil bhaviour. Anothr class of lasto-plastic modls for unsaturatd soils, such as thos proposd by Jommi & Di Prisco (994), Bolzon t al. (996), Lort & Khalili (2000) and Karub & Kawai (200), ar xprssd in trms of a diffrnt st of constitutiv variabls that xplicitly includ th dgr of saturation in thir dfinitions. In ths modls th strss variabl has th form of th Bishop (959) strss: ó 9 hk ¼ ó hk ä hk [u a (u a u w )] () Void ratio Scond wtting First drying First wtting whr ó 9 hk is th Bishop (959) strss, ó hk is th total strss, u a is th air prssur, u w is th watr prssur, ä hk is Kronckr s dlta, and is a soil paramtr that rangs btwn (at saturation) and zro (at dry conditions), and which is a function of dgr of saturation. Th additional scalar variabl is givn ithr by suction or by dgr of saturation dpnding on th spcific modl, with th xcption of th modl of Karub & Kawai (200), in which it is a function of both suction and dgr of saturation. Although such modls xplicitly introduc th dgr of saturation in th dfinition of th soil variabls, thy still prsnt limitations whn prdicting important aspcts of unsaturatd soil bhaviour unlss th additional complxity of multipl yild surfacs is introducd. Two xampls of faturs of bhaviour that rquir adquat modlling ar: th irrvrsibl rduction of spcific volum that can occur during drying of an unsaturatd soil (that is, during incras of suction) th dpndnc of th soil rspons during virgin loading at constant suction on th past history of suction variation. Th first typ of bhaviour has bn obsrvd by Alonso t al. (995) and Sharma (998) in laboratory tsts involving wtting drying cycls (that is, cycls of dcras incras of suction) on soil sampls subjctd to odomtric and isotropic conditions rspctivly. Exampls of this typ of soil rspons ar shown in Fig.. Th scond typ of bhaviour has bn obsrvd by Sharma (998) during isotropic loading to virgin stats of sampls at constant suction. In particular, th rsults by Sharma (998) suggst that a compactd unsaturatd soil shows a diffrnt stiffnss during virgin loading at th sam constant suction dpnding on whthr th sampl undrgos a wtting drying cycl prior to loading or not. Fig. 2 shows xampls of isotropic tsts whr th dpndnc of th soil stiffnss during virgin loading on th prvious history of suction variation can b obsrvd. Morovr, for som of ths modls th dtrmination of modl paramtrs rquirs ithr non-convntional laboratory tsts (for xampl, tsts at constant dgr of saturation) or a back-analysis for fitting modl prdictions to convntional laboratory rsults. In this papr a modl is dscribd that incorporats xplicitly in its formulation th two distinct suction ffcts mntiond prviously, including thir dpndnc on dgr of saturation. By staying clos to ths basic bhaviour mchanisms, th proposd lasto-plastic modl is capabl of rproducing th most important pattrns of unsaturatd soil mchanical bhaviour, including thos indicatd abov, in a rathr simpl mannr mploying only a singl yild surfac. Th modl also provids an ffctiv way of unifying xprimntal rsults of tsts prformd at diffrnt suctions. Apart from th concptual bnfits of such unification, this fact rsults in conomical procdurs for paramtr dtrmination from th point of viw of th numbr of laboratory tsts rquird. Volumtric strain: % Suction: kpa First wtting Scond wtting Scond drying First wtting Third wtting Scond drying Suction: kpa Fig.. Wtting drying cycl on: compactd mixtur of bntonit and kaolin undr constant isotropic nt strss of 0 kpa (aftr Sharma, 998); compactd Boom clay undr odomtric conditions at constant vrtical strss of 400 kpa (aftr Alonso t al., 995) MODELLING ASSUMPTIONS In th proposd modl th basic strss variabl is th avrag sklton strss (Jommi, 2000), which is quivalnt to th Bishop (959) strss whr th paramtr of quation () is qual to th dgr of saturation, S r : ó9 hk ¼ ó hk ä hk [u a (u a u w )] (2) This variabl xprsss th avrag strss acting in th soil sklton: that is, th diffrnc btwn th total strss and th avrag prssur of th two fluid phass (i.. gas and liquid), with th dgr of saturation as a wighting paramtr. It thrfor incorporats in a dirct mannr th first of th suction rols notd abov. Th dfinition of th avrag sklton strss rprsnts a natural xtnsion to th unsaturatd domain of th Trzaghi (936) ffctiv strss for saturatd granular matrials, and it rducs to th Trzaghi ffctiv strss at saturatd condition (that is, dgr of saturation qual to unity).

4 Void ratio Void ratio. 3.. Aftr wtting drying cycl Bfor wtting drying cycl Man nt strss: kpa Bfor wtting drying cycl Aftr wtting drying cycl Man nt strss: kpa Fig. 2. Isotropic virgin loading of compactd mixtur of bntonit and kaolin at: constant suction of 300 kpa (aftr Sharma, 998); constant suction of 200 kpa (aftr Sharma, 998) Laboratory tsts hav shown, howvr, that it is not possibl to xplain important faturs of th bhaviour of unsaturatd soils, such as th irrvrsibl comprssion (collaps) during wtting (that is, during a suction rduction) and th incras of th pr-consolidation prssur with incrasing suction, by using th avrag sklton strss as th only constitutiv variabl (.g. Jnnings & Burland, 962). To account for ths phnomna it is ncssary to considr th scond suction mchanism. Th irrvrsibl mchanical rspons of a granular matrial is associatd mainly with th rlativ slippag taking plac at th intrfac btwn soil particls. In an unsaturatd soil th possibility of such slippag is partially rducd by th stabilising ffct of th normal forc xrtd at th intr-particl contacts by mniscus lnss of watr at ngativ prssur (Whlr & Karub, 995). Svral faturs of th lasto-plastic bhaviour of unsaturatd soil ar thrfor likly to b th consqunc of ELASTO-PLASTIC MODEL FOR UNSATURATED SOIL 25 bonding and d-bonding phnomna btwn soil particls du to th formation and vanishing of watr mnisci at intr-particl contacts, and thy cannot b accountd for by using xclusivly th avrag sklton strss as a constitutiv variabl. Consquntly an additional constitutiv variabl, î, nds to b introducd as a masur of th magnitud of th intrparticl bonding du to watr mnisci so that th scond typ of suction ffct is proprly accountd for. Th magnitud of such intr-particl bonding is xpctd to b th rsult of two contributions: th numbr of watr mnisci pr unit volum of th solid fraction th intnsity of th stabilising normal forc xrtd at th intr-particl contact by a singl watr mniscus. Hnc th variabl î is dfind in th prsnt formulation as th product of two factors: th dgr of saturation of th air, ( S r ), and th function of suction, f (s): î ¼ f (s)( S r ) (3) Th factor ( S r ) accounts for th numbr of watr mnisci pr unit volum of solid fraction. Th xistnc of a uniqu rlationship btwn th valu of ( S r ) and th numbr of watr mnisci pr unit volum of solid fraction is a physically rasonabl assumption; howvr, th uniqunss of such rlationship is rigorously tru only for th idal cas whr th soil is rigid (that is, whn th dimnsions and shaps of voids do not chang as a rsult particl rarrangmnts), and whr ach valu of dgr of saturation corrsponds to a givn arrangmnt of watr within soil pors. Th trm ( S r ) is qual to zro whn th soil is saturatd (that is, S r ¼ ) and watr mnisci ar absnt, whras it assums positiv incrasing valus whn th numbr of watr mnisci incrass. Th numbr of watr mnisci pr unit volum of solid fraction can thrfor b xprssd as a monotonic incrasing function of th trm ( S r ). Th validity of this dfinition dos not apply to th cas of a soil in an xtrmly dry stat, whn th watr mnisci will start to disappar from th particl contacts. Although th xtnsion to th cas of xtrmly dry soils should not prsnt any concptual difficulty, this is not covrd in th prsnt papr bcaus th xprimntal validation would rquir xprimntal rsults from a tst programm conductd on sampls at vry low dgr of saturation, which ar currntly unavailabl. Clarly, th rlationship btwn th numbr of watr mnisci pr unit volum of solid fraction and th trm ( S r ) is dpndnt on th spcific fabric of th soil (that is, on th por siz distribution of th soil). Howvr, for th purposs of this work it is not ncssary to charactris such a rlationship xplicitly, bcaus this information is implicit in th dfinition of th function, introducd latr in th papr, that provids th variation of th ratio = s in trms of th bonding variabl î. Th function of suction f (s), which multiplis th factor ( S r ), varis monotonically btwn and 5 for valus of suction ranging btwn zro and infinity rspctivly, and it accounts for th incras with incrasing suction of th stabilising intr-particl forc xrtd by a singl mniscus. In particular, it xprsss th ratio btwn th valu of stabilising forc at a givn suction, s, and th valu of stabilising forc at a suction of zro for th idal cas of a watr mniscus locatd at th contact btwn two idntical sphrs (th analytical solution of this problm is du to Fishr, 926). Th spcific form of th function f (s) dpnds on th siz of th sphrs and on th valu of th watr surfac tnsion, but th rang of variation, btwn and 5, is always th sam rgardlss of dimnsions and

5 26 GALLIPOLI, GENS, SHARMA AND VAUNAT physical proprtis. Th rlationship f (s) usd in this work is shown in Fig. 3, corrsponding to th cas of two sphrs having radii of ìm and a valu of th surfac tnsion of watr corrsponding to a tmpratur of 208C. Hains (925) suggstd that a matrial with th txtur of a compactd kaolin could b rprsntd by sphrs having radii qual to ìm. Obviously th shaps of th aggrgats ar far from bing sphrs of th sam siz. In addition, for soils with a multi-modal por siz distribution, th dimnsion of th sphrical grains in th solution of Fishr (926) should b dfind as a variabl dpnding on th avrag siz of th soil pors that includ watr mnisci. At this stag of dvlopmnt of th modl, howvr, th assumption of a simplifid rlationship, such as th on givn in Fig. 3, is considrd rasonabl. Th prsnc of mniscus watr provids a physical xplanation for th xprimntal obsrvation that, at th sam valu of avrag sklton strss, th valu of void ratio during virgin loading of unsaturatd soil is always gratr than th valu for th sam soil subjctd to th sam load undr saturatd conditions. Th xistnc of watr in th form of mniscus lnss within an unsaturatd soil maks th intr-particl contacts mor stabl, and thrfor rstrains th rciprocal slippag of soil particls that causs comprssiv strains during virgin loading. Consistnt with such mpirical obsrvations, this work introducs a fundamntal modlling assumption spcifying that, during virgin loading of an unsaturatd soil, th ratio = s btwn void ratio in unsaturatd conditions,, and void ratio in saturatd conditions, s, at th sam avrag sklton strss stat is a uniqu function of th bonding variabl, î. This assumption not only provids an ssntial starting point for th dvlopmnt of th modl, it also offrs a powrful unifying prspctiv to xamin th rsults of tsts prformd at diffrnt suctions. This assumption is validatd in th nxt sction on th basis of publishd laboratory tst data. EXPERIMENTAL VALIDATION OF MODELLING ASSUMPTIONS Th validation of th assumption introducd in th prvious sction has involvd th analysis of diffrnt sts of f(s) s: kpa Fig. 3. Ratio btwn intr-particl forcs at suction s and at null suction du to a watr mniscus locatd at th contact btwn two idntical sphrs (analytical solution by Fishr, 926) data from laboratory tsts prformd on compactd Spswhit kaolin (Sivakumar, 993; Whlr & Sivakumar, 2000), on a compactd mixtur of bntonit and kaolin (Sharma, 998), and on compactd Kiunyu gravl (Toll, 990). Th first part of this sction analyss th data from isotropic virgin comprssion tsts at constant suction (Sivakumar, 993; Sharma, 998). At th nd of th sction, th analysis of furthr xprimntal data from triaxial shar tsts on compactd Spswhit kaolin (Sivakumar, 993; Whlr & Sivakumar, 2000) and on compactd Kiunyu gravl (Toll, 990) dmonstrats that th conclusion achivd for isotropic strss stats can also b xtndd to non-isotropic strss stats. Sivakumar (993) and Sharma (998) prformd isotropic virgin comprssion of soil sampls at diffrnt valus of suction 00 kpa, 200 kpa and 300 kpa as wll as of saturatd sampls. During ths tsts th corrsponding changs of void ratio,, and watr ratio, w (that is, th volum of watr in a volum of soil containing unit volum of solids), wr masurd. Th analysis of th xprimntal rsults indicats that, for th rang of strsss considrd, th normal comprssion lins at constant suction follow a linar rlationship in th smi-logarithmic plans ln p and w ln p (whr p is th isotropic nt strss). Each normal comprssion lin is thrfor idntifid by th valus of th two paramtrs that corrspond to th slop and to th intrcpt at a givn valu of p. As for th data st by Sharma (998) thr wr no virgin loading tsts on saturatd sampls; th slop and intrcpt of th saturatd normal comprssion lin wr stimatd from th drying branch of a wtting drying tst undr isotropic constant load. In this typ of tst, aftr an initial wtting that brought th soil to saturation, th sampl was subjctd to drying that causd significant irrvrsibl changs of void ratio. Th principl of ffctiv strss holds during most of such drying bcaus th sampl rmaind saturatd for a larg incras of suction owing to its high air-ntry valu. Undr saturatd conditions th imposd chang of suction corrsponds to an quivalnt chang of th ffctiv strss. Hnc, by plotting th void ratio against th isotropic ffctiv strss, it was possibl to stimat th slop and th intrcpt of th saturatd normal comprssion lin. Th valus of slops and intrcpts of normal comprssion lins of and w at constant suction wr usd to r-plot th normal comprssion lins in trms of th isotropic avrag sklton strss, p0. Figs 4 and 5 show th normal comprssion lins at constant suctions of zro (saturatd), 00 kpa, 200 kpa and 300 kpa, in th smi-logarithmic plan ln p0 for ach st of data rspctivly. Inspction of Figs 4 and 5 rvals that th normal comprssion lins at non-zro valus of suction ar not straight lins in th smi-logarithmic plan ln p0, but thy ar curvs with slops that dcras as thy approach th saturatd lin (zro suction). This is consistnt with th xprimntal obsrvation that th dgr of saturation incrass during isotropic loading to virgin stats at constant suction. Indd, if a soil sampl attains saturation during comprssion at a positiv valu of suction, th isotropic avrag sklton strss coincids with th saturatd ffctiv strss, and th corrsponding valu of void ratio should li on th saturatd normal comprssion lin. Aftr saturation, th normal comprssion lin at non-zro suction should thrfor hav th sam slop as th saturatd normal comprssion lin. It is thrfor to b xpctd that th slop of th normal comprssion lins at non-zro suction progrssivly rducs as thy convrg towards th saturatd lin. From th normal comprssion lins in th smi-logarithmic plan ln p0 shown in Figs 4 and 5 it is possibl to calculat th ratio btwn th valu of th unsaturatd

6 ELASTO-PLASTIC MODEL FOR UNSATURATED SOIL Modl quation Exprimntal (s 00 kpa) Exprimntal (s 200 kpa) Exprimntal (s 300 kpa). / s 0. 8 s 0 kpa (saturatd) s 00 kpa s 200 kpa s 300 kpa Fig. 4. Normal comprssion lins at constant suction in th plan ln p0 (data by Sharma, 998) Fig. 6. Rlationship btwn ratio = s and bonding factor î during isotropic virgin loading at constant suction (data by Sharma, 998) Modl quation Exprimntal (s 00 kpa) Exprimntal (s 200 kpa) Exprimntal (s 300 kpa). / s 0. 8 s 0 kpa (saturatd) s 00 kpa s 200 kpa s 300 kpa Fig. 5. Normal comprssion lins at constant suction in th plan ln p0 (data by Sivakumar, 993) Fig. 7. Rlationship btwn ratio = s and bonding factor î during isotropic virgin loading at constant suction (data by Sivakumar, 993) 0. 6 soil and that corrsponding to th saturatd stat, s, at th sam avrag sklton strss. Figs 6 and 7 show, for th data sts of Sivakumar (993) and Sharma (998) rspctivly, th valu of th ratio = s plottd against th valu of th bonding variabl, î, dfind by quation (3) (corrsponding to th valus of S r and f (s) of th unsaturatd soil). Th valu of th function of suction, f (s), has bn calculatd according to th rlationship shown in Fig. 3, and it is qual to 0, 5 and 8 for suction valus of 00 kpa, 200 kpa and 300 kpa rspctivly. Th rlationship shown in Fig. 3 rfrs to th Fishr (926) solution whr th sphrical grains hav radii qual to ìm. This is th ordr of magnitud of th macrostructural voids of a clay soil compactd dry of optimum, such as th soils invstigatd by Sivakumar (993) and Sharma (998). Porosimtry studis hav shown that clay matrials compactd dry of optimum prsnt a markd bimodal por siz distribution (.g. Gns & Alonso, 992) with macrostructural and microstructural voids of th ordr of magnitud of ìm and 0 0 ìm rspctivly. For th rang of suctions invstigatd by Sivakumar (993) and Sharma (998) it is rasonabl to xpct that only macro-voids ar affctd by dsaturation (and hnc by th formation of watr mnisci) whil th micro-voids stay saturatd. Inspction of Figs 6 and 7 suggsts rmarkably that, for all th thr valus of suction invstigatd, th data from normal comprssion ar consistnt with a uniqu rlationship linking th valu of th proportion = s and th bonding variabl, î. Such a bonding variabl thrfor appars to b uniquly rlatd to th ability of th sklton to sustain

7 28 GALLIPOLI, GENS, SHARMA AND VAUNAT highr void ratios whn th soil is undr suction. For ach of th thr curvs at constant suction shown in Figs 6 and 7, th valu of th proportion = s is xpctd to attain a valu of whn î is qual to zro (that is, whn th sampl achivs saturation) bcaus in this cas th normal comprssion lins at non-zro suctions coincid with th saturatd lin in th smi-logarithmic plan ln p0. Th modl quation that fits th thr curvs of = s against î at constant suction in Figs 6 and 7 has th following form: ¼ a [ xp (b î)] (4) s whr a and b ar fitting paramtrs. Equation (4) prdicts a valu of = s qual to whn î is qual to zro, consistnt with th physical xplanation givn abov. For th rang of suction invstigatd, th valu of th function f (s) varis rlativly littl in comparison with th variation of th valu of th bonding variabl î. It is thrfor rasonabl to xpct that xprimntal data might b similarly consistnt with a rlationship linking th valu of th proportion = s during isotropic virgin loading to th valu of th dgr of saturation of th gas phas, ( S r ). Sivakumar (993) and Whlr & Sivakumar (2000) prsntd furthr xprimntal data from sharing tsts to critical stat on compactd Spswhit kaolin undr various suction valus. Ths data hav bn usd to invstigat whthr th rlationship btwn th ratio = s and th bonding variabl î could b xtndd to non-isotropic strss stats. Th modl quation in Fig. 7, which had bn dfind on th basis of isotropic normal comprssion tsts, was thrfor usd to prdict valus of void ratio at critical stats. Th prdictd valus of void ratio at critical stat wr computd following th sam procdur as in th isotropic cas. First th saturatd critical-stat lin in th smi-logarithmic plan ( ln p0) was dfind (by fixing its slop and intrcpt) on th basis of sharing tsts prformd by Sivakumar (993) and Whlr & Sivakumar (2000) on saturatd sampls. Thn, for ach unsaturatd sampl shard to critical stat, th corrsponding xprimntal valus of isotropic nt strss, dgr of saturation and suction at critical stat wr usd to calculat th isotropic avrag sklton strss, p0, and th bonding variabl î. Ths valus of p0 and î wr thn mployd to comput th void ratio, s, from th saturatd critical-stat lin and th ratio = s from th modl quation of Fig. 7 rspctivly. Fig. 8 shows th comparison btwn prdictd and xprimntal valus of void ratio at critical stat corrsponding to diffrnt suction lvls. Inspction of Fig. 8 indicats rmarkably that th rlationship stablishd btwn th ratio = s and th bonding factor î for isotropic virgin comprssion and givn by quation (4) can also accuratly prdict th void ratio valus at critical stat. This implis that such a rlationship might b uniqu for th lasto-plastic loading of an unsaturatd soil rgardlss of th spcific strss ratio applid to th sampl, and that th slctd bonding variabl closly rprsnts th ral ffct of suction on intr-granular strss. Th diffrnt sris of Fig. 8 corrspond to diffrnt procdurs adoptd by Whlr & Sivakumar (2000) for th compaction of Spswhit kaolin at th sam dry of optimum watr contnt (that is, for th tst sris II and III th compaction prssur and mthod of compaction wr diffrnt from thos mployd for prparing th sampls from sris I shown in Figs 5 and 7). On th basis of thir mpirical rsults, Whlr & Sivakumar (2000) concludd that th bhaviour at critical stat of a soil compactd at th sam dry of optimum watr contnt is not affctd by th procdur adoptd for compaction. This rsult is also confirmd by th comparison shown in Fig. 8. Prdictd Idntity function s 00 kpa (sris I) s 200 kpa (sris I) s 300 kpa (sris I) s 00 kpa (sris II) s 300 kpa (sris II) s 00 kpa (sris III) s 300 kpa (sris III) Exprimntal Fig. 8. Comparison btwn xprimntal and prdictd void ratio at critical stat (data by Sivakumar, 993 and Whlr & Sivakumar, 2000) Finally, th analysis of th data from undraind (with rspct to th watr phas) triaxial shar tsts prformd by Toll (990) on compactd sampls of a latritic gravl from Knya (Kiunyu gravl) is prsntd. Sampls wr compactd by Toll (990) at diffrnt valus of watr contnt ranging from 7 0 to 27 7 and thn shard in axial comprssion to critical stat whil prvnting th flow of watr. Th author rports th masurd valus of th void ratio, dgr of saturation, suction and nt strss stat at th nd of th tsts whn th unsaturatd sampls hav attaind critical stat conditions. Togthr with th rsults from unsaturatd soil sampls, th author prsnts a smallr st of data from undraind triaxial shar tsts to critical stat prformd on saturatd sampls. For th saturatd tsts, th soil sampls wr compactd at watr contnt ranging btwn 8 7 and 3 0 and wr thn saturatd prior to tsting. On th basis of th saturatd shar tsts, Toll (990) suggsts th valus of th slop and intrcpt of saturatd critical-stat lin in th smi-logarithmic plan ( ln p0). Th data prsntd by Toll (990) ar limitd to th critical-stat valus masurd at th nd of th undraind sharing of ach sampl. Such data wr usd in this work to validat th proposd assumption of a uniqu rlationship btwn th ratio = s (corrsponding to a givn valu of th isotropic avrag sklton strss) and th bonding variabl î at th critical stat. Th soil tstd by Toll (990) is likly to xhibit a grading diffrnt from that of th soils invstigatd by Sivakumar (993) and Sharma (998). Howvr, owing to th absnc of prcis information on th fabric of th soil tstd by Toll (990), th radii of th sphrs in th Fishr (926) solution (that is, in th function f (s) of quation (3)) wr takn qual to ìm, th sam valu as in th prvious two analyss. For ach xprimntal data point th valu of th function f (s) was thn calculatd according to th suction masurd by Toll (990) at th critical stat. For th purposs of th study prsntd hr, th unsaturatd sampls tstd by Toll (990) wr classifid in two diffrnt groups, ach on including sampls compactd at similar valus of watr contnt. Th data shown in Fig. 9 rfr to unsaturatd sampls whos compaction watr con-

8 / s. 3. Exprimntal Modl quation ELASTO-PLASTIC MODEL FOR UNSATURATED SOIL 29 suction, nt strss stat and dgr of saturation at critical stat) follow a uniqu trnd whn plottd in th plan (= s, î). In Figs 9 and 0 th xprssion of th curv intrpolating th xprimntal data is givn by quation (4) (th sam xprssion as usd for th xprimntal data of Sharma (998) and Sivakumar (993) shown in Figs 6 and 7). Th sampls compactd at watr contnts btwn 24 9% and 27 7% (Fig. 9) had suction valus ranging from 2 kpa to 73 kpa on raching th critical stat, whras th suction valus at critical stat for th sampls compactd at watr contnts btwn 9 6% and 2 9% (Fig. 0) varid btwn 22 kpa and 537 kpa. Th proposd rlationship, thrfor, is shown to b capabl of bringing togthr rsults from a vry wid rang of suction valus Fig. 9. Rlationship btwn ratio = s and bonding factor î at critical stat for soil sampls compactd at watr contnt btwn 24 9% and 27 7%. Th suctions at critical stat rang from 2 kpa to 73 kpa (data by Toll, 990) tnt rangd btwn 24 9% and 27 7%, whras for th sampls shown in Fig. 0 th compaction watr contnt rangd btwn 9 6% and 2 9%. Th valu of th compaction watr contnt significantly affcts th nsuing fabric of th unsaturatd sampl, and this in turn has an ffct on th mchanical rspons of th sampl, including th rspons at critical stat (as discussd by Whlr & Sivakumar, 2000). Hnc th purpos of such a distinction was to slct two homognous groups of sampls that prsntd a similar soil fabric, and whos mchanical rspons during laboratory tsting could thrfor b compard. From xamination of Figs 9 and 0 it can b obsrvd that all critical-stat data points (ach of thm corrsponding to diffrnt valus of / s Exprimntal Modl quation Fig. 0. Rlationship btwn ratio = s and bonding factor î at critical stat for soil sampls compactd at watr contnt btwn 9 6% and 2 9%. Th suctions at critical stat rang from 22 kpa to 537 kpa (data by Toll, 990) FORMULATION OF THE ELASTO-PLASTIC STRESS STRAIN MODEL An lasto-plastic isotropic strss strain modl for unsaturatd soils incorporating volumtric hardning is dscribd in this sction. Th succss of th modlling idas proposd hr will b dmonstratd in th nxt sction by comparing th prdictions with th xprimntal rsults from various typs of laboratory tst, all prformd undr isotropic loading. Th dvlopmnt of th modl is hnc limitd in this sction to isotropic strss stats in ordr to concntrat attntion on th basic faturs of th modl. Extnsion to mor gnral strss stats is quit straightforward following standard procdurs (Gns, 995). Th formulation of a constitutiv modl including volumtric hardning rquirs th dfinition of: a normal comprssion stat surfac, which rlats th valus of void ratio,, isotropic avrag sklton strss, p0, and bonding variabl, î, during th irrvrsibl bhaviour of th soil an incrmntal xprssion that rlats th lastic part of th chang of void ratio,, to th changs of th isotropic avrag sklton strss, p0, and bonding variabl, î. Th normal comprssion stat surfac is dfind hr as th product of two factors. Th first factor is th quation of th saturatd normal comprssion lin rlating th variation of th void ratio, s, to th chang of th isotropic avrag sklton strss, p0, and th scond factor is th quation that links th variation of th ratio = s to th chang of th bonding variabl, î. For th matrials studid hr, th analytical form of th normal comprssion stat surfac is thrfor xprssd as ( p0, î) ¼ s (î) s ( p0) (5) whr ( p0, î) is th normal comprssion stat surfac, (= s )(î) is givn by quation (4), and s ( p0) is th saturatd normal comprssion lin (a straight lin in th smilogarithmic plan ln p0) having th form s ( p0) ¼ N º ln p0 (6) N and º in quation (6) ar th intrcpt (at p0 ¼ kpa) and th slop of th saturatd normal comprssion lin rspctivly. Not that, for saturatd conditions, th isotropic avrag sklton strss, p0, coincids with th isotropic ffctiv strss, p, and thrfor th paramtrs N and º ar qual to thos that idntify th saturatd normal comprssion lin in th smi-logarithmic plan ln p. Fig. shows thr xampls of normal comprssion lins that li on th normal comprssion stat surfac and corrspond to constant valus of th bonding variabl, î. Equations (5) and (6)

9 30 GALLIPOLI, GENS, SHARMA AND VAUNAT p 0 (0) Normal comprssion lins Elastic strss path p Initial yild locus Expandd yild locus 2 p 0 ( 2 ) 2 indpndnt of th variation of th bonding variabl î). This is quivalnt to assuming that th lastic dformation of th soil sklton is not affctd by th bonding action that th watr mnisci xrt at th intr-particl contacts. It will b shown in th nxt sction that this assumption fits wll th lastic bhaviour of th laboratory tsts considrd in this work. Th normal comprssion stat surfac dfind by quation (5) acts as a limiting surfac in (, p0, î) spac, whr it sparats th rgion of attainabl soil stats from th rgion of non-attainabl soil stats. Th soil rspons is lastic whil th soil follows a path insid th spac of attainabl soil stats. Whn th soil path rachs th normal comprssion stat surfac, this surfac imposs a constraint on furthr changs of, p0 and î, and th soil stat can thrfor ithr mov back insid th spac of th attainabl soil stats or follow a path lying on th normal comprssion stat surfac. Whn th lattr possibility occurs, irrvrsibl (lasto-plastic) changs of void ratio dvlop. Thus th normal comprssion stat surfac and th lastic law introducd abov (quations (5) and (7) rspctivly) implicitly dfin a yild locus that incorporats a volumtric hardning rul. To obtain th analytical form of such a yild locus considr th lastic strss path in Fig. starting from th soil stat dnotd by, at an isotropic avrag sklton strss p o 0(0) on th saturatd normal comprssion lin, and moving to th soil stat dnotd by 2, at an isotropic avrag sklton strss p o 0(î 2 ) on th unsaturatd normal comprssion lin corrsponding to î ¼ î 2. Th chang of void ratio during th path from stat to stat 2 is computd according to th lastic quation (7): ¼ kln p o(î 0 ) (8) p o 0(0) 0 p 0 (0) indicat that th normal comprssion lins at constant î ar straight lins in th smi-logarithmic plan ln p0 and that thir xtrapolations at high valus of p0 intrsct ach othr at th sam point, coinciding with a valu of th void ratio s on th saturatd normal comprssion lin qual to zro. Th lastic chang of void ratio,, is assumd to b givn by ¼ kln p f 0 (7) p9 i p p 0 ( 2 ) Fig.. Drivation of th yild locus in th isotropic plan: chang of void ratio; strss path whr k is th lastic swlling indx and p i 0 to p f 0 ar th initial and final valu of th isotropic avrag soil sklton strss rspctivly. Equation (7) implis that th lastic chang of void ratio dpnds xclusivly on th chang of th isotropic avrag sklton strss, p0 (that is, it is As th soil stats and 2 also blong to th normal comprssion stat surfac thy must li on th sam yild locus, and an altrnativ xprssion for th variation of void ratio during th path from stat to stat 2 can thrfor b obtaind by using th normal consolidation stat surfac of quation (5): ¼ [ p0(0), 0] [ p0(î ), î ] ¼ N º ln p o 0(0) s (î )[N º ln p 0 o (î )] (9) By quating quation (8) and quation (9) and thn rarranging, th following quation of th yild locus in th isotropic plan î ln p0 is obtaind: ln p o 0(î ) ¼ º k (î) ( þ N) s ln p o 0(0) þ (î)º k (î)º k s s (0) Figur shows th yild locus of quation (0) in th isotropic plan î ln p0 togthr with th two yild points corrsponding to th soil stats and 2, which ar idntifid by th coordinats ( p 0 o (0), 0) and ( p 0 o (î 2 ), î 2 ) rspctivly. Figur also shows an xpandd yild locus, indicatd by th brokn lin, which rfrs to a soil sampl that has xprincd additional plastic volumtric strains and whos yild locus has thrfor undrgon volumtric hardning. Th currnt siz of th yild locus is idntifid by th valu of its intrcpt p 0 o (0) with th horizontal axis, which is th yild valu of th isotropic avrag sklton strss during isotropic comprssion of a saturatd sampl. Th saturatd yild strss p 0 o (0) can thrfor b assumd as th

10 hardning paramtr of th prsnt lasto-plastic modl. Th irrvrsibl chang of void ratio, p, associatd with th xpansion of th yild locus from an initial position idntifid by p o 0(0) ¼ p o 0(0) i to a final position idntifid by p o 0(0) ¼ p o 0(0) f coincids thn with th irrvrsibl chang of void ratio calculatd by th saturatd normal comprssion lin for a variation of th isotropic avrag sklton strss from p o 0(0) i to p o 0(0) f : p ¼ (º k)ln p 0 o(0) f p 0 o (0) i () and quation () thus rprsnts th volumtric hardning rul of th proposd lasto-plastic modl. Th complt modl includs a formulation to comput th dgr of saturation that must incorporat th ffct of hydraulic hystrsis and strss-inducd changs of soil fabric. Th rlationships proposd by Vaunat t al. (2000) and Gallipoli t al. (2003) can b usd for this purpos, but a dtaild dscription of this componnt of th modl is outsid th scop of th papr. For th modl computations prsntd in th nxt sction, th xprimntally obsrvd dgrs of saturation hav bn usd. In this way th diffrncs btwn prdictions and obsrvations must b attributd xclusivly to th mchanical lasto-plastic modl. MODEL PREDICTIONS Th good prformanc of th proposd lasto-plastic modl is dmonstratd hr by comparing th rsults from a slction of xprimnts prformd by Sharma (998) on a compactd mixtur of bntonit and kaolin with th corrsponding modl prdictions. In particular, th comparison will show th potntial of th proposd modl for corrctly prdicting: Th initial yild locus of th soil corrsponding to th aftr-compaction stat Th irrvrsibl chang of void ratio occurring during wtting (collaps) (c) Th irrvrsibl chang of void ratio during drying (d) th dpndnc of th soil rspons during isotropic virgin loading at constant suction on th prvious history of suction variation. Points (c) and (d) rfr to typical faturs of unsaturatd soil bhaviour that ar not takn into account by xisting lastoplastic constitutiv framworks formulatd in trms of a singl yild surfac. Th slction procss of th modl paramtr valus usd for th prdictions (s Tabl ) has bn dscribd arlir, xcpt for th valu of th lastic swlling indx, k, which was slctd on th basis of lastic isotropic loading unloading cycls at constant suction. Figurs 2 4 show th comparison btwn xprimntal and prdictd bhaviour for thr isotropic loading tsts at constant suction (00 kpa, 200 kpa and 300 kpa rspctivly) that involv lasto-plastic yilding. Inspction of Figs 2 4 rvals that th proposd modl corrctly calculats th Tabl. Paramtr valus for th proposd lasto-plastic modl Paramtr Valu º, slop of NCL at s ¼ N, on NCL at s ¼ 0 for p0 ¼ kpa 759 k, swlling indx for changs of p a, paramtr of modl quation (4) b, paramtr of modl quation (4) 49 ELASTO-PLASTIC MODEL FOR UNSATURATED SOIL Exprimntal Prdiction p: kpa Initial yild locus Expandd yild locus Fig. 2. Modl prdiction for isotropic virgin loading at constant suction of 00 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path rspctiv yild points by assuming for all thr tst simulations th sam initial yild locus associatd with a valu of th hardning paramtr, p o 0(0) ¼ 7 kpa. Such a modl prdiction is corroboratd by th soil rspons obsrvd by Sharma (998) during th qualisation stag prior to loading, whn th suction of th thr sampls was dcrasd from th valu aftr compaction to 00 kpa, 200 kpa and 300 kpa rspctivly. During this stag all thr sampls xprincd xclusivly lastic swlling, which indicats that th initial yild curv aftr compaction had not undrgon furthr xpansion associatd with plastic volumtric comprssion (collaps). It is thn xpctd that all thr sampls would yild on th sam locus during isotropic loading, and th proposd modl indd corrctly prdicts this. Thrfor, for th tst simulations prsntd in th rmaindr of this sction, th valu of th hardning paramtr corrsponding to th soil aftr compaction was assumd to b qual to 7 kpa.

11 32 GALLIPOLI, GENS, SHARMA AND VAUNAT. 3 First loading. 3 Unloading rloading Exprimntal Prdiction Scond loading p: kpa Initial yild locus Expandd yild locus First loading Unloading rloading Exprimntal Prdiction p: kpa Initial yild locus Expandd yild locus Scond loading Fig. 3. Modl prdiction for isotropic virgin loading at constant suction of 200 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path Fig. 4. Modl prdiction for isotropic virgin loading at constant suction of 300 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path Figur 3 also shows th comparison btwn modl prdictions and xprimntal rsults for an lastic loading unloading cycl, which confirms th adquacy of th lastic law givn by quation (7). Th vry good match btwn xprimntal and prdictd valus of void ratio at th bginning of th loading in Figs 2 4 provids a furthr proof of th validity of quation (7) bcaus th prdictd initial valus of void ratio ar computd by mans of an lastic path starting from th saturatd yild strss stat ( p o 0(0) ¼ 7 kpa) according to th following xprssion: p i 0 i ¼ o k ln (2) 7 kpa whr o is th void ratio prdictd by th saturatd normal comprssion lin for p0 ¼ 7 kpa and p i 0 is th isotropic avrag sklton strss of th unsaturatd sampl at th bginning of loading. Figur 5 shows th comparison btwn xprimntal and prdictd bhaviour for a wtting drying cycl prformd at a constant isotropic nt strss of 50 kpa. Inspction of th strss path followd by th soil during th tst in Fig. 5 rvals that th modl prdicts irrvrsibl changs of void ratio during both th wtting and th drying branch of th tst. Yilding of th soil occurs initially during wtting, and th consqunt dvlopmnt of lasto-plastic strains producs th first xpansion of th yild locus from its initial position to th position indicatd by (corrsponding to th nd of wtting). Aftr th rvrsal of suction th modl continus to prdict lasto-plastic dformations during th whol drying, and this corrsponds to a furthr xpansion of th yild locus from position to th final position. This tst simulation clarly dmonstrats th potntial of th prsnt framwork to intrprt th lastoplastic volumtric strains that occur during both th wtting and th drying phass as a singl mchanical phnomnon that can b modlld by mploying only on yild locus. Part of th discrpancy btwn xprimntal rsults and modl prdiction in Fig. 5 is du to th incomplt

12 ELASTO-PLASTIC MODEL FOR UNSATURATED SOIL Wtting First wtting Drying First drying Scond wtting. Exprimntal Prdiction Exprimntal Prdiction Scond drying s: kpa Initial yild locus Expandd yild locus Wtting s: kpa Initial yild locus Expandd yild locus First wtting 0. 2 Drying Scond wtting 0. 2 First drying 0. Scond drying Fig. 5. Modl prdiction for a wtting drying cycl of a sampl subjctd to a constant isotropic nt strss of 50 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path qualisation of suction within th sampl during th tst. Th occurrnc of incomplt qualisation is provn by th xprimntal obsrvation, rportd by Sharma (998), that a significant amount of watr flowd into th sampl during th stabilisation priod at th nd of th wtting stag, whn th sampl was kpt at constant suction of 00 kpa for a priod of tim ncssary to qualis suction bfor subsqunt drying (th vrtical chang of void ratio at constant suction of 00 kpa shown in Fig. 5 corrsponds to this stabilisation priod). Howvr, dspit such xprimntal limitations, inspction of Fig. 5 still indicats a satisfactory agrmnt btwn prdictd and computd rsults. Now th mor complx strss paths involving wtting drying cycls ar considrd. Fig. 6 shows th comparison btwn th xprimntal and prdictd bhaviour during wtting drying cycls prformd at a constant isotropic nt strss of 0 kpa. Inspction of Fig. 6 indicats that lasto-plastic strains occur xclusivly during th drying phass whras lastic swlling taks plac during th Fig. 6. Modl prdiction for wtting drying cycls of a sampl subjctd to a constant isotropic nt strss of 0 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path wtting phass. Th irrvrsibl strains gnratd by th first drying produc an xpansion of th yild locus from th initial position to position whras th scond drying originats a furthr xpansion from position to position. Not that, as xplaind abov, th discontinuity in th slop of th wtting paths shown in Fig. 6 is du to th stabilisation phas following incomplt suction qualisation during prvious wtting. Th modl prdictions in Figs 5 and 6 rprsnt a significant improvmnt ovr xisting lasto-plastic modls basd on a singl yild locus, which would incorrctly prdict lastic comprssion during all th drying phass of th abov tsts. Finally, Fig. 7 shows th comparison btwn xprimntal and prdictd bhaviour for two constant suction isotropic tsts that show diffrnt mchanical rsponss dpnding on whthr or not th sampl has undrgon a wtting drying cycl prior to loading. Inspction of Fig. 7 rvals that th modl is capabl of capturing th diffrnt stiffnsss shown by th soil during virgin loading in th two

13 34 GALLIPOLI, GENS, SHARMA AND VAUNAT Exprimntal Prdiction Loading aftr wtting drying Loading without wtting drying p: kpa Initial yild locus Expandd yild locus Wtting cass. This is a significant advanc with rspct to xisting modls that would instad prdict th sam slop of th normal comprssion lins for both cass rgardlss of th prvious history of suction variation. A furthr improvmnt with rspct to xisting modls is that th prsnt framwork corrctly prdicts diffrnt valus of void ratio at th bginning of loading in th two cass of Fig. 5. This is du to th irrvrsibl chang of void ratio that occurs during drying of th sampl subjctd to th wtting drying cycl (s Fig. 5), which is also rflctd in th diffrnt dgr of xpansion of th yild locus achivd at th nd of tst in th two cass (position and position rspctivly). Loading without wtting drying Drying Loading aftr wtting drying Fig. 7. Modl prdiction for isotropic virgin loading at constant suction of 300 kpa (xprimntal data by Sharma, 998): chang of void ratio; strss path CONCLUSIONS Th papr proposs an innovativ constitutiv framwork for unsaturatd soil that is abl to xplain th various mchanical faturs of this matrial by rsorting to a physical dscription of th diffrnt ffcts of suction on soil straining. In th assumd mchanism, th rlativ slippag of soil particls is govrnd by two countracting actions xrtd on th assmblag of soil particls: th prturbing action of th avrag strss stat acting on th soil sklton th stabilising action of th normal forc xrtd at th intr-particl contacts by watr mnisci. Th variabls controlling ach on of ths actions (that is, th avrag sklton strss variabl, ó 0, and th bonding variabl, î, rspctivly) ar dfind on th basis of th currnt valus of th nt strss stat, suction and dgr of saturation. Th introduction of dgr of saturation in th dfinition of th soil constitutiv variabls is ssntial to rprsnt proprly th contribution of soil suction to th two ffcts dscribd abov. Basd on a physical argumnt, th prsnt proposal assums that, during th lasto-plastic loading of a soil lmnt, th proportion = s btwn th void ratio,, undr unsaturatd conditions and th void ratio, s, undr saturatd conditions at th sam avrag sklton strss stat is a uniqu function of th bonding variabl, î. This fundamntal assumption is succssfully validatd in this work by th analysis of svral publishd sts of xprimntal data for diffrnt matrials. Th analysis of on st of data (for which both isotropic and sharing tsts ar availabl) also suggsts that th rlationship btwn = s and î is uniqu for a givn soil, and that it is indpndnt of th applid strss ratio. On th basis of this assumption a full lasto-plastic strss strain modl for isotropic strss stats is formulatd, and its good prformanc is dmonstratd by th comparison btwn prdictd and laboratory tsts rsults from a comprhnsiv xprimntal programm including a wid varity of diffrnt strss paths. This comparison confirms th potntial of th proposd modl for corrctly prdicting th most important faturs of th mchanical bhaviour of unsaturatd soils by rtaining at th sam tim th simplicity of a modl formulatd in trms of a singl yild curv. In particular it is abl to prdict corrctly th following two typical rsponss of unsaturatd soils that ar not modlld by xisting lasto-plastic constitutiv framworks basd on a singl yild surfac: th irrvrsibl chang of void ratio during drying th dpndnc of th rspons during virgin comprssion at constant suction on th prvious history of suction variation. An additional significant advantag is that a rducd numbr of laboratory tsts ar ncssary for calibrating th proposd modl. In particular, th rlationship btwn = s and î is th only additional information rquird for th unsaturatd soil bhaviour (apart from th paramtr valus for th saturatd modl). To dfin th rlationship btwn = s and î, it is possibl to choos among altrnativ tsting options that involv irrvrsibl straining of th soil such as virgin loading at constant suction, undraind virgin loading and wtting drying at constant applid strss. ACKNOWLEDGEMENTS Th authors wish to acknowldg th support of th Europan Commission via a Mari Curi Fllowship awardd to Dr Domnico Gallipoli and of th Ministrio d Cincia y Tcnología through rsarch grant BTE Dr Radhy Sharma carrid out th xprimntal work

EXPERIMENTAL DRYING OF TOBACCO LEAVES

EXPERIMENTAL DRYING OF TOBACCO LEAVES 6 TH INTERNATIONAL MULTIDISCIPLINARY CONFERENCE EXPERIMENTAL DRYING OF TOBACCO LEAVES Bndk Krks and Tamás Antal Collg of Nyírgyháza, Faculty of Enginring and Agricultur, H-441 Nyírgyháza, Hungary, E-mail:

More information

PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER

PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER Not: this papr was not abl to b rviwd in accordanc with DEST rquirmnts. PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER Chang-Yu Chn 1

More information

Going Below the Surface Level of a System This lesson plan is an overview of possible uses of the

Going Below the Surface Level of a System This lesson plan is an overview of possible uses of the Titl Acknowldgmnts Ovrviw Lngth Curriculum Contxt Lsson Objctiv(s) Assssmnt Systms Thinking Concpt(s) Instructional Considrations Matrials Going Blow th Surfac Lvl of a Systm This lsson plan is an ovrviw

More information

TWO REFERENCE japollo LUNAR PARKING - ORBITS / T. P. TIMER. (NASA CR OR rmx OR AD NUMBER) OCTOBER 1965 GODDARD SPACE FLIGHT CENTER

TWO REFERENCE japollo LUNAR PARKING - ORBITS / T. P. TIMER. (NASA CR OR rmx OR AD NUMBER) OCTOBER 1965 GODDARD SPACE FLIGHT CENTER x-543-55-399 * 1 TWO REFERENCE japollo LUNAR PARKING - ORBITS / I - -. -! BY T. P. TIMER,< CFSTI PRICE(S) $ c 4 (PAGES1 (NASA CR OR rmx OR AD NUMBER) 277 I (CATEGORY) ff 653 July 65 OCTOBER 1965,r ; I

More information

National Assessment in Sweden. A multi-dimensional (ad)venture

National Assessment in Sweden. A multi-dimensional (ad)venture Challngs in Educational Masurmnt Contnt, Mthods and Consquncs Gothnburg, 12 Oct. 2016 National Assssmnt in Swdn A multi-dimnsional (ad)vntur Gudrun Erickson Univrsity of Gothnburg Dpt. of Education and

More information

Implementation of a planar coil of wires as a sinusgalvanometer. Analysis of the coil magnetic field

Implementation of a planar coil of wires as a sinusgalvanometer. Analysis of the coil magnetic field mplmntation of a planar coil of wirs as a sinusgalvanomtr Analysis of th coil magntic fild Dimitar G Stoyanov Sofia Tchnical Univrsity, Slivn Enginring and Pdagogical Faculty, 59 Burgasko Shoss Blvd, 88

More information

DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14.

DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14. SPORT NORTHERN IRELAND DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14. 1. PURPOSE OF PAPER 1.1 Th purpos of this papr is: to updat mmbrs on progrss that is bing mad in achiving Stratgy targt PE14

More information

Evaluation of Accuracy of U.S. DOT Rail-Highway Grade Crossing Accident Prediction Models

Evaluation of Accuracy of U.S. DOT Rail-Highway Grade Crossing Accident Prediction Models 166 TRANSPORTATION RESEARCH RECORD 1495 Evaluation of Accuracy of U.S. DOT Rail-Highway Grad Crossing Accidnt Prdiction Modls M.I. MUTABAZI AND W.D. BERG Svral vrsions of th U.S. Dpartmnt of Transportation

More information

FEM Analysis of Welded Spherical Joints Stiffness Fan WANG a, Qin-Kai CHEN b, Qun WANG b, Ke-Wei ZHU b, Xing WANG a

FEM Analysis of Welded Spherical Joints Stiffness Fan WANG a, Qin-Kai CHEN b, Qun WANG b, Ke-Wei ZHU b, Xing WANG a Intrnational Confrnc on Mchanics and Civil Enginring (ICMCE 014) FEM Analysis of Wldd phrical Joints tiffnss Fan WANG a, Qin-Kai CHEN b, Qun WANG b, K-Wi ZHU b, Xing WANG a chool of Architctur and Civil

More information

Reliability Demonstration Test Plan

Reliability Demonstration Test Plan Rliability Dmonstration Tst Plan STATGRAPHICS Cnturion Rv. 6/7/04 Summary... Exampl... Analysis Window... Output... 4 Calculations... 5 Distributions... 5 Summary This procdur crats tst plans to dmonstrat

More information

EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW

EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW I. Introduction. Thr ar two objctivs in this laboratory xrcis. Th first objctiv, (A), is th study of th bhavior of a body

More information

REGRESSION ASSOCIATION VS. PREDICTION

REGRESSION ASSOCIATION VS. PREDICTION BIOSTATISTICS WORKSHOP: REGRESSION ASSOCIATION VS. PREDICTION Sub-Saharan Africa CFAR mting July 18, 2016 Durban, South Africa Rgrssion what is it good for? Explor Associations Btwn outcoms and xposurs

More information

Damage Model with Crack Localization Application to Historical Buildings

Damage Model with Crack Localization Application to Historical Buildings Structural Analysis of Historical Constructions, Nw Dlhi 2006 P.B. Lournço, P. Roca, C. Modna, S. Agrawal (Eds.) Damag Modl with Crack Localization Application to Historical Buildings Robrto Clmnt, Pr

More information

AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME

AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME Michal D. Fltwood, Danill L. Paig, Chris S. Fick, and Knnth R. Laughry, Sr. Dpartmnt of Psychology Ric Univrsity Houston, TX flt@ric.du

More information

Blind Estimation of Block Interleaver Parameters using Statistical Characteristics

Blind Estimation of Block Interleaver Parameters using Statistical Characteristics Advancd Scinc and Tchnology Lttrs Vol.139 (FGC 2016), pp.51-56 http://dx.doi.org/10.14257/astl.2016.139.10 Blind Estimation of Block Intrlavr Paramtrs using Statistical Charactristics Jinwoo Jong 1, Youngkyun

More information

Field Observations of the Build-Up and Dissipation of Residual Pore Water Pressures in Seabed Sands Under the Passage of Storm Waves

Field Observations of the Build-Up and Dissipation of Residual Pore Water Pressures in Seabed Sands Under the Passage of Storm Waves Journal of Coastal Rsarch SI 39 4-414 ICS 4 (Procdings) Brazil ISSN 749-8 Fild Obsrvations of th Build-Up and Dissipation of Rsidual Por Watr Prssurs in Sabd Sands Undr th Passag of Storm Wavs S. Sassa,

More information

A LOW COST COMPUTATION FOR APPROXIMATE PREDICITON OF GAS CORE CROSS SECTIONS IN GAS ASSISTED INJECTION MOLDING.

A LOW COST COMPUTATION FOR APPROXIMATE PREDICITON OF GAS CORE CROSS SECTIONS IN GAS ASSISTED INJECTION MOLDING. A LOW COST COMPUTATION FOR APPROXIMATE PREDICITON OF GAS CORE CROSS SECTIONS IN GAS ASSISTED INJECTION MOLDING. A. Polynkin, J. F. T. Pittman, and J. Sinz Cntr for Polymr Procssing Simulation and Dsign,

More information

A NEW TESTING METHOD FOR CREEP BEHAVIOR OF SELF-COMPACTING CONCRETE AT EARLY AGE

A NEW TESTING METHOD FOR CREEP BEHAVIOR OF SELF-COMPACTING CONCRETE AT EARLY AGE A NEW TESTING METHOD FOR CREEP BEHAVIOR OF SELF-COMPACTING CONCRETE AT EARLY AGE Krittiya Kawman A dissrtation submittd to Kochi Univrsity of Tchnology in partial fulfillmnt of th rquirmnts for Th Dgr

More information

A Practical System for Measuring Film Thickness. Means of Laser Interference with Laminar-Like Laser

A Practical System for Measuring Film Thickness. Means of Laser Interference with Laminar-Like Laser A Practical Systm for Masuring Film Thicknss by Mans of Lasr Intrfrnc with Laminar-Lik Lasr Fng ZHU, Kazuhiko ISHIKAWA, Toru IBE, Katsuhiko ASADA,' and Masahiro UEDA4 Dpartmnt of Information Scinc, Faculty

More information

Effective Subgrade Coefficients for Seismic Performance Assessment of Pile Foundations

Effective Subgrade Coefficients for Seismic Performance Assessment of Pile Foundations Effctiv Subgrad Cofficints for Sismic Prformanc Assssmnt of Pil Foundations W.L. Tan, S.T. Song & W.S. Hung National Chung-Hsing Unuvrsity, Taiwan,.O.C. SUMMAY: ( Th soil subgrad cofficints availabl in

More information

Reliability of fovea palatinea in determining the posterior palatal seal

Reliability of fovea palatinea in determining the posterior palatal seal J Bagh Collg Dntistry Vol.21(1, 9 Rliability of fova Rliability of fova palatina in dtrmining th postrior palatal sal Yasmn T. AL Alousi, B.D.S, M.Sc. (1 ABSTRACT Background: Th prsnt study was carrid

More information

SOLUTIONS FOR THEORETICAL COMPETITION

SOLUTIONS FOR THEORETICAL COMPETITION VI Intrnational Zhautykov Olympiad Thortical Comptition/Solutions Pag /5 SOLUTIONS FOR THEORETICAL COMPETITION Thortical Qustion A Potntial nrgy of th rigid rod U=mgl/sinα transforms to th kintic nrgy

More information

PHA Exam 1. Spring 2013

PHA Exam 1. Spring 2013 PHA 5128 Exam 1 Spring 2013 1 Antibiotics (5 points) 2 Body Wight/Pdiatrics (5 points) 3 Rnal Disas (10 points) 4 Aminoglycosids (5 points) 5 Amikacin (10 points) 6 Gntamicin (10 points) 7 Aminoglycosids

More information

AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhise, **Dr. S. D.

AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhise, **Dr. S. D. AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhis, **Dr. S. D. Nanandkar * Corrsponding author, Assistant profssor, Fornsic mdicin dpt., Grant

More information

Using the Aggregate Demand-Aggregate Supply Model to Identify Structural. Demand-Side and Supply-Side Shocks: Results Using a Bivariate VAR

Using the Aggregate Demand-Aggregate Supply Model to Identify Structural. Demand-Side and Supply-Side Shocks: Results Using a Bivariate VAR Octobr 4, 3 Using th Aggrgat Dmand-Aggrgat Supply Modl to Idntify Structural Dmand-Sid and Supply-Sid Shocks: Rsults Using a Bivariat VAR Jams Pry Covr Univrsity of Alabama Waltr Endrs Univrsity of Alabama

More information

Optimize Neural Network Controller Design Using Genetic Algorithm

Optimize Neural Network Controller Design Using Genetic Algorithm Procdings of th 7th World Congrss on Intllignt Control and Automation Jun 25-27, 28, Chongqing, China Optimiz Nural Ntwork Controllr Dsign Using Gntic Algorithm Aril Kopl, Xiao-Hua Yu Dpartmnt of Elctrical

More information

Machine Learning Approach to Identifying the Dataset Threshold for the Performance Estimators in Supervised Learning

Machine Learning Approach to Identifying the Dataset Threshold for the Performance Estimators in Supervised Learning Machin Larning Approach to Idntifying th Datast Thrshold for th Prformanc Estimators in Suprvisd Larning Zanifa Omary, Frdrick Mtnzi Dublin Institut of Tchnology, Irland zanifa.omary@studnt.dit.i, frdrick.mtnzi@dit.i

More information

13 th World Conference on Earthquake Engineering Vancouver, B.C., Canada August 1-6, 2004 Paper No. 3482

13 th World Conference on Earthquake Engineering Vancouver, B.C., Canada August 1-6, 2004 Paper No. 3482 13 th World Confrnc on Earthquak Enginring Vancouvr, B.C., Canada August 1-6, 24 Papr No. 3482 A TUDY ON THE EIMIC ORCE REITING MECHANIM O A MULTI-TORY HEAR WALL YTEM CONIDERING THE INTERACTION BETWEEN

More information

THEORY OF ACOUSTIC EMISSION FOR MICRO-CRACKS APPEARED UNDER THE SURFACE LAYER MACHINING BY COMPRESSED ABRASIVE

THEORY OF ACOUSTIC EMISSION FOR MICRO-CRACKS APPEARED UNDER THE SURFACE LAYER MACHINING BY COMPRESSED ABRASIVE THEORY OF ACOUSTIC EMISSION FOR MICRO-CRACKS APPEARED UNDER THE SURFACE LAYER MACHINING BY COMPRESSED ABRASIVE A.K. Aringazin, 1, V.D. Krvchik,, V.A. Skryabin, M.B. Smnov,, G.V. Tarabrin 1 Eurasian National

More information

Improving the Surgical Ward Round.

Improving the Surgical Ward Round. Postr Sssion HRT1317 Innovation Awards Novmbr 2013 Brisban Improving th Surgical Ward Round. Prsntr(s):J. Lin, G. Thompson, M. Pitchr, S.Chan KEY PROBLEM -Ward Round Issus 1. Tim constraints 2. Staff changs

More information

Emerging Subsea Networks

Emerging Subsea Networks MODELLING OF NONLINEAR FIBER EFFECTS IN SYSTEMS USING CODIRECTIONAL RAMAN AMPLIFICATION Nlson Costa (Coriant Portugal), Lutz Rapp (Coriant R&D GmbH) Email: nlson.costa@coriant.com Coriant Portugal, R.

More information

IOP Conference Series: Materials Science and Engineering. Related content PAPER OPEN ACCESS

IOP Conference Series: Materials Science and Engineering. Related content PAPER OPEN ACCESS IOP Confrnc Sris: Matrials Scinc and Enginring PAPER OPEN ACCESS Comparison of Sismic Rsponss for Rinforcd Concrt Buildings with Mass and Stiffnss Irrgularitis Using Pushovr and Nonlinar Tim History Analysis

More information

Published in Public Opinion Quarterly, 39, 1975, Monetary Incentives in Mail Surveys

Published in Public Opinion Quarterly, 39, 1975, Monetary Incentives in Mail Surveys Publishd in Public Opinion Quartrly, 39, 1975, 111-116. Montary Incntivs in Mail Survys J. Scott Armstrong Th Wharton School, Univrsity of Pnnsylvania Abstract Eightn mpirical studis from fourtn diffrnt

More information

e/m apparatus (two similar, but non-identical ones, from different manufacturers; we call them A and B ) meter stick black cloth

e/m apparatus (two similar, but non-identical ones, from different manufacturers; we call them A and B ) meter stick black cloth Stony Brook Physics Laboratory Manuals Lab 6 - / of th lctron Th purpos of this laboratory is th asurnt of th charg ovr ass ratio / for th lctron and to study qualitativly th otion of chargd particls in

More information

Form. Tick the boxes below to indicate your change(s) of circumstance and complete the relevant sections of this form

Form. Tick the boxes below to indicate your change(s) of circumstance and complete the relevant sections of this form tification of chang of circumstancs for EU studnts on full-tim courss - Acadmic Yar 2013/14 Form EUCO1 This form is also availabl at www.gov.uk/studntfinanc First nam(s) Surnam/family nam Important information

More information

Consolidation Modeling of Oil Sands Fine Tailings: History Matching

Consolidation Modeling of Oil Sands Fine Tailings: History Matching GoEdmonton /GéoEdmonoton Consolidation Modling of Oil Sands Fin Tailings: History Matching S. Jravipoolvarn, R. J. Chalaturnyk and J. D. Scott Dpartmnt of Civil and Environmntal Enginring Univrsity of

More information

MUDRA PHYSICAL SCIENCES

MUDRA PHYSICAL SCIENCES Physical Scincs For ET & SET Exams. Of UGC-CSIR MUDRA PHYSICAL SCIECES VOLUME-05 PART B & C MODEL QUESTIO BAK FOR THE TOPICS: 7. Exprimntal Tchniqus and Data Analysis UIT-I UIT-II 5 UIT-III 9 8. Atomic

More information

Time Variation of Expected Returns on REITs: Implications for Market. Integration and the Financial Crisis

Time Variation of Expected Returns on REITs: Implications for Market. Integration and the Financial Crisis Tim Variation of Expctd Rturns on REITs: Implications for Markt Intgration and th Financial Crisis Author Yuming Li Abstract This articl uss a conditional covarianc-basd thr-factor pricing modl and a REIT

More information

Reliability of a silo structure with initial geometric imperfections loaded with pressure below atmospheric and wind

Reliability of a silo structure with initial geometric imperfections loaded with pressure below atmospheric and wind Rliability of a silo structur with initial gomtric imprfctions loadd with prssur blow atmosphric and wind Magdalna Gołota, Karol Winklmann, Jarosław Górski and Tomasz Mikulski Dpartmnt of Structural Mchanics

More information

Combined use of calcipotriol solution (SOp.g/ ml) and Polytar liquid in scalp psoriasis.

Combined use of calcipotriol solution (SOp.g/ ml) and Polytar liquid in scalp psoriasis. MCS9506INT 27 April1999 Pag 11 of 189 Summary This documnt has bn dov.;nloadd from \v\vw.lo-pharma.com subjct to th trms of us stat on th wbsit. It contains data and rsults rgarding approvd and non-approvd

More information

APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS

APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS Intrnational Journal of Innovativ Managmnt, Information & Production ISME Intrnationalc200 ISSN 285-5439 Volum, Numbr, Dcmbr 200 PP. 90-96 APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS

More information

Fall 2005 Economics and Econonic Methods Prelim. (Shevchenko, Chair; Biddle, Choi, Iglesias, Martin) Econometrics: Part 4

Fall 2005 Economics and Econonic Methods Prelim. (Shevchenko, Chair; Biddle, Choi, Iglesias, Martin) Econometrics: Part 4 Fall 2005 Economics and Econonic Mthods Prlim (Shvchnko, Chair; Biddl, Choi, Iglsias, Martin) Economtrics: Part 4 Dirctions: Answr all qustions. Point totals for ach qustion ar givn in parnthsis; thr ar

More information

Experimental study on the effective width of flat slab structures under dynamic seismic loading

Experimental study on the effective width of flat slab structures under dynamic seismic loading Exprimntal study on th ffctiv width of flat slab structurs undr dynamic sismic loading Amado Bnavnt-Climnt, Digo Zamora-Sánchz, José Francisco Gil-Villavrd ABSTRACT This papr invstigats th ffctiv width

More information

Difference in Characteristics of Self-Directed Learning Readiness in Students Participating in Learning Communities

Difference in Characteristics of Self-Directed Learning Readiness in Students Participating in Learning Communities Advancd Scinc and Tchnology Lttrs, pp.135-14 http://dx.doi.org/1.14257/astl.215.92.28 Diffrnc in Charactristics of Slf-Dirctd Larning Radinss in Studnts Participating in Larning Communitis Hur, Young Ju

More information

A CRACK-TRACKING TECHNIQUE FOR LOCALIZED DAMAGE IN QUASI-BRITTLE MATERIALS

A CRACK-TRACKING TECHNIQUE FOR LOCALIZED DAMAGE IN QUASI-BRITTLE MATERIALS A CRACK-TRACKING TECHNIQUE FOR LOCALIZED DAMAGE IN QUASI-BRITTLE MATERIALS Migul Crvra a, Luca Pla b *, Robrto Clmnt a, Pr Roca a a Intrnational Cntr for Numrical Mthods in Enginring (CIMNE), Tchnical

More information

A Numerical Analysis of the Effect of Sampling of Alternatives in Discrete Choice Models

A Numerical Analysis of the Effect of Sampling of Alternatives in Discrete Choice Models A Numrical Analysis of th Effct of Sampling of Altrnativs in Discrt Choic Modls Sriharsha Nrlla and Chandra R. Bhat Th Univrsity of Txas at Austin, Dpartmnt of Civil Enginring 1 Univrsity Station C1761,

More information

A Comment on Variance Decomposition and Nesting Effects in Two- and Three-Level Designs

A Comment on Variance Decomposition and Nesting Effects in Two- and Three-Level Designs DISCUSSION PAPER SERIES IZA DP No. 3178 A Commnt on Varianc Dcomposition and Nsting Effcts in Two- and Thr-Lvl Dsigns Spyros Konstantopoulos Novmbr 007 Forschungsinstitut zur Zukunft dr Arbit Institut

More information

Observations versus Analyses: Lateral Earth Pressures on an Embedded Foundation during Earthquakes and Forced Vibration Tests

Observations versus Analyses: Lateral Earth Pressures on an Embedded Foundation during Earthquakes and Forced Vibration Tests Procdings Third UJNR Workshop on Soil-Structur Intraction, March 9-3, 4, Mnlo Park, California, USA. Obsrvations vrsus Analyss: Latral Earth Prssurs on an Embddd Foundation during Earthquaks and Forcd

More information

An Empirical Analysis of Software Productivity

An Empirical Analysis of Software Productivity An Empirical Analysis of Softwar Productivity Martin Shpprd, Carolyn Mair, Pkka Forslius Abstract Th aim of our rsarch is to discovr what factors impact softwar projct productivity (masurd as function

More information

Car Taxes and CO 2 emissions in EU. Summary. Introduction. Author: Jørgen Jordal-Jørgensen, COWI

Car Taxes and CO 2 emissions in EU. Summary. Introduction. Author: Jørgen Jordal-Jørgensen, COWI Car Taxs and CO 2 missions in EU Author: Jørgn Jordal-Jørgnsn, COWI Summary Th ful fficincy of passngr cars is oftn mphasisd as on of th most significant aras of action in trms of limiting th transport

More information

Efficient MBS-FEM integration for structural dynamics

Efficient MBS-FEM integration for structural dynamics Th 2012 World Congrss on Advancs in Civil, Environmntal, and Matrials Rsarch (ACEM 12) Soul, Kora, August 26-30, 2012 Efficint MBS-FEM intgration for structural dynamics *Dragan Z. Marinkovic 1) and Manfrd

More information

Huge Scale Tests of All-Steel Multi-curve Buckling Restrained Braces

Huge Scale Tests of All-Steel Multi-curve Buckling Restrained Braces Hug Scal Tsts of All-Stl Multi-curv Buckling Rstraind Bracs C. S. Tsai Dpartmnt of Civil Enginring, Fng Chia Univrsity, Taichung, Taiwan H. C. Su Dpartmnt of Watr Rsourcs Enginring and Consrvation, Fng

More information

Artificial Neural Network to the Control of the Parameters of the Heat Treatment Process of Casting

Artificial Neural Network to the Control of the Parameters of the Heat Treatment Process of Casting A R C H I V E S o f F O U N D R Y E N G I N E E R I N G Publishd quartrly as th organ of th Foundry Commission of th Polish Acadmy of Scincs ISSN (1897-3310) Volum 15 Issu 1/2015 119 124 22/1 Artificial

More information

Predicting effective magnetostriction and moduli of magnetostrictive composites by using the double-inclusion method

Predicting effective magnetostriction and moduli of magnetostrictive composites by using the double-inclusion method Mchanics of Matrials 35 (003) 63 63 www.lsvir.com/locat/mchmat Prdicting ffctiv magntostriction and moduli of magntostrictiv composits by using th doubl-inclusion mthod Xu Fng a, Daining Fang a, *, Ai-kah

More information

YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE

YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE W ar intrstd in your viws about your high blood prssur. Ths ar statmnts othr popl hav mad about thir high blood prssur. Plas show how much you or dis with ach

More information

Short Summary on Materials Testing and Analysis

Short Summary on Materials Testing and Analysis Short Summary on Matrials Tsting and Analysis Parts that wr analyzd Stl parts Worm with garing Bowl Spindl Hat tratabl stl C45 Hat tratabl stl C45 Polymr parts Sal Rings Rctangular Rings O-Rings Polyamid

More information

A multiple mediator model: Power analysis based on Monte Carlo simulation

A multiple mediator model: Power analysis based on Monte Carlo simulation Amrican Journal of Applid Psychology 2014; 3(3): 72-79 Publishd onlin Jun 20, 2014 (http://wwwscincpublishinggroupcom/j/ajap) doi: 1011648/jajap2014030315 A multipl mdiator modl: Powr analysis basd on

More information

Design and simulation of the microstrip antenna for 2.4 GHz HM remote control system Deng Qun 1,a,Zhang Weiqiang 2,b,Jiang Jintao 3,c

Design and simulation of the microstrip antenna for 2.4 GHz HM remote control system Deng Qun 1,a,Zhang Weiqiang 2,b,Jiang Jintao 3,c Dsign and simulation of th microstrip antnna for 2.4 GHz HM rmot control systm Dng Qun 1,a,Zhang Wiqiang 2,b,Jiang Jintao 3,c 1,2,3 Institut of Information Enginring &Tchnical, Ningbo Univrsity,Ningbo,

More information

Publication 4 E. Ikonen, P. Manninen, and P. Kärhä, Modeling distance dependence of LED illuminance, Light & Engineering Vol. 15, No.

Publication 4 E. Ikonen, P. Manninen, and P. Kärhä, Modeling distance dependence of LED illuminance, Light & Engineering Vol. 15, No. P4 Publication 4. Ikonn, P. Manninn, and P. Kärhä, Modling distanc dpndnc of LD illuminanc, Light & nginring Vol. 15, No. 4, 57 61 (007). 007 Znack Publishing Hous Rprintd with prmission. Light & nginring

More information

A Novel 3D Finite Element Simulation Model for the Prediction of the Residual Stress State after Shot Peening

A Novel 3D Finite Element Simulation Model for the Prediction of the Residual Stress State after Shot Peening A Novl 3D Finit Elmnt Simulation Modl for th Prdiction of th Rsidual Strss Stat aftr Shot Pning M. Zimmrmann, V. Schulz, H. U. Baron, D. Löh nstitut for Matrials Scinc and Enginring, Univrsity of Karlsruh

More information

CARAT An Operational Approach to Risk Assessment Definitions, Processes, and Studies

CARAT An Operational Approach to Risk Assessment Definitions, Processes, and Studies CARAT An Oprational Approach to Risk Assssmnt Dfinitions, Procsss, and Studis K.G. Phillips NOVA Chmicals Corporation, PO Box 5006, Rd Dr, Albrta, T4N 6A1. Introduction Risk Assssmnt

More information

Numerical modelling of large scale steel fibre reinforcedreinforced concrete beams failing in shear

Numerical modelling of large scale steel fibre reinforcedreinforced concrete beams failing in shear Numrical modlling of larg scal stl fibr rinforcdrinforcd concrt bams failing in shar Ali Amin, Stphn J. Fostr Univrsity of Nw South Wals, Sydny, Australia. Abstract Exprimntal and numrical studis on Stl

More information

How to Combine Expert (or Novice) Advice when Actions Impact the Environment?

How to Combine Expert (or Novice) Advice when Actions Impact the Environment? How to Combin Exprt (or Novic) Advic whn Actions Impact th Environmnt? Danila Pucci d Farias Dpartmnt of Mchanical Enginring Massachustts Institut of Tchnology Cambridg, MA 02139 pucci@mit.du Nimrod Mgiddo

More information

Company registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 January 2018

Company registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 January 2018 Company rgistration numbr: 999955 UNAUDITED FINANCIAL STATEMENTS for th yar ndd 31 January 2018 Unauditd Financial Statmnts CONTENTS PAGE Dirctors and Othr Information 1 Dirctor s Rport 2 Accountant s

More information

Evaluation Of Logistic Regression In Classification Of Drug Data In Kwara State

Evaluation Of Logistic Regression In Classification Of Drug Data In Kwara State Intrnational Journal Of Computational Enginring Rsarch (icronlin.com) Vol. 3 Issu. 3 Evaluation Of Logistic Rgrssion In Classification Of Drug Data In Kwara Stat, O.S. Balogun, 2 T.J. Aingbad, A.A. Ainrfon

More information

THE CROSS-FLOW DRAG ON A MANOEUVRING SHIP. J. P. HOOFf. MARIN, Wageningen, The Netherlands

THE CROSS-FLOW DRAG ON A MANOEUVRING SHIP. J. P. HOOFf. MARIN, Wageningen, The Netherlands f!j Prgamon Ocan Engng, Vol. 21, No. 3, pp. 329-342, 1994 Elsvir Scinc Ltd Printd in Grat Britain 0029-8018194$7.00 +.00 THE CROSS-FLOW DRAG ON A MANOEUVRNG SHP J. P. HOOFf MARN, Wagningn, Th Nthrlands

More information

Manufacture of conical springs with elastic medium technology improvement

Manufacture of conical springs with elastic medium technology improvement Journal of Physics: Confrnc Sris PAPER OPE ACCESS Manufactur of conical springs with lastic mdium tchnology improvmnt To cit this articl: S A Kurguov t al 18 J. Phys.: Conf. Sr. 944 169 Viw th articl onlin

More information

AN INVESTIGATION INTO THE EXTENT OF NON-COMPLIANCE WITH THE NATIONAL MINIMUM WAGE 1

AN INVESTIGATION INTO THE EXTENT OF NON-COMPLIANCE WITH THE NATIONAL MINIMUM WAGE 1 AN INVESTIGATION INTO THE EXTENT OF NON-COMPLIANCE WITH THE NATIONAL 1 Stphanus l Roux a, Paolo Lucchino b and David Wilkinson b a) Dpartmnt for Work and Pnsions 2 b) National Institut of Economic and

More information

MODELING AND CHARACTERIZATION OF HONEYCOMB FRP SANDWICH BEAMS IN TORSION. Abstract

MODELING AND CHARACTERIZATION OF HONEYCOMB FRP SANDWICH BEAMS IN TORSION. Abstract MODELING AND CHARACTERIZATION OF HONEYCOMB FRP SANDWICH BEAMS IN TORSION Justin Robinson, WVU, Morgantown, WV Julio F. Davalos, WVU, Morgantown, WV Pizhong Qiao, U of Akron, Akron, OH Abstract Fibr rinforcd

More information

PD/P1-6. Abstract. In order to understand the physics of the ELM trigger and determining the ELM size, fast ELM

PD/P1-6. Abstract. In order to understand the physics of the ELM trigger and determining the ELM size, fast ELM PD/P-6 Fast Dynamics of Typ I and Grassy ELMs in JT-6U A. Kojima, N. Oyama, Y. Sakamoto, Y. Kamada, H. Urano, K. Kamiya, T. Fujita, H. Kubo and th JT-6 Tam Japan Atomic Enrgy Agncy, Naka, Ibaraki -9, Japan

More information

Research into the effect of the treatment of the carpal tunnel syndrome with the Phystrac traction device

Research into the effect of the treatment of the carpal tunnel syndrome with the Phystrac traction device Rsarch into th ffct of th tratmnt of th carpal tunnl syndrom with th Phystrac traction dvic Rsarch carrid out in commission of: Fysiothrapi Cntrum Zuidwold By: Irn Kloostrman MA Octobr 2006 Forword This

More information

The Strengths and Limitations of the Statistical Modeling of Complex Social Phenomenon: Focusing on SEM, Path Analysis, or Multiple Regression Models

The Strengths and Limitations of the Statistical Modeling of Complex Social Phenomenon: Focusing on SEM, Path Analysis, or Multiple Regression Models Th Strngths and Limitations of th Statistical Modling of Complx Social Phnomnon: Focusing on SEM, Path Analysis, or Multipl Rgrssion Modls Jihy Jon Abstract This papr analyzs th concptual framwork of thr

More information

PHA Case Study III (Answers)

PHA Case Study III (Answers) PHA 5128 as Study III (Answrs) 1. TL is a 25 yar old mal who was admittd for a soft tissu infction in his abdomn. H is 5'10", 175 Ibs, WB 19, and BUN/Sr 12/1.1. Wound culturs ar positiv for Klbsilla pnumonia.

More information

Cattle Finishing Net Returns in 2017 A Bit Different from a Year Ago Michael Langemeier, Associate Director, Center for Commercial Agriculture

Cattle Finishing Net Returns in 2017 A Bit Different from a Year Ago Michael Langemeier, Associate Director, Center for Commercial Agriculture May 2017 Cattl Finishing Nt Rturns in 2017 A Bit Diffrnt from a Yar Ago Michal Langmir, Associat Dirctor, Cntr for Commrcial Agricultur With th xcption of May 2016, monthly fd cattl nt rturns wr ngativ

More information

Teaching the Linked Use of Various Softwares for the Simulation of Magnetic Devices

Teaching the Linked Use of Various Softwares for the Simulation of Magnetic Devices Intrnational Confrnc on Advancd Computr Scinc and Elctronics Information (ICACSEI 2013) Taching th Linkd Us of Various Softwars for th Simulation of Magntic Dvics Rosa Ana Salas, Jorg Plit Dpartamnto d

More information

How Asset Maintenance Strategy Selection Affects Defect Elimination, Failure Prevention and Equipment Reliability

How Asset Maintenance Strategy Selection Affects Defect Elimination, Failure Prevention and Equipment Reliability Availability P +61 (0) 402 731 563 F +61 (8) 9457 8642 E info@liftim-rliability.com How Asst aintnanc Stratgy Slction Affcts Dfct Elimination, Failur Prvntion and Equipmnt Rliability ABSTRACT: Th 20 th

More information

New Methods for Modeling Reliability Using Degradation Data

New Methods for Modeling Reliability Using Degradation Data Papr 263-26 Nw Mthods for Modling Rliability Using Dgradation Data José G. Ramírz, W.L. Gor & Associats, Inc., Elkton, MD Gordon Johnston, SAS Institut, Inc., Cary, NC ABSTRACT Enginrs and rsarchrs us

More information

Rearview Video System as Countermeasure for Trucks Backing Crashes

Rearview Video System as Countermeasure for Trucks Backing Crashes Rarviw Vido ystm as Countrmasur for Trucks Backing Crashs Evaluating th ystm s Effctivnss by Controlld Tst Chanyoung L, Achillas Kourtllis, Pi-ung Lin, and Ptr su In gnral, th opration of larg trucks involvs

More information

Thermal Stress Prediction within the Contact Surface during Creep Feed Deep Surface Grinding

Thermal Stress Prediction within the Contact Surface during Creep Feed Deep Surface Grinding 5 th Intrnational & 26 th All India Manufacturing Tchnology, Dsign and Rsarch Confrnc (AIMTDR 204) Dcmbr 2 th 4 th, 204, IIT Guwahati, Assam, India Thrmal Strss Prdiction within th Contact Surfac during

More information

Design of a Low Noise Amplifier in 0.18µm SiGe BiCMOS Technology

Design of a Low Noise Amplifier in 0.18µm SiGe BiCMOS Technology Dsign of a Low Nois Amplifir in 0.8µm SiG BiCMOS Tchnology Astract Wi Wang, Fng Hu, Xiaoyuan Bao, Li Chn, Mngjia Huang Chongqing Univrsity of Posts and Tlcommunications, Chongqing 400065, China A 60GHz

More information

Available online at ScienceDirect. Procedia Materials Science 6 (2014 )

Available online at   ScienceDirect. Procedia Materials Science 6 (2014 ) Availabl onlin at www.scincdirct.com ScincDirct Procdia Matrials Scinc 6 ( ) 6 67 rd Intrnational Confrnc on Matrials Procssing and Charactrisation (ICMPC ) Modal analysis of Functionally Gradd matrial

More information

EFFECT OF CAMSHAFT ECCENTRICITY AND FOLLOWER BACKLASH ON THE DYNAMIC BEHAVIOUR FLEXIBLE CAM MECHANISM

EFFECT OF CAMSHAFT ECCENTRICITY AND FOLLOWER BACKLASH ON THE DYNAMIC BEHAVIOUR FLEXIBLE CAM MECHANISM DIAGNOSYKA 2(54)/2010 3 EFFEC OF CAMSHAF ECCENRICIY AND FOLLOWER BACKLASH ON HE DYNAMIC BEHAVIOUR FLEXIBLE CAM MECHANISM M. OUNSI, F. CHAARI, MS. ABBES. FAKHFAKH, AND M. HADDAR Mchanical Systms Dynamic

More information

CHAPTER 2 REVIEW OF LITERATURE

CHAPTER 2 REVIEW OF LITERATURE CHAPTER REVIEW OF LITERATURE.1 GENERAL Nowadays th application of composit matrials in nginring, particularly in structural applications, is incrasing in scop. As a rsult, nw aspcts of matrials, such as

More information

Company registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 December 2017

Company registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 December 2017 Company rgistration numbr: 999955 UNAUDITED FINANCIAL STATEMENTS for th yar ndd 31 Dcmbr 2017 Profit and Loss Account Not Turnovr 422,560 383,200 Othr incom 1,000-423,560 383,200 Cost of raw matrials and

More information

Measuring Cache and TLB Performance and Their Effect on Benchmark Run Times

Measuring Cache and TLB Performance and Their Effect on Benchmark Run Times Masuring Cach and TLB Prformanc and Thir Effct on Bnchmark Run Tims Rafal H. Saavdra Alan Jay Smith ABSTRACT In prvious rsarch, w hav dvlopd and prsntd a modl for masuring machins and analyzing programs,

More information

Localization Performance of Real and Virtual Sound Sources

Localization Performance of Real and Virtual Sound Sources M.Sc.E.E. Jan Abildgaard Pdrsn AM3D A/S Riihimäkivj 6 DK-9200 Aalborg Dnmark M.Sc.E.E. Torbn Jørgnsn Trma A/S Hovmarkn 4 DK-8520 Lystrup Dnmark E-mail: jap@am3d.com / toj@trma.dk ABSTRACT This papr dscribs

More information

Components Required: Small bread-board to build the circuit on( or just use clip leads directly) 2ea 220pF capacitors 1 ea 1nF 10uH inductor

Components Required: Small bread-board to build the circuit on( or just use clip leads directly) 2ea 220pF capacitors 1 ea 1nF 10uH inductor EELE445 Lab 3: Whit nois, ½H(f)½, and a x3 Frquncy Multiplir Purpos Th purpos of th lab is to bcom acquaintd with PSD, whit nois and filtrs in th tim domain and th frquncy domain. Whit nois and swpt sin

More information

Labyrinth Seal Design Optimization Based on Quadratic Regression Orthogonal Experiment

Labyrinth Seal Design Optimization Based on Quadratic Regression Orthogonal Experiment Enrgy and Powr Enginring, 2017, 9, 204-215 http://www.scirp.org/ournal/p ISSN Onlin: 1947-3818 ISSN Print: 1949-243X Labyrinth Sal Dsign Optimization Basd on Quadratic Rgrssion Orthogonal Exprimnt Lihua

More information

EVALUATION OF DIAGNOSTIC PERFORMANCE USING PARTIAL AREA UNDER THE ROC CURVE. Hua Ma. B.S. Sichuan Normal University, Chengdu, China, 2007

EVALUATION OF DIAGNOSTIC PERFORMANCE USING PARTIAL AREA UNDER THE ROC CURVE. Hua Ma. B.S. Sichuan Normal University, Chengdu, China, 2007 EVALUATION OF DIAGNOSTIC PERFORMANCE USING PARTIAL AREA UNDER THE ROC CURVE by Hua Ma B.S. Sichuan Normal Univrsity, Chngdu, China, 2007 M.S. Xiamn Univrsity, Xiamn, China, 2010 Submittd to th Graduat

More information

Magnetorheological effect in the magnetic field oriented along the vorticity

Magnetorheological effect in the magnetic field oriented along the vorticity Magntorhological ffct in th magntic fild orintd along th vorticity Pavl Kuzhir, Cécilia Magnt, Laura Rodriguz Arco, Modsto Lopz-Lopz, Hlmi Fzai, Alain Munir, Andry Zubarv, Gorgs Bossis To cit this vrsion:

More information

Comparison of lower-hybrid (LH) frequency spectra between at the high-field side (HFS) and low-field side (LFS) in Alcator C-Mod

Comparison of lower-hybrid (LH) frequency spectra between at the high-field side (HFS) and low-field side (LFS) in Alcator C-Mod Comparison of lowr-hybrid (LH) frquncy spctra btwn at th high-fild sid (HFS) and low-fild sid (LFS) in Alcator C-Mod S. G. Bak, R. R. Parkr, S. Shiraiwa, G. M. Wallac, P. T. Bonoli, D. Brunnr, I. Faust,

More information

THE BOUNDED ROTATIONAL AND TRANSLATION MOTION OF A BODY (A MATERIAL POINT AS PHYSICAL POINT) ON A CIRCLE

THE BOUNDED ROTATIONAL AND TRANSLATION MOTION OF A BODY (A MATERIAL POINT AS PHYSICAL POINT) ON A CIRCLE 1 THE BOUDED ROTATIOAL AD TRASLATIO MOTIO OF A BODY (A MATERIAL POIT AS PHYSICAL POIT) O A CIRCLE A.Yu. Zhivotov, Yu.G. Zhivotov Yuzhnoy Stat Dsign Offic This articl is ddicatd to th analysis of a forcd

More information

9. FIRE DESIGN. Reviewed

9. FIRE DESIGN. Reviewed 9. IRE DESIGN Undr fir stl structurs ar xposd to th changs of matrial proprtis at high tmpraturs and to th forcs du to longation of hatd mmbrs (undr hating) and shortning (undr cooling). In th connctions,

More information

Developments in the CBR at 1 January 2016

Developments in the CBR at 1 January 2016 Dvlopmnts in th CBR at 1 January 2016 INTRODUCTION Th statistical units of a givn population do not rmain static ovr tim. At a givn point in tim, ntitis aris, thir charactristics ar modifid, or thy may

More information

Developments in the CBR at 1 January 2014

Developments in the CBR at 1 January 2014 Dvlopmnts in th CBR at 1 January 2014 INTRODUCTION Th statistical units of a givn population do not rmain static ovr tim. At a givn point in tim, ntitis aris, thir charactristics ar modifid, or thy may

More information

SUMMARY INTRODUCTION. Plate Concrete Plate. Fig. 1: Section of column and beam

SUMMARY INTRODUCTION. Plate Concrete Plate. Fig. 1: Section of column and beam STUDY ON PERFORMNCE ND PRCTICL USE OF NEW UILDING STRUCTURL SYSTEM WITH STEEL PLTES ND CONCRETE (PLRC TECHNIUE): THE STRENGTH EVLUTION METHOD OF LONGITUDINL SLIP OF THE COLUMN 669 Tomoki FURUT 1, Tomohiko

More information

A e C l /C d. S j X e. Z i

A e C l /C d. S j X e. Z i DESIGN MODIFICATIONS TO ACHIEVE LOW-BOOM AND LOW-DRAG SUPERSONIC CONCEPTUAL DESIGNS Danil. B. L Advisor: Prof. Jams C. McDanil Univrsity of Virginia, Charlottsvill, VA 94 NASA Mntor: Dr. Wu Li NASA Langly

More information

Magnetic Field Exposure Assessment of Lineman Brain Model during Live Line Maintenance

Magnetic Field Exposure Assessment of Lineman Brain Model during Live Line Maintenance Procdings of th 14 th Intrnational Middl ast Powr Systms Confrnc (MPCON 10), Cairo Univrsity, gypt, Dcmbr 19-1, 010, Papr ID 109 Magntic Fild xposur Assssmnt of Linman rain Modl during Liv Lin Maintnanc

More information

Development of a noise reduction system with piezoelectric material to transmitted noise (Structure for improvement of the noise reduction effect)

Development of a noise reduction system with piezoelectric material to transmitted noise (Structure for improvement of the noise reduction effect) Dvlopmnt of a nois rduction systm with pizolctric matrial to transmittd nois (Structur for improvmnt of th nois rduction ffct) Katsuya YAMAMOTO 1 ; Akiyoshi ISHIMORI ; Hiroyuki SATO 3 ; Minyuki ASAHINA

More information

CUSTOMIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAMMING PROPOSED MODEL

CUSTOMIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAMMING PROPOSED MODEL CUSTOIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAING PROPOSED ODEL 1 UHAED YOUSOOF, OHD SAPIYAN 1 Dhofar Univrsity, Dpartmnt of IS, Salalah, OAN GUST, Dpartmnt of Computr Scinc, Kuwait, KUWAIT E-mail:

More information