GeTec Ingenieurgesellschaft für Informations- und Planungstechnologie mbh. Presented by

Size: px
Start display at page:

Download "GeTec Ingenieurgesellschaft für Informations- und Planungstechnologie mbh. www.getec-ac.de. Presented by"

Transcription

1 The Design of vibro replacement Dipl.-Ing. Heinz J. Priebe Presente by GeTec Ingenieurgesellschaft für Informations- un Planungstechnologie mbh Rhein-Main Office Fax Aachen Office D Aachen, Rotter Bruch 26a Fax Reprint from: GROUND ENGINEERING December 995 Technical paper GT E

2 The Design of Vibro Replacement Heinz J. Priebe Vibro Replacement is an accepte metho for subsoil improvement, at which large-size columns of coarse backfill material are installe in the soil by means of special epth vibrators. The performance of this composite system consisting of stone columns an soil, is not eterminable by simple investigation methos like sounings, an therefore, such methos are not suitable for esign purposes. However, theoretically, the efficiency of Vibro Replacement can be reliably evaluate. The metho elaborate on a theoretical basis an escribe in this contribution, is easy to survey an aaptable to ifferent conitions ue to the separate consieration of significant parameters. Practically, it comprises esign criteria for all frequently occurring applications. Introuction Vibro replacement is part of the eep vibratory compaction techniques whereby loose or soft soil is improve for builing purposes by means of special epth vibrators. These techniques as well as the equipment require is comprehensively escribe elsewhere []. ontrary to vibro compaction which ensifies noncohesive soil by the ai of vibrations an improves it thereby irectly, vibro replacement improves non compactible cohesive soil by the installation of loa bearing columns of well compacte, coarse graine backfill material. The question to what extent the ensity of compactible soil will be improve by vibro compaction, epens not only on the parameters of the soil being ifficult to etermine, but also on the proceure aopte an the equipment provie. However, the ifficulty of a reliable prognosis is balance by the fact that the improvement achieve can be etermine easily by sounings. With vibro replacement the conitions are more or less revers. onsierable efforts only like large-scale loa tests can prove the benefit of stone columns. However, a reliable conclusion can be rawn about the egree of improvement which results from the existence of the stone columns only without any ensification of the soil between. This is possible because the essential parameters attributable to the geometry of the layout an the backfill material can be etermine fairly goo. In such a prognosis the properties of the soil, the equipment an the proceure play an inirect role only an that is mainly in the estimation of the column iameter. Basically, the esign metho escribe herewith was evelope some twenty years ago an publishe alreay [3]. However, in the meantime it came to several aaptions, extensions an supplements which justify a new an comprehensive escription of the metho. Nevertheless, the erivation of the formulae is renounce with reference to literature. - -

3 Heinz J. Priebe It may be emphasize: The esign metho refers to the improving effect of stone columns in a soil which is otherwise unaltere in comparison to the initial state. In a first step a factor is establishe by which stone columns improve the performance of the subsoil in comparison to the state without columns. Accoring to this improvement factor the eformation moulus of the composite system is increase respectively settlements are reuce. All further esign steps refer to this basic value. In many practical cases the reinforcing effect of stone columns installe by vibro replacement is superpose with the ensifying effect of vibro compaction, i.e. the installation of stone columns ensifies the soil between. In this cases, first of all the ensification of the soil has to be evaluate an only then - on the basis of soil ata aapte corresponingly - the esign of vibro replacement follows. Notation A b c Gr D f K m n gri area founation with cohesion improvement epth epth of groun failure constraine moulus epth factor coefficient of earth pressure proportional loa on stone columns improvement factor p area loa resp. founation pressure s settlement W weight α reuction faktor in earthquake esign γ unit weight η safety against groun failure µ Poisson s ratio σ 0f ϕ bearing capacity friction angle Use subscripts, ashes an apostrophes follow from the context. Generally, subscript means column an means soil. With the exception of K 0 as coefficient for earth pressure at rest (K a for active earth pressure) subscript 0 means a basic respectively an initial value. 2 Determination of the Basic Improvement Factor The fairly complex system of vibro replacement allows a more or less accurate evaluation only for the well efine case of an unlimite loa area on an unlimite column gri. In this case a unit cell with the area A is consiere consisting of a single column with the cross section A an the attributable surrouning soil. Furthermore the following iealize conitions are assume: The column is base on a rigi layer The column material is uncompressible The bulk ensity of column an soil is neglecte Hence, the column can not fail in en bearing an any settlement of the loa area results in a bulging of the column which remains constant all over its length. 2

4 The Design of Vibro Replacement The improvement of a soil achieve at these conitions by the existence of stone columns is evaluate on the assumption that the column material shears from the beginning whilst the surrouning soil reacts elastically. Furthermore, the soil is assume to be isplace alreay uring the column installation to such an extent that its initial resistance correspons to the liqui state, i. e. the coefficient of earth pressure amounts to K =. The result of the evaluation is expresse as basic improvement factor n 0. n 0 A 2+ f( µ, A A) = + A K f( µ, A A) a (, = µ ) ( A A) f( µ A A) 2µ + A A K a = tan 2 ( 45 ϕ 2) A poisson s ratio of µ = which is aequate for the state of final settlement in most cases, leas to a simple expression. n 0 A 5 A A = + A 4 K ( A A) The relation between the improvement factor n 0, the reciprocal area ratio A/A an the friction angle of the backfill material ϕ which enters the erivation, is illustrate in the well known iagram of Figure. a 6 Improvement Factor n ϕ = = 45.0 ϕ = 42.5 ϕ = 40.0 ϕ = 37.5 ϕ = 35.0 µ = /3 µ B = / Area Ratio A/A Figure : Design chart for vibro replacement 3

5 Heinz J. Priebe 3 onsieration of the olumn ompressibility 2,0 Aition to the Area Ratio (A /A ),6,2 0,8 0,4 ϕ = 45.0 ϕ = 42.5 ϕ = 42.5 ϕ = 40.0 ϕ = 40.0 ϕ = 37.5 ϕ = 37.5 ϕ = 35.0 ϕ = 35.0 µ µb s = /3 0, onstraine Moulus Ratio D /D Figure 2: 2 onsieration of column compressibility The compacte backfill material of the columns is still compressible. Therefore, any loa causes settlements which are not connecte with bulging of the columns. Accoringly, in the case of soil replacement where the area ratio amounts to A/A =, the actual improvement factor oes not achieve an infinite value as etermine theoretically for non compressible material, but it coincies at best with the ratio of the constraine mouli of column material an soil. In this case for compacte backfill material as well as for soil a constraine moulus is meant as foun by large scale oeometer tests. Unfortunately, in many cases sounings are carrie out within the columns an wrong conclusions about the moulus are rawn from the results which are somtimes very moerate only. It is relatively easy to etermine at which area ratio of column cross section an gri size (A /A) the basic improvement factor n 0 correspons to the ratio of the constraine mouli of columns an soil D /D. For example, at µ = /3 the lower positive result of the following expression (with n 0 = D /D ) elivers the area ratio (A /A) concerne. A 4 Ka n = ( 2) + 5 ± A 2 ( 4 K ) a 4 Ka ( n 2) + 5 Ka n K a + 6 ( 0 ) 4 4 K a 2 4

6 The Design of Vibro Replacement As an approximation, the compressibility of the column material can be consiere in using a reuce improvement factor n which results from the formula evelope for the basic improvement factor n 0 when the given reciprocal area ratio A/A is increase by an aitional amount of (A/A ). n A 2+ f( µ, A A) = + A Ka f( µ, A A) A = A A A + ( A A ) ( AA ) = ( A A) In using the iagram in Figure this proceure correspons to such a shifting of the origin of the coorinates on the abscissa which enotes the area ratio A/A that the improvement factor n to be rawn from the iagram, begins with the ratio of the constraine mouli an not with just an infinite value. The aitional amount on the area ratio (A/A ) epening on the ratio of the constraine mouli D /D can be reaily taken from the iagram in Figure 2. 4 onsieration of the Overburen The neglect of the bulk ensities of columns an soil means that the initial pressure ifference between the columns an the soil which creates bulging, epens solely on the istribution of the founation loa p on columns an soil, an that it is constant all over the column length. As a matter of fact, to the external loas the weights of the columns W an of the soil W which possibly excee the external loas consierably, has to be ae. Uner consieration of these aitional loas the initial pressure ifference ecreases asymptotically an the bulging is reuce corresponingly. In other wors, with increasing overburen the columns are better supporte laterally an therefore, can provie more bearing capacity. ince the pressure ifference is a linear parameter in the erivations of the improvement factor, the ratio of the initial pressure ifference an the one epening on epth - expresse as epth factor f - elivers a value by which the improvement factor n increases to the final improvement factor n 2 = f n on account of the overburen pressure. For example, at a epth where the pressure ifference amounts to 50% only of the initial value, the epth factor comes to f = 2. The epth factor f is calculate on the assumption of a linear ecrease of the pressure ifference as it results from the pressure lines (p + γ ) K a an (p + γ ) (K = ). However, it has to be consiere that with ecreasing lateral eformations the coefficient of earth pressure from the columns changes from the active value K a to the value at rest K 0. Up to the epth where the straight line assume for the pressure ifference, meets the actual asymptotic line, the epth factor lies on the safe sie. In practical cases the treatment epth is mostly less. However, safety consierations avise not to inclue the avantageous external loa on the soil p in the erivations. 5

7 Heinz J. Priebe f = K0 W W + K 0 W p p = A A p A A + p p p p 2 + f( µ, A A) = K f( µ, A A) a W = Σ( γ ), W = Σ( γ ) K o = sinϕ The simplifie iagram in Figure 3 consiers the same bulk ensity γ for columns an soil which is not on the safe sie. Therefore for safety reasons, the lower value of the soil γ shoul be consiere in this iagram always. f = K0 Σ( γ ) + K p 0,3, ϕ = 45.0 f = / [ - y. Σ(γ. ) / p] f t = / [ - y. Σ (γ B t) / p] Influence Factor y 0,9 0,7 ϕ = 42.5 ϕ = 40.0 ϕ = 37.5 ϕ = 37.5 ϕ = 35.0 µ B = /3 0,5 0, Area Ratio A/A Figure 3: 3 Determination of the epth factor 6

8 The Design of Vibro Replacement 5 ompatibility ontrols The single steps of the esign proceure are not connecte mathematically an they contain simplifications an approximations. Therefore, at marginal cases compatibility controls have to be performe which guarantee that no more loa is assigne to the columns than they can bear at all in accorance with their compressibility. At increasing epths, the support by the soil reaches such an extent that the columns o not bulge anymore. However, even then the epth factor will not increase to infinity as results from the assumption of a linearly ecreasing pressure ifference. Therefore, the first compatibility control limits the epth factor an thereby the loa assigne to the columns so that the settlement of the columns resulting from their inherent compressibility oes not excee the settlement of the composite system. In the first place this control applies when the existing soil is consiere pretty ense or stiff. f D p D p 0,20 0,6 Influence Factor y 0,2 0,08 ϕ = 40.0 ϕ = 40.0 ϕ = 37.5 ϕ = 37.5 ϕ = 35.0 ϕ = 35.0 µ B s = /3 0,04 ϕ = 42.5 ϕ = 42.5 ϕ = 45.0 f t < y.. DE // DE B,, aber but ff t > 0, Area Ratio A/A Figure 4: 4 Limit value of the epth factor The maximum value of the epth factor can be rawn also from the iagram in Figure 4. By the way, a epth factor f < shoul not be consiere, even though it may result from the calculation. In this case the secon compatibility control is imperatively require which relates to the maximum value of the improvement factor. In a certain way this control resembles the first one. It guarantees that the settlement of the columns resulting from their inherent compressibility oes not excee the settlement of the surrouning soil resulting from its compressibility by the loas which are 7

9 Heinz J. Priebe assigne to each. In the first place this secon control applies when the existing soil is encountere pretty loose or soft. A D n max = + ( ) A D It has to be observe that the actual area ratio A /A has to be appointe in the formula an not the moifie value A / A. Because of the simple equation, an inepenent Diagram is not require. 6 hear Values of Improve Groun The shear performance of groun improve by vibro replacement is outmost favourable. Whilst uner shear stress rigi elements may break successively, stone columns eform until any overloa has been transferre to neighbouring columns. For example, a lanslie will not occur before the bearing capacity of the total group of columns installe has been activate. The stone columns receive an increase portion of the total loa m thereby which epens on the area ratio A /A un the improvement factor n. m = (n + A A) n implifying, the recommene esign proceure oes not consier the volume ecrease of the surrouning soil cause by the bulging of the columns. Therefore an particularly at a high area ratio, the soil receive a greater portion of the total loa than actually calculate. In orer not to overestimate the shear resistance of the columns when averaging on the basis of loa istribution on columns an soil, the proportional loa on the columns has to be reuce. The following approximation seems to be aequate: m = ( n ) n The iagram in Figure 5 shows in soli lines the proportional loa of the columns m an in ashe lines the not reuce one m. Accoring to the proportional loas on columns an soil, the shear resistance from friction of the composite system can be reaily average. tan ϕ= m tan ϕ + ( m ) tan ϕ ince in most practical cases possible lines of sliing cover ifferent epths which is ifficult to survey, it is recommene to consier the epth factor in clear-cut cases only, i. e. to calculate usually with a loa portion of the stone columns m relate to n an not with m 2 relate to the increase factor n 2 = f n. The cohesion of the composite system epens on the proportional area of the soil. c= ( A A) c 8

10 The Design of Vibro Replacement The installation of stone columns possibly creates amages to the soil structure which are ifficult to survey. For safety reasons, it seems to be avisable to consier the cohesion also proportional to the loas, i. e. pretty low, although this proposal is not base on soil mechanical aspects. c = ( m ) c,0 Proportional loa m 0,8 0,6 0,4 0,2 ϕ = 45.0 ϕ = 45.0 ϕ = 42.5 ϕ = 42.5 oli Lines: m = (n - ) / n ϕ = 40.0 ϕ = 40.0 Dashe Lines: m = (n - + A /A) / n ϕ = 37.5 ϕ = 37.5 µ s B = /3 ϕ = 35.0 ϕ = , Area Ratio A/A Figure 5: 5 Proportional loa on stone columns 7 ettlement of ingle an trip Footings It is not (yet) possible to etermine irectly the performance of single or strip footings on vibro replacement. The esign ensues from the performance of an unlimite column gri below an unlimite loa area. The total settlement s which results for this case at homogeneous conitions, is reaily to etermine on the basis of the foregoing escription with n 2 as an average value over the epth. s = p D n 2 Diagrams which are given in Figure 6 an Figure 7, allow to conclue from this value the settlements of single or strip footings on groups of columns. These iagrams - with the iameter of the stone columns D as one parameter - are base on numerous calculations which consiere loa istribution on one sie an a lower bearing capacity of the outer columns of the column group below the footing on the other sie. 9

11 Heinz J. Priebe 0,8 ettlement Ratio s/s 0,6 0,4 0, No. of tone olumns Depth/ Diameter Ratio /D Figure 6: 6 ettlement of single Footings 0,8 ettlement Ratio s/s 0,6 0,4 0, No. of tone olumn Rows Depth/ Diameter Ratio /D Figure 7: 7 ettlement of strip Footings The iagrams o not refer irectly to footing extensions as to be expecte. However, there exists an inirect reference in that the gri area A require to etermine the improvement factor n, has 0

12 The Design of Vibro Replacement to be erive as quotient of the footing area an the number of columns. For example, the settlement reuction which a larger footing experiences normally at the same loa, is compensate wiely by the lower improvement factor which results from an increase area ratio as follows from a larger footing area on the same number of stone columns. The approximation given for the iagrams by this assume compensation seems to be acceptable for usually consiere area ratios, i. e. up to some A/A = 0. Quite clear that the iagrams are vali for homogeneous conitions only an refer to the settlement s up to a epth which is the secon parameter counting from founation level. The settlement s of any layer at any epth below the footing has to be etermine as ifference of the settlements up to the epths l an u of the lower an upper boun of the layer concerne with n 2 as an average value over its thickness. p s = D n 2 [( ss ) ( ss ) ] l l u u ince n 2 increases with epth on one sie ue to the epth factor, but becomes less significant with epth on the other sie ue to the loa istribution of a limite footing, it is require even at homogeneous conitions to subivie greater epths. This avois settlements being too liberally estimate. 8 Bearing apacity of ingle an trip Footings A simple metho to estimate the bearing capacity of single an strip footings on vibro replacement exists by etermining at first a fictitious with b of the footing, using the friction angle ϕ of the improve soil below the footing an the friction angle ϕ of the untreate soil on the outsie, which woul evelop - calculate on the basis of the friction angle ϕ of the untreate soil only - in case of groun failure the same line of sliing outsie of the improve area as the actual footing at actual conitions. If the borer line of treatment coincie with the ege of the footing - being usually the case but not necessarily - the following formula results: [ ] b b e arc ( 45 ϕ 2) tan ϕ arc ( 45 ϕ 2) tan ϕ sin( 45 + ϕ 2) sin( 90 ϕ ) = sin( 90 ϕ ) sin( 45 + ϕ 2) Then, for this fictitious with the bearing capacity is etermine by using the friction angle of the untreate groun ϕ an an average cohesion accoring to the proportion of fictitious footing with an failure with outsie of the footing. In pure cohesive soil the failure with equals the footing with, thus leaing to an average cohesion of c = (c + c ) / 2. For founations on layere groun the shear values change with epth also. The etermination of the bearing capacity, e. g. accoring to the German tanar DIN 407, becomes rather complicate with the fictitious with since this with changes at each layer.

13 Heinz J. Priebe A practical approximation can be achieve as follows. At first, safeties η 0 an maximum epths of groun failure lines Gr,0 are calculate applying one after another the soil parameters of every iniviual layer, e. g. accoring to DIN 407. η = σ f p σ = ( c N ν + q N ν + γ b N ν ) b b 0 0 0f c c b b [ arc( 45 + ϕ 2) tan ϕ = b sin( 45 + ϕ 2) e ] Gr, 0 In a secon step, the final safety η an maximum epth Gr is average successively with the values of the iniviual layers as long as Gr(n-) excees u(n) being the upper boun of the layer concerne ( l(n) being the lower boun). η( n) = η0( n) + [ η( n ) η0( n) ] on ( ) Gr( n ) Gr( n ) = Gr, 0( n) + [ Gr( n ) Gr, 0( n) ] on ( ) Gr( n ) n 2 η( ) = η0( ) Gr() = When Gr,() 0 Gr n > ( ) l( n) then Gr( n ) = l( n) Though little bit uncomfortable, this proceure can still be performe manually in contrast to the iteration as outline in DIN 407. The results of both the proceures o not iffer much. 9 Liquefaction Potential of Improve Groun Vibro replacement is suitable particularly for groun improvement in seismic areas since stone columns possess a certain flexibility on one sie an prevent liquefaction on the other sie. The stabilizing effect results from the frictional resistance of the columns which carry a consierable amount of the external loa an of the weight of the soil, an their capability to reuce excess porewater pressure in the soil - at least in close vicinity - almost instantly. The steep reuction of porewater pressure towars the column is in so far important as it creates kin of a filter cake effect which maintains the lateral support require for the bearing capacity of the columns an which prevents a higher egree of soil infiltration into the columns although the column material oes not fulfill any establishe filter criteria. The complex conitions in a seismic event are investigate frequently for more or less homogeneous groun. Nevertheless, practical criteria to evaluate the liquefaction potential were evelope rather empirically. For vibro replacement although carrie out alreay many times against earthquake vibrations, even an empirical evaluation is ifficult since - fortunately - no amages have been observe so far. Usually, safety against liquefaction is conclue from the comparison of so-calle cyclic stress ratios, namely the one which is provie by the soil on the basis of its ensity an the one which probably evelops in a seismic event. 2

14 The Design of Vibro Replacement For a rough estimation of the efficiency of vibro replacement it is propose to reuce the cyclic stress ratio probably evelope in a seismic event, in the same ratio as the loa on the soil between the columns is reuce by vibro replacement, i. e. to use a corresponing reuction factor α. α= p p= n uch a reuction seems to be aequate with regar to the favourable performance of vibro replacement in seismic events. However, from soil mechanical aspects this is not prove an has to be verifie ultimately by the increasing number of projects carrie out worl-wie. For similar reasons as outline at the etermination of the shear values, it is recommene to use in the formula n rather than n 2. A iagram for the reuction factor α is given in Figure 8. 0,8 ϕ = 35.0 tress Ratio p /p 0,6 0,4 ϕ = 45.0 ϕ = 45.0 ϕ = 42.5 ϕ = 42.5 ϕ = 40.0 ϕ = 40.0 ϕ = ,2 µ Β = / Area Ratio A/A Figure 8: 8 Resiual pressure on the soil after vibro replacement 0 ase tuy Worke Example The esign metho has been use alreay frequently in etermining the expecte behaviour of structures on treate groun. However, in most cases the application is base on parameters inirectly erive from fiel tests or even just assume. As long as the actual performance of vibro replacement excels such forecasts, more accurate verifications are usually omitte. ome full scale fiel experiments about vibro replacement which comprise measurements beyon common practice are outline in [2]. For example, enough etails of a tank founation at anvey Islan are given so that the esign metho can be applie an the results verifie. 3

15 Heinz J. Priebe The iameter of the tank concerne is 36 m. It is foune on a pa of approximately m thickness above soil reinforce by 0 m long stone columns in a gri with triangular spacing of.52 m an an average iameter of 0.75 m measure near surface. Incluing some 0.4 m of top soil the treate strata consist up to 9 m epth of silty an clayey soil occasionally with pockets of peat followe by meium ense silty fine san in which the columns are embee. Referre to epths, the given coefficients of volume change m v an the constraine mouli D (= /m v ) as use in the esign computations are as follows: Depth [m] m v [m²/mn] D [MN/m²] Remarks pa top soil soft soil.0 very soft soil very soft soil below groun water firm soil meium ense san At full loaing of 30 kn/m² settlements were observe in the range of some 40 cm. A computation accoring to the esign metho (s. appenix) shows a final settlement of approximately 38 cm. Taking into consieration the pockets of peat or a possible reuction of column iameter with epth, the value woul be higher an in really goo agreement. The improvement factors n as compute on the basis of formulae, can be taken reaily also from the iagrams as follows with reference to the first layer below the groun water table which contributes most to the settlements: A/A = 4.53 Fig. n D /D = 00 Fig. 2 A/A 0.05 A/A = 4.58 A/A = 4.58 Fig. n 2.30 A/A = 4.58, Σ (γ ) = /2 = 6.3 kn/m², p = 30 kn/m² Fig. 3 f.38 n 2 = f n = 3.7 The iscrepancy to the compute value of n 2 = 2.94 is ue to the ifference between formulae an iagram as outline in paragraph 4. 4

16 The Design of Vibro Replacement onclusions Out of the eep vibratory compaction techniques vibro replacement covers the wiest range with regar to the application in ifferent soils. Whilst vibro compaction is restricte to compactible san an gravel, the application of vibro replacement extens principally over the total range in grain size of loose soils. Even in most of the noncohesive natural soils suitable for vibro compaction, backfilling with coarse graine material is recommene to increase the compaction efforts - an this means stone column installation. Pure vibro compaction has avance just lately at gigantic artificial eposits in ifferent coastal regions of the worl. Notwithstaning the importance of vibro replacement, the efficiency of stone columns in soil improvement must not be overestimate. As long as the existing soil is suitable to be ensifie, this shoul be the preceing aim of any eep compaction treatment incluing vibro replacement. However, the achievable ensification epens on too many parameters to be calculable. On the contrary the improving effect of stone columns - possibly supplementary to an achieve ensification - can be etermine pretty reliably. The application of vibro replacement which was introuce en of the fifties, relie for a long time upon the experience of the contractors. Not before the mile of the seventies first theoretical approaches were submitte. In its funamentals also the esign metho outline afore originates from this time. It has prove its reliability since then. ubsequent supplements imply refinements or extensions of the application range but not a raical alteration on the funamentals. In respect of the complexity of the matter the esign criteria have the avantage to be easy to use an to cover in a close package all cases practically occurring. References [] Kirsch, K.: Die Baugrunverbesserung mit Tiefenrüttlern, 40 Jahre pezialtiefbau: , Festschrift, Werner-Verlag GmbH, Düsselorf, 993. [2] Greenwoo, D. A.: Loa Tests on tone olumns, ATM Publication TP 089, Deep Founation Improvements: Design, onstruction, an Testing, 99. Publications of the author to the esign metho: [3] Abschätzung es etzungsverhaltens eines urch topfverichtung verbesserten Baugrunes, Die Bautechnik 53, H.5, 976. [4] Zur Abschätzung es etzungsverhaltens eines urch topfverichtung verbesserten Baugrunes, Die Bautechnik 65, H., 988. [5] Abschätzung es cherwierstanes eines urch topfverichtung verbesserten Baugrunes, Die Bautechnik 55, H., 978. [6] Vibro Replacement Design riteria an Quality ontrol, ATM Publication TP 089, Deep Founation Improvements: Design, onstruction, an Testing, 99. [7] The Prevention of Liquefaction by Vibro Replacement, Proc. of the Int. onf. on Earthquake Resistant onstruction an Design, 990 Balkema, Rotteram. [8] Die Bemessung von Rüttelstopfverichtungen, Die Bautechnik 72, H.3, 995 5

17 Heinz Appenix J. Priebe Keller Grunbau GmbH Kaiserleistr. 44, Offenbach, Tel. 069/80520, Fax. 069/80522 Program VIBRI, Version , opyright by KELLER Grunbau GmbH Vibro Replacement at anvey Islan, Reporte 99 by Greenwoo *********************************************************** Evaluation of the oil Improvement by Vibro Replacement acc. to Priebe, H.: Die Bautechnik 72, 3/995 below an Area Loa on a Regular Triangular olumn Gri Founation Pressure kn/m² olumn Distance.52 m Row Distance.32 m Gri Area 2.00 m² Loa Level -.00 m olumn Depth 0.00 m onsiere Depth m olumn Material Unit Weight 9.00 kn/m³, below.60 m Depth 2.00 kn/m³ onstraine Moulus MN/m² Friction Angle Degrees Press. oefficient.22 ubsoil trata No. TopL. Dia. A/A D D/D gamma my phi c [m] [m] [MN/m²] [kn/m³] [egree] [kn/m²] **** **** **** Groun Water Table.60 m Top L. = Top Level of tratum oncerne Dia. = olumn Diameter A = Gri Area Resp. Reference Area A = ross-sectional Area of olumn D = onstraine Moulus of Backfill D = onstraine Moulus ) gamma = Unit Weight ) my = Poisson s Ratio ) of oil phi = Friction Angle ) c = ohesion ) oil Improvement No. n0 (A/A) n m phi c f n2 m2 phi2 c2 [egree] [kn/m²] [egree] [kn/m²] Layer without tone olumns! ***** ***** Layer without tone olumns! The Proportional Loas on olumns are Approximate to m = - /n n0 = Basic Improvement Factor (A/A) = Aition to the Area Ratio (olumn ompressibility) n = Improvement Factor (with olumn ompressibility) ( > Recommene for Failure Analyses if n < n2) f = Depth Factor (Overburen onstraint) ( ***** > Overrien by ontrol hecking!) n2 = Improvement Factor (A. with Overburen onstraint) m,2 = Proportional Loa on olumns ) phi,2 = Friction Angle of ompoun ) Attributable to n resp. n2 c,2 = ohesion of ompoun ) ettlement Depth Infinite w/o Over- Loa Area Impr. buren [m] [cm] [cm] [kn/m²] Vibro Replacement by the Keller Group - the experience contractors which invente an evelope the basic features of the eep vibratory compaction methos. VIBRI - The only software for the esign of vibro replacement evelope by the author (Priebe) of the esign metho. - user frienly by graphically supporte input - easy to survey by alphanum. an graphic output For etails please contact Keller Grunbau GmbH Technical Department Kaiserleistr Offenbach/Main Tel: Fax: GERMANY 6

11 CHAPTER 11: FOOTINGS

11 CHAPTER 11: FOOTINGS CHAPTER ELEVEN FOOTINGS 1 11 CHAPTER 11: FOOTINGS 11.1 Introuction Footings are structural elements that transmit column or wall loas to the unerlying soil below the structure. Footings are esigne to transmit

More information

FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY

FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY Jörg Felhusen an Sivakumara K. Krishnamoorthy RWTH Aachen University, Chair an Insitute for Engineering

More information

1 Introduction to the Recommendations and their Application Principles

1 Introduction to the Recommendations and their Application Principles 1 Introuction to the Recommenations an their Application Principles 1.1 National an International Regulations for Piling Wors (1) Since the implementation ofdin EN 1997-1:2009-09: Eurocoe 7: Geotechnical

More information

Data Center Power System Reliability Beyond the 9 s: A Practical Approach

Data Center Power System Reliability Beyond the 9 s: A Practical Approach Data Center Power System Reliability Beyon the 9 s: A Practical Approach Bill Brown, P.E., Square D Critical Power Competency Center. Abstract Reliability has always been the focus of mission-critical

More information

CALCULATION INSTRUCTIONS

CALCULATION INSTRUCTIONS Energy Saving Guarantee Contract ppenix 8 CLCULTION INSTRUCTIONS Calculation Instructions for the Determination of the Energy Costs aseline, the nnual mounts of Savings an the Remuneration 1 asics ll prices

More information

Lecture L25-3D Rigid Body Kinematics

Lecture L25-3D Rigid Body Kinematics J. Peraire, S. Winall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L25-3D Rigi Boy Kinematics In this lecture, we consier the motion of a 3D rigi boy. We shall see that in the general three-imensional

More information

JON HOLTAN. if P&C Insurance Ltd., Oslo, Norway ABSTRACT

JON HOLTAN. if P&C Insurance Ltd., Oslo, Norway ABSTRACT OPTIMAL INSURANCE COVERAGE UNDER BONUS-MALUS CONTRACTS BY JON HOLTAN if P&C Insurance Lt., Oslo, Norway ABSTRACT The paper analyses the questions: Shoul or shoul not an iniviual buy insurance? An if so,

More information

State of Louisiana Office of Information Technology. Change Management Plan

State of Louisiana Office of Information Technology. Change Management Plan State of Louisiana Office of Information Technology Change Management Plan Table of Contents Change Management Overview Change Management Plan Key Consierations Organizational Transition Stages Change

More information

Firewall Design: Consistency, Completeness, and Compactness

Firewall Design: Consistency, Completeness, and Compactness C IS COS YS TE MS Firewall Design: Consistency, Completeness, an Compactness Mohame G. Goua an Xiang-Yang Alex Liu Department of Computer Sciences The University of Texas at Austin Austin, Texas 78712-1188,

More information

Modelling and Resolving Software Dependencies

Modelling and Resolving Software Dependencies June 15, 2005 Abstract Many Linux istributions an other moern operating systems feature the explicit eclaration of (often complex) epenency relationships between the pieces of software

More information

ULTIMATE LIMIT STATES DESIGN

ULTIMATE LIMIT STATES DESIGN CHAPTER 10 ULTIMATE LIMIT STATES DESIGN Article 41. Equilibrium Limit State It shoul be verifie that the equilibrium limits (overturning, sliing, etc.), are not exceee uner the least favourable loaing

More information

10.2 Systems of Linear Equations: Matrices

10.2 Systems of Linear Equations: Matrices SECTION 0.2 Systems of Linear Equations: Matrices 7 0.2 Systems of Linear Equations: Matrices OBJECTIVES Write the Augmente Matrix of a System of Linear Equations 2 Write the System from the Augmente Matrix

More information

Product Differentiation for Software-as-a-Service Providers

Product Differentiation for Software-as-a-Service Providers University of Augsburg Prof. Dr. Hans Ulrich Buhl Research Center Finance & Information Management Department of Information Systems Engineering & Financial Management Discussion Paper WI-99 Prouct Differentiation

More information

L4. Pipes Materials and Loads

L4. Pipes Materials and Loads The Islamic University of Gaza- Civil Engineering Department SanitaryEngineering- ECIV 4325 L4. Pipes Materials an Loas Base on Dr. Fahi Rabah lecture notes Pipes Materials an loas Materials use for pipes:

More information

Manure Spreader Calibration

Manure Spreader Calibration Agronomy Facts 68 Manure Spreaer Calibration Manure spreaer calibration is an essential an valuable nutrient management tool for maximizing the efficient use of available manure nutrients. Planne manure

More information

An intertemporal model of the real exchange rate, stock market, and international debt dynamics: policy simulations

An intertemporal model of the real exchange rate, stock market, and international debt dynamics: policy simulations This page may be remove to conceal the ientities of the authors An intertemporal moel of the real exchange rate, stock market, an international ebt ynamics: policy simulations Saziye Gazioglu an W. Davi

More information

Fluid Pressure and Fluid Force

Fluid Pressure and Fluid Force 0_0707.q //0 : PM Page 07 SECTION 7.7 Section 7.7 Flui Pressure an Flui Force 07 Flui Pressure an Flui Force Fin flui pressure an flui force. Flui Pressure an Flui Force Swimmers know that the eeper an

More information

View Synthesis by Image Mapping and Interpolation

View Synthesis by Image Mapping and Interpolation View Synthesis by Image Mapping an Interpolation Farris J. Halim Jesse S. Jin, School of Computer Science & Engineering, University of New South Wales Syney, NSW 05, Australia Basser epartment of Computer

More information

A Generalization of Sauer s Lemma to Classes of Large-Margin Functions

A Generalization of Sauer s Lemma to Classes of Large-Margin Functions A Generalization of Sauer s Lemma to Classes of Large-Margin Functions Joel Ratsaby University College Lonon Gower Street, Lonon WC1E 6BT, Unite Kingom J.Ratsaby@cs.ucl.ac.uk, WWW home page: http://www.cs.ucl.ac.uk/staff/j.ratsaby/

More information

Reading: Ryden chs. 3 & 4, Shu chs. 15 & 16. For the enthusiasts, Shu chs. 13 & 14.

Reading: Ryden chs. 3 & 4, Shu chs. 15 & 16. For the enthusiasts, Shu chs. 13 & 14. 7 Shocks Reaing: Ryen chs 3 & 4, Shu chs 5 & 6 For the enthusiasts, Shu chs 3 & 4 A goo article for further reaing: Shull & Draine, The physics of interstellar shock waves, in Interstellar processes; Proceeings

More information

A review of conceptual transparency in US and Colombian seismic design building codes

A review of conceptual transparency in US and Colombian seismic design building codes INGENIEÍA E INESTIGACIÓN OL. 33 No. 2, AUGUST - 2013 (24-29) A review of conceptual transparency in US an Colombian seismic esign builing coes evisión e la transparencia conceptual en los reglamentos e

More information

INTRODUCTION TO BEAMS

INTRODUCTION TO BEAMS CHAPTER Structural Steel Design LRFD etho INTRODUCTION TO BEAS Thir Eition A. J. Clark School of Engineering Department of Civil an Environmental Engineering Part II Structural Steel Design an Analsis

More information

INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES

INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES 1 st Logistics International Conference Belgrae, Serbia 28-30 November 2013 INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES Goran N. Raoičić * University of Niš, Faculty of Mechanical

More information

MSc. Econ: MATHEMATICAL STATISTICS, 1995 MAXIMUM-LIKELIHOOD ESTIMATION

MSc. Econ: MATHEMATICAL STATISTICS, 1995 MAXIMUM-LIKELIHOOD ESTIMATION MAXIMUM-LIKELIHOOD ESTIMATION The General Theory of M-L Estimation In orer to erive an M-L estimator, we are boun to make an assumption about the functional form of the istribution which generates the

More information

Optimal Energy Commitments with Storage and Intermittent Supply

Optimal Energy Commitments with Storage and Intermittent Supply Submitte to Operations Research manuscript OPRE-2009-09-406 Optimal Energy Commitments with Storage an Intermittent Supply Jae Ho Kim Department of Electrical Engineering, Princeton University, Princeton,

More information

Unsteady Flow Visualization by Animating Evenly-Spaced Streamlines

Unsteady Flow Visualization by Animating Evenly-Spaced Streamlines EUROGRAPHICS 2000 / M. Gross an F.R.A. Hopgoo Volume 19, (2000), Number 3 (Guest Eitors) Unsteay Flow Visualization by Animating Evenly-Space Bruno Jobar an Wilfri Lefer Université u Littoral Côte Opale,

More information

Mathematical Models of Therapeutical Actions Related to Tumour and Immune System Competition

Mathematical Models of Therapeutical Actions Related to Tumour and Immune System Competition Mathematical Moels of Therapeutical Actions Relate to Tumour an Immune System Competition Elena De Angelis (1 an Pierre-Emmanuel Jabin (2 (1 Dipartimento i Matematica, Politecnico i Torino Corso Duca egli

More information

Principles and Practice of Earth Electrode Measurements

Principles and Practice of Earth Electrode Measurements Principles an Practice of Earth Electroe Measurements Document Information: Author: Whitham D. eeve evision: 0.0 (initial raft 06/18/2002) 0.1 (working raft 10/05/2003) 0.2 (aitional work 10/07/2003) 0.3

More information

Cheng, N. S. (1997). "A simplified settling velocity formula for sediment particle." Journal of Hydraulic Engineering, ASCE, 123(2), 149-152.

Cheng, N. S. (1997). A simplified settling velocity formula for sediment particle. Journal of Hydraulic Engineering, ASCE, 123(2), 149-152. THIS PAPER IS CITED AS Cheng, N. S. (1997). "A simplifie settling velocity formula for seiment particle." Journal of Hyraulic Engineering, ASCE, 13(), 149-15. A SIMPLIFIED SETTLING VELOCITY FORMULA FOR

More information

ELEMENTS OF METRIC GEAR TECHNOLOGY

ELEMENTS OF METRIC GEAR TECHNOLOGY ELEMENS OF MEC GE ECHNOLOGY SECON SPU GE CLCULONS PHONE:..00 FX:.. WWW.SDP-S.COM. Stanar Spur Gear 0 0 Figure - shows the meshing of stanar spur gears. he meshing of stanar spur gears means pitch circles

More information

Web Appendices to Selling to Overcon dent Consumers

Web Appendices to Selling to Overcon dent Consumers Web Appenices to Selling to Overcon ent Consumers Michael D. Grubb MIT Sloan School of Management Cambrige, MA 02142 mgrubbmit.eu www.mit.eu/~mgrubb May 2, 2008 B Option Pricing Intuition This appenix

More information

The one-year non-life insurance risk

The one-year non-life insurance risk The one-year non-life insurance risk Ohlsson, Esbjörn & Lauzeningks, Jan Abstract With few exceptions, the literature on non-life insurance reserve risk has been evote to the ultimo risk, the risk in the

More information

Factoring Dickson polynomials over finite fields

Factoring Dickson polynomials over finite fields Factoring Dickson polynomials over finite fiels Manjul Bhargava Department of Mathematics, Princeton University. Princeton NJ 08544 manjul@math.princeton.eu Michael Zieve Department of Mathematics, University

More information

Unbalanced Power Flow Analysis in a Micro Grid

Unbalanced Power Flow Analysis in a Micro Grid International Journal of Emerging Technology an Avance Engineering Unbalance Power Flow Analysis in a Micro Gri Thai Hau Vo 1, Mingyu Liao 2, Tianhui Liu 3, Anushree 4, Jayashri Ravishankar 5, Toan Phung

More information

Chapter 9 AIRPORT SYSTEM PLANNING

Chapter 9 AIRPORT SYSTEM PLANNING Chapter 9 AIRPORT SYSTEM PLANNING. Photo creit Dorn McGrath, Jr Contents Page The Planning Process................................................... 189 Airport Master Planning..............................................

More information

The most common model to support workforce management of telephone call centers is

The most common model to support workforce management of telephone call centers is Designing a Call Center with Impatient Customers O. Garnett A. Manelbaum M. Reiman Davison Faculty of Inustrial Engineering an Management, Technion, Haifa 32000, Israel Davison Faculty of Inustrial Engineering

More information

On Adaboost and Optimal Betting Strategies

On Adaboost and Optimal Betting Strategies On Aaboost an Optimal Betting Strategies Pasquale Malacaria 1 an Fabrizio Smerali 1 1 School of Electronic Engineering an Computer Science, Queen Mary University of Lonon, Lonon, UK Abstract We explore

More information

How To Understand The Structure Of A Can (Can)

How To Understand The Structure Of A Can (Can) Thi t t ith F M k 4 0 4 BOSCH CAN Specification Version 2.0 1991, Robert Bosch GmbH, Postfach 50, D-7000 Stuttgart 1 The ocument as a whole may be copie an istribute without restrictions. However, the

More information

A Universal Sensor Control Architecture Considering Robot Dynamics

A Universal Sensor Control Architecture Considering Robot Dynamics International Conference on Multisensor Fusion an Integration for Intelligent Systems (MFI2001) Baen-Baen, Germany, August 2001 A Universal Sensor Control Architecture Consiering Robot Dynamics Frierich

More information

BOSCH. CAN Specification. Version 2.0. 1991, Robert Bosch GmbH, Postfach 30 02 40, D-70442 Stuttgart

BOSCH. CAN Specification. Version 2.0. 1991, Robert Bosch GmbH, Postfach 30 02 40, D-70442 Stuttgart CAN Specification Version 2.0 1991, Robert Bosch GmbH, Postfach 30 02 40, D-70442 Stuttgart CAN Specification 2.0 page 1 Recital The acceptance an introuction of serial communication to more an more applications

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS Contents 1. Moment generating functions 2. Sum of a ranom number of ranom variables 3. Transforms

More information

The Quick Calculus Tutorial

The Quick Calculus Tutorial The Quick Calculus Tutorial This text is a quick introuction into Calculus ieas an techniques. It is esigne to help you if you take the Calculus base course Physics 211 at the same time with Calculus I,

More information

Calculating Viscous Flow: Velocity Profiles in Rivers and Pipes

Calculating Viscous Flow: Velocity Profiles in Rivers and Pipes previous inex next Calculating Viscous Flow: Velocity Profiles in Rivers an Pipes Michael Fowler, UVa 9/8/1 Introuction In this lecture, we ll erive the velocity istribution for two examples of laminar

More information

Achieving quality audio testing for mobile phones

Achieving quality audio testing for mobile phones Test & Measurement Achieving quality auio testing for mobile phones The auio capabilities of a cellular hanset provie the funamental interface between the user an the raio transceiver. Just as RF testing

More information

Option Pricing for Inventory Management and Control

Option Pricing for Inventory Management and Control Option Pricing for Inventory Management an Control Bryant Angelos, McKay Heasley, an Jeffrey Humpherys Abstract We explore the use of option contracts as a means of managing an controlling inventories

More information

A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements

A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements International Journal of nowlege an Systems Science, 3(), -7, January-March 0 A lame-ase Approach to Generating Proposals for Hanling Inconsistency in Software Requirements eian Mu, Peking University,

More information

Introduction to Integration Part 1: Anti-Differentiation

Introduction to Integration Part 1: Anti-Differentiation Mathematics Learning Centre Introuction to Integration Part : Anti-Differentiation Mary Barnes c 999 University of Syney Contents For Reference. Table of erivatives......2 New notation.... 2 Introuction

More information

The concept of on-board diagnostic system of working machine hydraulic system

The concept of on-board diagnostic system of working machine hydraulic system Scientific Journals Maritime University of Szczecin Zeszyty Naukowe Akaemia Morska w Szczecinie 0, 3(04) z. pp. 8 90 0, 3(04) z. s. 8 90 The concept of on-boar iagnostic of working machine hyraulic Leszek

More information

A New Pricing Model for Competitive Telecommunications Services Using Congestion Discounts

A New Pricing Model for Competitive Telecommunications Services Using Congestion Discounts A New Pricing Moel for Competitive Telecommunications Services Using Congestion Discounts N. Keon an G. Ananalingam Department of Systems Engineering University of Pennsylvania Philaelphia, PA 19104-6315

More information

Rural Development Tools: What Are They and Where Do You Use Them?

Rural Development Tools: What Are They and Where Do You Use Them? Faculty Paper Series Faculty Paper 00-09 June, 2000 Rural Development Tools: What Are They an Where Do You Use Them? By Dennis U. Fisher Professor an Extension Economist -fisher@tamu.eu Juith I. Stallmann

More information

Energy-Efficient System of Feedstock Transport Operating in a System of Particulate Material Forming Press Compact Sintering Furnace

Energy-Efficient System of Feedstock Transport Operating in a System of Particulate Material Forming Press Compact Sintering Furnace Energy-Efficient System of Feestock Transport Operating in a System of Particulate Material Forming Press Compact Sintering Furnace R. Moszumański Astract Compare to casting an plastic forming of soli

More information

Given three vectors A, B, andc. We list three products with formula (A B) C = B(A C) A(B C); A (B C) =B(A C) C(A B);

Given three vectors A, B, andc. We list three products with formula (A B) C = B(A C) A(B C); A (B C) =B(A C) C(A B); 1.1.4. Prouct of three vectors. Given three vectors A, B, anc. We list three proucts with formula (A B) C = B(A C) A(B C); A (B C) =B(A C) C(A B); a 1 a 2 a 3 (A B) C = b 1 b 2 b 3 c 1 c 2 c 3 where the

More information

A Data Placement Strategy in Scientific Cloud Workflows

A Data Placement Strategy in Scientific Cloud Workflows A Data Placement Strategy in Scientific Clou Workflows Dong Yuan, Yun Yang, Xiao Liu, Jinjun Chen Faculty of Information an Communication Technologies, Swinburne University of Technology Hawthorn, Melbourne,

More information

Consumer Referrals. Maria Arbatskaya and Hideo Konishi. October 28, 2014

Consumer Referrals. Maria Arbatskaya and Hideo Konishi. October 28, 2014 Consumer Referrals Maria Arbatskaya an Hieo Konishi October 28, 2014 Abstract In many inustries, rms rewar their customers for making referrals. We analyze the optimal policy mix of price, avertising intensity,

More information

Here the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and

Here the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and Lecture 9 : Derivatives of Trigonometric Functions (Please review Trigonometry uner Algebra/Precalculus Review on the class webpage.) In this section we will look at the erivatives of the trigonometric

More information

Differentiability of Exponential Functions

Differentiability of Exponential Functions Differentiability of Exponential Functions Philip M. Anselone an John W. Lee Philip Anselone (panselone@actionnet.net) receive his Ph.D. from Oregon State in 1957. After a few years at Johns Hopkins an

More information

7. Verification of Durability

7. Verification of Durability 59 7. Verification of Durability The performance verification performe thus far has shown that the structural performance is higher than the performance requirements. That performance must not be lost

More information

Sustainability Through the Market: Making Markets Work for Everyone q

Sustainability Through the Market: Making Markets Work for Everyone q www.corporate-env-strategy.com Sustainability an the Market Sustainability Through the Market: Making Markets Work for Everyone q Peter White Sustainable evelopment is about ensuring a better quality of

More information

Lagrange s equations of motion for oscillating central-force field

Lagrange s equations of motion for oscillating central-force field Theoretical Mathematics & Applications, vol.3, no., 013, 99-115 ISSN: 179-9687 (print), 179-9709 (online) Scienpress Lt, 013 Lagrange s equations of motion for oscillating central-force fiel A.E. Eison

More information

Exponential Functions: Differentiation and Integration. The Natural Exponential Function

Exponential Functions: Differentiation and Integration. The Natural Exponential Function 46_54.q //4 :59 PM Page 5 5 CHAPTER 5 Logarithmic, Eponential, an Other Transcenental Functions Section 5.4 f () = e f() = ln The inverse function of the natural logarithmic function is the natural eponential

More information

ThroughputScheduler: Learning to Schedule on Heterogeneous Hadoop Clusters

ThroughputScheduler: Learning to Schedule on Heterogeneous Hadoop Clusters ThroughputScheuler: Learning to Scheule on Heterogeneous Haoop Clusters Shehar Gupta, Christian Fritz, Bob Price, Roger Hoover, an Johan e Kleer Palo Alto Research Center, Palo Alto, CA, USA {sgupta, cfritz,

More information

Answers to the Practice Problems for Test 2

Answers to the Practice Problems for Test 2 Answers to the Practice Problems for Test 2 Davi Murphy. Fin f (x) if it is known that x [f(2x)] = x2. By the chain rule, x [f(2x)] = f (2x) 2, so 2f (2x) = x 2. Hence f (2x) = x 2 /2, but the lefthan

More information

Measures of distance between samples: Euclidean

Measures of distance between samples: Euclidean 4- Chapter 4 Measures of istance between samples: Eucliean We will be talking a lot about istances in this book. The concept of istance between two samples or between two variables is funamental in multivariate

More information

Minimum-Energy Broadcast in All-Wireless Networks: NP-Completeness and Distribution Issues

Minimum-Energy Broadcast in All-Wireless Networks: NP-Completeness and Distribution Issues Minimum-Energy Broacast in All-Wireless Networks: NP-Completeness an Distribution Issues Mario Čagal LCA-EPFL CH-05 Lausanne Switzerlan mario.cagal@epfl.ch Jean-Pierre Hubaux LCA-EPFL CH-05 Lausanne Switzerlan

More information

Parameterized Algorithms for d-hitting Set: the Weighted Case Henning Fernau. Univ. Trier, FB 4 Abteilung Informatik 54286 Trier, Germany

Parameterized Algorithms for d-hitting Set: the Weighted Case Henning Fernau. Univ. Trier, FB 4 Abteilung Informatik 54286 Trier, Germany Parameterize Algorithms for -Hitting Set: the Weighte Case Henning Fernau Trierer Forschungsberichte; Trier: Technical Reports Informatik / Mathematik No. 08-6, July 2008 Univ. Trier, FB 4 Abteilung Informatik

More information

Heat-And-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar

Heat-And-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar Aalborg Universitet Heat-An-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar Publishe in: International Journal of Heat an Mass Transfer

More information

Digital barrier option contract with exponential random time

Digital barrier option contract with exponential random time IMA Journal of Applie Mathematics Avance Access publishe June 9, IMA Journal of Applie Mathematics ) Page of 9 oi:.93/imamat/hxs3 Digital barrier option contract with exponential ranom time Doobae Jun

More information

Optimal Control Policy of a Production and Inventory System for multi-product in Segmented Market

Optimal Control Policy of a Production and Inventory System for multi-product in Segmented Market RATIO MATHEMATICA 25 (2013), 29 46 ISSN:1592-7415 Optimal Control Policy of a Prouction an Inventory System for multi-prouct in Segmente Market Kuleep Chauhary, Yogener Singh, P. C. Jha Department of Operational

More information

Cross-Over Analysis Using T-Tests

Cross-Over Analysis Using T-Tests Chapter 35 Cross-Over Analysis Using -ests Introuction his proceure analyzes ata from a two-treatment, two-perio (x) cross-over esign. he response is assume to be a continuous ranom variable that follows

More information

A NATIONAL MEASUREMENT GOOD PRACTICE GUIDE. No.107. Guide to the calibration and testing of torque transducers

A NATIONAL MEASUREMENT GOOD PRACTICE GUIDE. No.107. Guide to the calibration and testing of torque transducers A NATIONAL MEASUREMENT GOOD PRACTICE GUIDE No.107 Guie to the calibration an testing of torque transucers Goo Practice Guie 107 Measurement Goo Practice Guie No.107 Guie to the calibration an testing of

More information

An introduction to the Red Cross Red Crescent s Learning platform and how to adopt it

An introduction to the Red Cross Red Crescent s Learning platform and how to adopt it An introuction to the Re Cross Re Crescent s Learning platform an how to aopt it www.ifrc.org Saving lives, changing mins. The International Feeration of Re Cross an Re Crescent Societies (IFRC) is the

More information

Ground improvement using the vibro-stone column technique

Ground improvement using the vibro-stone column technique Ground improvement using the vibro-stone column technique A. Kosho 1 A.L.T.E.A & Geostudio 2000, Durres, Albania ABSTRACT The vibro stone columns technique is one of the most used techniques for ground

More information

Detecting Possibly Fraudulent or Error-Prone Survey Data Using Benford s Law

Detecting Possibly Fraudulent or Error-Prone Survey Data Using Benford s Law Detecting Possibly Frauulent or Error-Prone Survey Data Using Benfor s Law Davi Swanson, Moon Jung Cho, John Eltinge U.S. Bureau of Labor Statistics 2 Massachusetts Ave., NE, Room 3650, Washington, DC

More information

MAINTAINING ELECTRIC MOTORS USED FOR IRRIGATION

MAINTAINING ELECTRIC MOTORS USED FOR IRRIGATION MAINTAINING ELECTRIC MOTORS USED FOR IRRIGATION F. Richar Bear, Agricultural Equipment, Structures an Electricity Robert W. Hill, Biological & Irrigation Engineering August 2000 ENGR/BIE/WM/06 Electricity

More information

Sensitivity Analysis of Non-linear Performance with Probability Distortion

Sensitivity Analysis of Non-linear Performance with Probability Distortion Preprints of the 19th Worl Congress The International Feeration of Automatic Control Cape Town, South Africa. August 24-29, 214 Sensitivity Analysis of Non-linear Performance with Probability Distortion

More information

Safety Stock or Excess Capacity: Trade-offs under Supply Risk

Safety Stock or Excess Capacity: Trade-offs under Supply Risk Safety Stock or Excess Capacity: Trae-offs uner Supply Risk Aahaar Chaturvei Victor Martínez-e-Albéniz IESE Business School, University of Navarra Av. Pearson, 08034 Barcelona, Spain achaturvei@iese.eu

More information

Transmission and Distribution Networks: AC versus DC

Transmission and Distribution Networks: AC versus DC Transmission an Distribution Networks: AC versus DC D.M. Larruskain 1, I. Zamora 1, A.J. Mazón 1, O. Abarrategui 1, J. Monasterio 2 1 Department of Electrical Engineering University of the Basque Country

More information

Tripping Current and Short Circuit Current of High Voltage Tester

Tripping Current and Short Circuit Current of High Voltage Tester Tripping Current an Short Circuit Current of igh oltage Teter Xu hezhun Wang Keqin Abtract: Tripping current an hort circuit current are iportant technical pecification of high voltage teter, an frequently

More information

A Comparison of Performance Measures for Online Algorithms

A Comparison of Performance Measures for Online Algorithms A Comparison of Performance Measures for Online Algorithms Joan Boyar 1, Sany Irani 2, an Kim S. Larsen 1 1 Department of Mathematics an Computer Science, University of Southern Denmark, Campusvej 55,

More information

N O T I C E O F E X A M I N A T I O N

N O T I C E O F E X A M I N A T I O N THE CITY OF NEW YORK DEPARTMENT OF CITYWIDE ADMINISTRATIVE SERVICES APPLICATIONS CENTER 18 WASHINGTON STREET NEW YORK, NY 10004 N O T I C E O F E X A M I N A T I O N ACTIVITY THERAPIST (HHC) Exam. No.

More information

Supporting Adaptive Workflows in Advanced Application Environments

Supporting Adaptive Workflows in Advanced Application Environments Supporting aptive Workflows in vance pplication Environments Manfre Reichert, lemens Hensinger, Peter Daam Department Databases an Information Systems University of Ulm, D-89069 Ulm, Germany Email: {reichert,

More information

Enterprise Resource Planning

Enterprise Resource Planning Enterprise Resource Planning MPC 6 th Eition Chapter 1a McGraw-Hill/Irwin Copyright 2011 by The McGraw-Hill Companies, Inc. All rights reserve. Enterprise Resource Planning A comprehensive software approach

More information

Isothermal quantum dynamics: Investigations for the harmonic oscillator

Isothermal quantum dynamics: Investigations for the harmonic oscillator Isothermal quantum ynamics: Investigations for the harmonic oscillator Dem Fachbereich Physik er Universität Osnabrück zur Erlangung es Graes eines Doktors er Naturwissenschaften vorgelegte Dissertation

More information

Search Advertising Based Promotion Strategies for Online Retailers

Search Advertising Based Promotion Strategies for Online Retailers Search Avertising Base Promotion Strategies for Online Retailers Amit Mehra The Inian School of Business yeraba, Inia Amit Mehra@isb.eu ABSTRACT Web site aresses of small on line retailers are often unknown

More information

UNIFIED BIJECTIONS FOR MAPS WITH PRESCRIBED DEGREES AND GIRTH

UNIFIED BIJECTIONS FOR MAPS WITH PRESCRIBED DEGREES AND GIRTH UNIFIED BIJECTIONS FOR MAPS WITH PRESCRIBED DEGREES AND GIRTH OLIVIER BERNARDI AND ÉRIC FUSY Abstract. This article presents unifie bijective constructions for planar maps, with control on the face egrees

More information

Web Appendices of Selling to Overcon dent Consumers

Web Appendices of Selling to Overcon dent Consumers Web Appenices of Selling to Overcon ent Consumers Michael D. Grubb A Option Pricing Intuition This appenix provies aitional intuition base on option pricing for the result in Proposition 2. Consier the

More information

CHAPITRE 18. Exemple de calcul d ossature en portique en béton armé.

CHAPITRE 18. Exemple de calcul d ossature en portique en béton armé. 18-1 CHAPITRE 18. Exemple e calcul ossature en portique en béton armé. Example prepare by PHUNG NGOC DUNG, PhD researcher at ULg. Note 1!!! In this example, notation «ot.» stans for coma,. Example: 1.

More information

Sensor Network Localization from Local Connectivity : Performance Analysis for the MDS-MAP Algorithm

Sensor Network Localization from Local Connectivity : Performance Analysis for the MDS-MAP Algorithm Sensor Network Localization from Local Connectivity : Performance Analysis for the MDS-MAP Algorithm Sewoong Oh an Anrea Montanari Electrical Engineering an Statistics Department Stanfor University, Stanfor,

More information

Trace IP Packets by Flexible Deterministic Packet Marking (FDPM)

Trace IP Packets by Flexible Deterministic Packet Marking (FDPM) Trace P Packets by Flexible Deterministic Packet Marking (F) Yang Xiang an Wanlei Zhou School of nformation Technology Deakin University Melbourne, Australia {yxi, wanlei}@eakin.eu.au Abstract- Currently

More information

arxiv:1309.1857v3 [gr-qc] 7 Mar 2014

arxiv:1309.1857v3 [gr-qc] 7 Mar 2014 Generalize holographic equipartition for Friemann-Robertson-Walker universes Wen-Yuan Ai, Hua Chen, Xian-Ru Hu, an Jian-Bo Deng Institute of Theoretical Physics, LanZhou University, Lanzhou 730000, P.

More information

Safety Management System. Initial Revision Date: Version Revision No. 02 MANUAL LIFTING

Safety Management System. Initial Revision Date: Version Revision No. 02 MANUAL LIFTING Revision Preparation: Safety Mgr Authority: Presient Issuing Dept: Safety Page: Page 1 of 11 Purpose is committe to proviing a safe an healthy working environment for all employees. Musculoskeletal isorers

More information

Lagrangian and Hamiltonian Mechanics

Lagrangian and Hamiltonian Mechanics Lagrangian an Hamiltonian Mechanics D.G. Simpson, Ph.D. Department of Physical Sciences an Engineering Prince George s Community College December 5, 007 Introuction In this course we have been stuying

More information

Example Optimization Problems selected from Section 4.7

Example Optimization Problems selected from Section 4.7 Example Optimization Problems selecte from Section 4.7 19) We are aske to fin the points ( X, Y ) on the ellipse 4x 2 + y 2 = 4 that are farthest away from the point ( 1, 0 ) ; as it happens, this point

More information

ISSN: 2277-3754 ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 12, June 2014

ISSN: 2277-3754 ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 12, June 2014 ISSN: 77-754 ISO 900:008 Certifie International Journal of Engineering an Innovative echnology (IJEI) Volume, Issue, June 04 Manufacturing process with isruption uner Quaratic Deman for Deteriorating Inventory

More information

Towards a Framework for Enterprise Architecture Frameworks Comparison and Selection

Towards a Framework for Enterprise Architecture Frameworks Comparison and Selection Towars a Framework for Enterprise Frameworks Comparison an Selection Saber Aballah Faculty of Computers an Information, Cairo University Saber_aballah@hotmail.com Abstract A number of Enterprise Frameworks

More information

Ch 10. Arithmetic Average Options and Asian Opitons

Ch 10. Arithmetic Average Options and Asian Opitons Ch 10. Arithmetic Average Options an Asian Opitons I. Asian Option an the Analytic Pricing Formula II. Binomial Tree Moel to Price Average Options III. Combination of Arithmetic Average an Reset Options

More information

A New Evaluation Measure for Information Retrieval Systems

A New Evaluation Measure for Information Retrieval Systems A New Evaluation Measure for Information Retrieval Systems Martin Mehlitz martin.mehlitz@ai-labor.e Christian Bauckhage Deutsche Telekom Laboratories christian.bauckhage@telekom.e Jérôme Kunegis jerome.kunegis@ai-labor.e

More information

Calibration of the broad band UV Radiometer

Calibration of the broad band UV Radiometer Calibration of the broa ban UV Raiometer Marian Morys an Daniel Berger Solar Light Co., Philaelphia, PA 19126 ABSTRACT Mounting concern about the ozone layer epletion an the potential ultraviolet exposure

More information

Module 7 (Lecture 24 to 28) RETAINING WALLS

Module 7 (Lecture 24 to 28) RETAINING WALLS Module 7 (Lecture 24 to 28) RETAINING WALLS Topics 24.1 INTRODUCTION 24.2 GRAVITY AND CANTILEVER WALLS 24.3 PROPORTIONING RETAINING WALLS 24.4 APPLICATION OF LATERAL EARTH PRESSURE THEORIES TO DESIGN 24.5

More information

JORDAHL Punching Shear Reinforcement JDA. For Everyone Who Needs More Space in Less Time. Technical Information. anchored in quality

JORDAHL Punching Shear Reinforcement JDA. For Everyone Who Needs More Space in Less Time. Technical Information. anchored in quality Punching Shear Reinforcement JORDAHL Punching Shear Reinforcement JDA For Everyone Who Nees More Space in Less Time. Technical Information anchore in quality Quality since 1907. JORDAHL s registere office

More information