COMPARISON OF DIRECT AND INDIRECT MEASURED SOIL- WATER CHARACTERISTIC CURVES FOR A SILTY SAND
|
|
- Allen Shepherd
- 5 years ago
- Views:
Transcription
1 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp.9-16 Geotec., Const. Mt. & Env., ISSN: , Jpn, DOI: COMPARISON OF DIRECT AND INDIRECT MEASURED SOIL- WATER CHARACTERISTIC CURVES FOR A SILTY SAND T. Aeykoon 1, R.S. Udukumurge 2, *C. Gllge 3 nd T. Uchimur 4 1 Fculty of Engineering, University of Mortuw, Sri Lnk; 2,3 Science nd Engineering Fculty, Queenslnd University of Technology, Austrli; 4 Deprtment of Civil Engineering, University of Tokyo, Jpn *Corresponding Author, Received: 19 My 217, Revised: 3 My 217, Accepted: 2 June 217 ABSTRACT: It is time consuming nd needs sophisticted testing pprtus to determine unsturted soil properties such s hydrulic conductivity nd sher strength. Therefore, engineers hesitte to use unsturted soil properties in economicl geotechnicl prolem solving. To promote the use of unsturted soil properties in geotechnicl engineering designs, numers of methods hve een developed to estimte/predict unsturted soil properties. The Soil-wter chrcteristic curve (SWCC) defines the reltionship etween the soil suction nd wter content. During pst few decdes, different mesuring nd estimtion/prediction methods hve een developed y reserchers to scertin SWCC of soils. Among them, direct nd indirect methods re widely used to mesure the SWCC of soil. Indirect methods such s xis-trnsltion technique re commonly used in the lortory to determine SWCC. It is importnt to understnd how well the indirectly mesured SWCC is relted to ctul soil-wter retention properties of soil during drying nd wetting process. Bridging tht reserch gp, in this study, Soil wter chrcteristic curve (SWCC) of sndy soil ws mesured using oth indirect (Axis trnsltion method using Tempe Pressure Cell) nd direct methods. The direct mesured SWCCs were otined y sujecting the instrumented soil column nd model emnkment to wetting nd drying cycles. When compring SWCCs mesured y direct nd indirect methods, it ws found tht the indirect method provides very close greement with the outcomes of direct methods. This ensures tht the SWCCs mesured in the lortory y using indirect methods cn e used in Geotechnicl Engineering prctice. Keywords: Soil wter chrcteristic curve, Unsturted soil, Tempe pressure cell, Mtric suction, Instrumented soil column, Instrumented model emnkment 1. INTRODUCTION The mesurement of soil prmeters for unsturted soil condition hs lwys een time consuming nd exoritnt pproch nd s result, geotechnicl engineers finding it difficult to incorporte prevlent knowledge of unsturted soil mechnics into routine geotechnicl designs nd prolem solving. In ddition, lortory experimenttion of this nture requires rigorous process nd technicl expertise tht might e imprcticl for quick decision mking tsks. To encourge the utiliztion of unsturted soil properties in geotechnicl designs, numerous methods hve een proposed nd developed within the pst few decdes [1,2]. The soil wter chrcteristic curve (SWCC) defines the constitutive reltionship etween the soil-wter potentil nd wter content of unsturted soils which cn e utilized to ridge the gp etween the sturted nd unsturted soil prmeters. The complex unsturted soil ehvior cn e investigted through this conceptul frmework nd vst mount of reserch hs een crried out in this regrd [3,4]. Key elements of these reserch were to comprehend the unsturted soil ehvior ccording to the chnge in soil wter content (i.e. grvimetric, volumetric wter content or degree of sturtion). Volumetric wter content, θ w θ s Air entry vlue (AVE), ψ ψ w (ψ r, θ r ) Soil suction [kp] Desorption (drying) curve Asorption (wetting) curve Fig. 1 Generl SWCC for soil [5] Furthermore, soil- wter chrcteristic curve is centrl to the ehvior of n unsturted soil nd cn e relted to other properties descriing the ehvior of soil, such s unsturted coefficient of permeility nd the sher strength [6-8]. Therefore, in geotechnicl engineering prctice, unsturted soil mechnics theories in routine 9
2 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp prctice nd numericl models, sed on the SWCC nd sturted soil properties, hve een developed to predict unsturted permeility function nd unsturted sher strength properties. Currently, there re well-estlished direct nd indirect methods to mesure SWCC for prticulr soil. Direct methods include pressure plte, Buchner funnel, tensiometers, nd pressure memrnes. These methods mesure the porewter pressure in the soil or impose known ir pressure to soil nd llow the wter content to come to equilirium with the imposed ir pressure. Among these methods, conventionl pressure plte is the most common method. Indirect methods include filter pper nd het dissiption sensors. These methods use mesurements or indictors of wter content or physicl property tht is sensitive to chnges in wter content. The direct methods re recognized for higher ccurcy of the outcome, however, ltnt prolems of the direct method re the costly nd time-consuming nture of the pproch which encourges users to follow simple indirect methods to determine soil specific wter retention curve (Fig. 1). The suction vlues re mostly deemed s mtric suction (U -U w ) nd seldom use of totl suction cn e seen in literture. Mostly, the soil moisture content is represented s volumetric wter content (θ), yet grvimetric wter content (ω) is lso eing used in unsturted soil mechnics to determine SWCC. The sorption nd desorption curves (Fig. 1) refer to the wetting nd drying process, respectively, in which the difference in wter content t sturtion etween drying nd wetting is the residul ir content. In Fig.1 the SWCC during wetting process is not the sme s drying process, which is referred to s hysteresis, i.e., the soil s ility under the similr suction to hve two different wter contents when the soil is eing wetted or dried. For specified suction vlue, the soil eing wetted hs less wter content thn the soil eing dried [9] & [1]. In this study, SWCC of snd hs een determined using oth direct nd indirect lortory methods in order to investigte the degree of greement etween SWCCs derived from ech method. A Tempe pressure cell ws used to conduct the indirect pproch y repeting three drying-wetting cycles wheres direct methods were pproched through instrumented soil column nd model tnk. 2. TEST MATERIAL Edoski snd from Irki prefecture in Jpn ws used s the test mteril throughout the investigtion. Wet sieving nd hydrometer nlysis were performed on selected representtive smples conforming to the JGS (Jpnese Geotechnicl Society) stndrd test methods. The fine mteril (percentge finer thn.75 mm) of Edoski, mounts to 16.4% nd the grin size distriution for the forementioned soil is shown in Fig. 2 elow. Aprt from grin size distriution, the other sic soil properties such s specific grvity, minimum & mximum void rtios, compction nd Attererg limits were conducted in ccordnce with JGS stndrd test methods nd the results re given in Tle 1. According to Unified Soil Clssifiction System (USCS), the test mteril ws clssified s silty snd. Tle 1 Property tle of Edoski soil [3] Fig. 2 Grin size distriution of Edoski snd [3] 3. TEST APPARATUS 3.1 Apprtus Used for Indirect Mesurement of SWCC A Tempe pressure cell (Fig. 3) ws used to otin wter retention curve for Edoski snd 1
3 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp using indirect mesurements. This pprtus comprised of rss cylinder (Φ = 5 mm nd h= 6 mm), se plte, high ir-entry porous cermic disk (3 kp) nd top cp. A representtive soil specimen is plced on the cermic disk which is emedded on top of the se plte nd the wter flow through the specimen is controlled y tue connected to the se plte. A tue connected to the top plte enles to regulte the ir pressure t n pproprite level during the experiment. Fig. 4 Modified pressure trnsducer sensitivity to slinity nd temperture effects [7] & [8]. ADR proes utilized in this study hve very short response time (1-5 seconds) up to n ccurcy of ± 1% with soil specific clirtions. 4. METHODOLOGY 4.1 Indirect Mesurement of SWCC Fig. 3 Schemtic digrm of Tempe pressure cell [5] 3.2 Apprtus Used for Direct Mesurement of SWCC A soil column nd soil ox tests instrumented with pressure trnsducers nd wter content mesuring sensors (Thet proes) ws conducted on Edoski snd iming to mesure drying nd wetting soil-wter chrcteristic curves directly Pore-wter pressure trnsducers Fig. 4 depicts the strin guge type pressure trnsducers with the cpcity of kp. Moreover, trnsducers were modified y ttching cermic cups in order to mesure oth positive nd negtive pore-wter pressures (-9 kp to + kp). The cermic cup consists of n AEV of kp nd sturted wter permeility of cm/sec Moisture content sensors ADR (Amplitude Domin Reflectometry) proes were used to mesure the volumetric wter content of the Edoski snd nd the previous reserch hs estlished tht ADR proes hve lower Prior to commencing the study, the high AEV cermic disk ws sturted nd susequently it ws verified y the procedure illustrted y Gllge et l. (21). In order to persist the sturtion of the system, wter tnk ws connected fter sturtion of the cermic disk. A soil specimen (dry density = 1.35 g/cm 3, grvimetric wter content = 1%) ws plced in the rss cylinder such tht trget density ws chieved nd then specimen ws sturted s depicted in Fig 5. The weight of the ssemly ws constntly monitored to identify the point of sturtion t which the djcently mesured weight ecomes constnt. From periodic oservtions, it ws noted tht the time tken for sturtion ws 2 to 3 dys. The Tempe pressure cell ws connected to system s depicted in Fig 3. It should e noted tht wter level of the wter tnk ws constntly mintined t hlf smple height nd vented to tmosphere nd therey conserve zero pressure (U = Uw = kp) in the specimen. Once the smple weight ws constnt, the mesured weight ws recorded for the corresponding zero suction vlue (U - Uw = ). Following this, ir pressure (U) ws incresed to nother vlue (i.e.,.5, 1., 2., 3., 5., 7., 1., 2., 5.,. nd 2. kp) through the ir supply inlet, resulting specimen wter to drin out (i.e. nlogous to drying process) to the wter tnk through se plte until the specimen moisture equilirtes (i.e. constnt weight of the ssemly). During the weighing process, inlet nd outlet tues were 11
4 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp remined closed. Then the weight of the specimen ws recorded for the corresponding mtric suction vlue (U = Uw = 5 kp) nd the procedure ws repeted for ll the suction vlues. Fig. 6 Drying nd wetting SWCC for Edoski snd 4.2 Direct Mesurement of SWCC Fig. 5 Sturtion of the specimen [5] The wetting process ws crried out through reverse pproch y dropping the ir pressure t the inlet of the top plte from 2 kp to kp. After U dropped down to kp, the specimen ws tken out nd oven dried to mesure the corresponding grvimetric wter content of the smple. This wter content together with previous chnge in weight of the ssemly ws used to ck-clculte the wter contents corresponding to the other suction vlues. The suctions were then plotted ginst their corresponding wter contents to otin the SWCCs. The Fredlund- Xing eqution (Eq. (1)) ws used to determine the estfit curves (Fig. 6) for the otined experimentl dt during drying nd wetting cycles [11]. θ ( ψ,, n, m) = C( ψ ) s n [ e + ( ψ ) ] { ln } m Where, ln(1 + ψ / ψ r ) C( ψ ) = 1 ln[1 + ( / ψ ) θ = Volumetric wter content ψ = Suction (kp) ψ r = Sunction corresponding toresidul wter content θr( kp) θs = Sturted wter content, m, n = Fitting prmeters ( hs the unit of pressure kp) θ r (1) Column test with direct mesurements of wter content nd suction The column ws sujected to three cycles of wetting nd drying during which soil wter contents nd pore-wter pressures were continuously recorded t four different depths in the column. This section descries the experimentl setup including sensors used to mesure pore-wter pressure nd wter content nd the preprtion of the soil column. () Pore-wter pressure trnsducers Initilly, cermic cups were sturted y immersed in the wter nd followed y pplying vcuum condition for 24 hours period prior to emed in soil. Fig 4 shows the cermic cup nd pressure trnsducer ssemly. The pressure trnsducers were re-clirted for the lortory working pressure rnge of -6 kp to +6 kp to compre the clirtion fctors with the mnufcturer defined curves. Fig 7 depicts the mnufcturer defined clirtion chrt for the pressure trnsducers. 12
5 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp Sme procedure ws crried out for different for different wter contents to otin clirtion chrt specific to Edoski snd (Fig. 8). (c) Column test nd its mesurements Fig. 7 Clirtion chrt for the pressure trnsducers () Moisture content sensors In order to soil specificlly clirte ADR proes, oven-dried soil ws mixed with distilled wter nd pcked into plstic cylinder of 8 mm in inner dimeter nd mm in height s uniformly s possile y mnul compction into five equl lyers up to the full volume of the cylinder. The smple ws then weighted y using n electronic lnce to otin the wet weight of the smple. ADR proe ws verticlly inserted to the soil nd output ws connected to the dt logger in order to red output voltge. The output of the ADR proe ws oserved in the computer screen nd the vlue ws noted once it ws stle. The soil smple ws oven-dried to otin the grvimetric wter content, m nd ulk dry density of soil, ρ d. The corresponding volumetric wter content, θ, cn e otined s follows, ssuming the density of wter to e 1 g/cm 3. As shown in Fig. 9, cylindricl column which hs n inner dimeter of 2 mm nd height of 6 mm ws filled y compcting wet Edoski snd (initil wter content = 14 %) to chieve dry density of 1.35 g/cm3. During the snd column preprtion, four ADR proes (M) nd four modified pressure trnsducers (P) were instlled to mesure volumetric wter content nd suction of soil, respectively. P4 nd M4, P3 nd M3, P2 nd M2, nd P1 nd M1 were instlled in the soil t the depth of 6, 18, 3, nd 42 mm from the top soil surfce, respectively. A grvel lyer ws plced t the ottom of the column to fcilitte drining of wter. The soil column ws wetted y pouring wter in to the top of the column nd the drying ws then llowed nturlly in the room environment. During the period of out 66 dys, the column ws sujected three cycles of wettingdrying to investigte the sensor responses s shown in Fig. 1 & M4 M3 M2 P4 P3 P2 (2) M1 P Grvel lyer 2 Fig. 6 Schemtic digrm of the soil column nd the sensor rrngements Model tnk test with direct mesurements of wter content nd suction Fig. 8 Clirtion chrt for ADR moisture sensors The tnk used in the model tests is shown in Fig. 12. This tnk hs length of 22 cm, width of 8 cm, nd height of cm. The wlls of the tnk re mde of steel pltes except for the front side which is mde of cryl g lss for esy oservtion of the deformtion process. 13
6 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp Pore pressure sensor [P] with wter content sensor [M] 2 4 Pore pressure sensor only (All dimensions in mm) P1M1 P2M2 P3M3-1 P4M4 P5 P6M5 P7M6 P Time [Hours] 15 P9M7 P1M Fig. 1 Responses of pore pressure trnsducers emedded on soil column Fig. 12 Schemtic digrm of model tnk temperture. Susequently, wter content (nturl) ws mesured nd excess mount of wter ws dded to chieve the pre-determined initil wter content (i.e. 16%). Once the soil ecme moisture M1 M2 M3 M4 uniformed, the model emnkment ws prepred y wet compction. Pre-determined soil density ws mintined throughout the process y keeping 5 mm soil lyers for compction. The sme procedure ws repeted until the full height of the soil model ws otined. Further, pressure trnsducers nd moisture sensors were emedded t specific loctions s the soil plcement progressed. Susequent to the successful setting-up of the model tnk, the soil ws sujected to wetting for 19 hours y pplying n rtificil rin of 4 mm/hr which ws followed y 24 hours nturl drying period. Afterwrds, rinfll of 8 mm/hour ws pplied for 2.2 hours durtion s the second wetting cycle nd then gin llowed to dry it for Time [Hours] Fig. 11 Responses of the wter content sensors emedded on soil column The ox is divided in to three sections, i.e., the centrl portion which is 197 cm long nd used for construction the slope nd the left nd right chmers ech 11.5 cm wide for collection nd dischrging wter, respectively. These three sections re divided y perforted wlls with metl meshes ttched to them to llow esy movement of wter without wshing out the soil grins. For these model tests, the inner wll of the left chmer is mde impermele y ttching thin cryl sheet Preprtion sensor stiliztion[21.6 hrs] 2-Rinfll-1(4 mm/hr) [19.1 hrs] 3-Drying-1 [27.8 hrs] 4-Rinfll-2 (8 mm/hr) [2.2 hrs] 5-Drying -2 [43.9 hrs].1.5. Edoski snd ws oven dried for 48 hours under constnt temperture of 1C nd the soil lumps were crushed mnully once the temperture of dried mteril ws reduced to room 4 2 Volumetric wter content [m3/m3] Volumetric wter content,θw Perforted wll 5 2 P1 P2 P3 P4-2 8 Pore-wter pressure [kp] Time [hrs] M1 M2 M3 M6 M7 12 Fig. 13 ADR sensor responses with time 48 hours. Figure 13 & 14 depict, the temporl distriution of the pore wter pressure trnsducer nd wter content sensor responses, respectively. 14
7 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp Pore-wter pressure [kp] Fig.14 Pressure trnsducer responses with time Time [hrs] 5 P1 P2 P3 P7 P9 present similrity prt from slight difference tht my rise due to incongruity of pproch. Volumetric wter content, θ w.5 P4-M4 (mesured - column test) Drying (mesured - Tempe cell) Best-fit(drying)-FX Wetting (mesured - Tempe cell) Best-fit (wetting)-fx h j g c f i d --c: Wetting-1 c-d-e: Drying-1 e-f-g-h: Wetting-2 h-i-d-e: Drying-2 e-j-h: Wetting-3 h-i-d-e: Drying-3 Suction, u -u w [kp] e 5. RESULTS AND DISCUSSIONS Using the Tempe pressure cell nd the ssocited test procedure explined in this pper, oth drying nd wetting SWCCs for the test mteril (Edoski soils) were mesured in the lortory. Fig. 6 depicts the mesured SWCCs for the Edoski soil specimen t the initil dry density of 1.35 g/cm 3, in which the suctions were then plotted ginst their corresponding wter contents to otin the SWCCs nd the Fredlund- Xing eqution ws used to determine the est-fit curves (Fig. 6) for the otined experimentl dt during drying nd wetting cycles. Column test nd model tnk tests were employed s the direct mesurements of wter content nd suction. To otin SWCCs from the results of the column test, the mesured volumetric wter content ws plotted ginst mesured suction t ech level. As ltntly depicted in Fig. 15, wter retention curves otined from soil column test susequent to series of wetting nd dying cycles present close greement with indirectly mesured (tempe pressure cell) SWCC, irrespective of slight over estimtion of drying curve in the indirect method. The SWCCs mesured in the lortory using Tempe pressure cell nd emnkment model were then plotted on the sme grph s shown in Fig. 16. It cn e seen from these grphs tht gret portion of directly mesured SWCCs (min drying, min wetting, nd scnning curves) lie within the indirectly mesured drying nd wetting SWCCs. Further, the hysteresis etween the corresponding drying nd wetting curves of the direct (model emnkment) nd indirect (tempe-cell) methods Volumetric wter content, θ w Volumetric wter content, θ w.5 P3-M3 (mesured - column test) Drying (mesured - Tempe cell) Best-fit(drying)-FX Wetting (mesured - Tempe cell) Best-fit (wetting)-fx i f e j g h --c: Wetting-1 c-d: Drying-1 d-e-f: Wetting-2 f-g-d: Drying-2 d-h-i: Wetting-3 i-j-d: Drying c d Suction, u -u w [kp] Fig. 15 SWCCs otined from Tempe-cell nd soil column test.5 g P3-M3 (mesured - model test) Drying (mesured - Tempe cell) Best-fit(drying)-FX Wetting (mesured - Tempe cell) Best-fit (wetting)-fx c f e --c: Wetting-1 c-d-e: Drying-1 e-f-c-g: Wetting-2 g-d-e:drying-2 Edoski snd ρ d =1.35 g/cm Suction, u -u w [kp] d 15
8 Interntionl Journl of GEOMATE, Nov., 217, Vol.13, Issue 39, pp Volumetric wter content, θ w.5 P6-M5 (mesured - model test) Drying (mesured - Tempe cell) Best-fit(drying)-FX Wetting (mesured - Tempe cell) Best-fit (wetting)-fx g d --c-d: Wetting-1 d-e-f: Drying-1 f-c-g: Wetting-2 g-e-f:drying-2 Edoski snd ρ d =1.35 g/cm Suction, u -u w [kp] Fig. 16 SWCCs otined from Tempe-cell nd model emnkment test 6. CONCLUSION c In this study, soil wter chrcteristic curves (SWCC) for Edoski snd ws otined using oth direct nd indirect methods. As for direct methods, instrumented soil column nd model tnk were sujected to wetting nd drying cycles under controlled lortory conditions nd sensor responses were plotted t ech sensor loction to determine SWCC for snd. Keeping ll the soil prmeters nd conditions constnt, SWCC of Edoski snd ws experimentlly otined y Tempe pressure cell s simple indirect method. It is ltntly found tht results of the indirect method provide very close similrity to the outcomes of the costly, complex nd time consuming direct methods (i.e. instrumented soil column nd model tnk). However, the slight vrition of the SWCC in forementioned methods my due to the experimentl flws nd differentil sensor outputs cused y insignificntly minor environmentl impcts, yet cn e disregrded when compred to the cons of direct methods. Tken together, these findings imply the prcticlity of the indirect methods to determine soil specific SWCC when compred to rigorous direct methods. 7. ACKNOWLEDGEMENTS Authors would like to thnk Interntionl Journl of GEOMATE for pulishing this pper. 8. REFERENCES e f [1] Fredlund, D. G., Xing, A., Fredlund, M. D., & Brour, S. L. (1996). The reltionship of the unsturted soil sher to the soil-wter chrcteristic curve. Cndin Geotechnicl Journl, 33(3), [2] Zpt, C. E., Houston, W. N., Houston, S. L., & Wlsh, K. D. (2). Soil wter chrcteristic curve vriility. In Advnces in unsturted geotechnics (pp ). [3] Brour, S. L. (1998). Nineteenth Cndin Geotechnicl Colloquium: The soil-wter chrcteristic curve: historicl perspective. Cndin Geotechnicl Journl, 35(5), [4] Nm, S., Gutierrez, M., Dipls, P., Petrie, J., Wyllce, A., Lu, N., & Muñoz, J. J. (21). Comprison of testing techniques nd models for estlishing the SWCC of rivernk soils. Engineering Geology, 11(1), 1-1. [5] Gllge, C., Kodikr, J., & Uchimur, T. (213). Lortory mesurement of hydrulic conductivity functions of two unsturted sndy soils during drying nd wetting processes. Soils nd Foundtions, 53(3), [6] Gllge, C. P. K., & Uchimur, T. (21). Effects of dry density nd grin size distriution on soil-wter chrcteristic curves of sndy soils. Soils nd Foundtions, 5(1), [7] Yng, H., Rhrdjo, H., Leong, E. C., & Fredlund, D. G. (24). Fctors ffecting drying nd wetting soil-wter chrcteristic curves of sndy soils. Cndin Geotechnicl Journl, 41(5), [8] Chin, K. B., Leong, E. C., & Rhrdjo, H. (21). A simplified method to estimte the soil-wter chrcteristic curve. Cndin Geotechnicl Journl, 47(12), [9] Herkelrth, W. N., & Delin, G. N. (21). Long-term monitoring of soil-moisture in hrsh climte using reflectometer nd TDR proes. US Geol. Surv., Menlo Prk, CA. [1] Kizito, F., Cmpell, C., Cmpell, G., Coos, D., Tere, B., Crter, B., & Hopmns, J. (28). Frequency, electricl conductivity nd temperture nlysis of low-cost cpcitnce soil moisture sensor. Journl of Hydrology, 352(3), [11] Fredlund, D. G., & Xing, A. (1994). Equtions for the soil-wter chrcteristic curve. Cndin geotechnicl journl, 31(4), Copyright Int. J. of GEOMATE. All rights reserved, including the mking of copies unless permission is otined from the copyright proprietors. 16
Deriving hydraulic conductivity function from soil column tests
Deriving hydrulic conductivity function from soil column tests Yvonne Lins, Mri Dtchev & Tom Schnz DFG Fo 444 - TP 4 Experimentelle und theoretische Untersuchungen teilgesättigter Reibungsmterilien Content
More informationEffects of dry density on soil water characteristic curve of clay
5th Interntionl Conference on Civil, Architecturl nd Hydrulic Engineering (ICCAHE 2016) Effects of dry density on soil wter chrcteristic curve of cly Hu Mengling, byo Hilin, cren Jinxi School of Architecture
More informationCOMPARISON OF DIFFERENT PROCEDURES TO PREDICT UNSATURATED SOIL SHEAR STRENGTH. S.K. Vanapalli and D.G. Fredlund 1
COMPARISON OF DIFFERENT PROCEDURES TO PREDICT UNSATURATED SOIL SHEAR STRENGTH S.K. Vnplli nd D.G. Fredlund 1 Abstrct: Severl procedures hve been proposed in the recent yers to predict the sher strength
More informationDesigning Information Devices and Systems I Spring 2018 Homework 7
EECS 16A Designing Informtion Devices nd Systems I Spring 2018 omework 7 This homework is due Mrch 12, 2018, t 23:59. Self-grdes re due Mrch 15, 2018, t 23:59. Sumission Formt Your homework sumission should
More informationPhysics 1402: Lecture 7 Today s Agenda
1 Physics 1402: Lecture 7 Tody s gend nnouncements: Lectures posted on: www.phys.uconn.edu/~rcote/ HW ssignments, solutions etc. Homework #2: On Msterphysics tody: due Fridy Go to msteringphysics.com Ls:
More informationADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS
ADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS F. Tkeo 1 nd M. Sk 1 Hchinohe Ntionl College of Technology, Hchinohe, Jpn; Tohoku University, Sendi, Jpn Abstrct:
More informationAvailable online at ScienceDirect. Procedia Engineering 172 (2017 )
Aville online t www.sciencedirect.com ScienceDirect Procedi Engineering 172 (2017 ) 218 225 Modern Building Mterils, Structures nd Techniques, MBMST 2016 Experimentl nd Numericl Anlysis of Direct Sher
More informationThe Shortest Confidence Interval for the Mean of a Normal Distribution
Interntionl Journl of Sttistics nd Proility; Vol. 7, No. 2; Mrch 208 ISSN 927-7032 E-ISSN 927-7040 Pulished y Cndin Center of Science nd Eduction The Shortest Confidence Intervl for the Men of Norml Distriution
More informationHomework Assignment 3 Solution Set
Homework Assignment 3 Solution Set PHYCS 44 6 Ferury, 4 Prolem 1 (Griffiths.5(c The potentil due to ny continuous chrge distriution is the sum of the contriutions from ech infinitesiml chrge in the distriution.
More informationReading from Young & Freedman: For this topic, read the introduction to chapter 24 and sections 24.1 to 24.5.
PHY1 Electricity Topic 5 (Lectures 7 & 8) pcitors nd Dielectrics In this topic, we will cover: 1) pcitors nd pcitnce ) omintions of pcitors Series nd Prllel 3) The energy stored in cpcitor 4) Dielectrics
More informationTemperature influence compensation in microbolometer detector for image quality enhancement
.26/qirt.26.68 Temperture influence compenstion in microolometer detector for imge qulity enhncement More info out this rticle: http://www.ndt.net/?id=2647 Astrct y M. Krupiński*, T. Sosnowski*, H. Mdur*
More informationVadose Zone Hydrology
Objectives Vdose Zone Hydrology 1. Review bsic concepts nd terminology of soil physics. 2. Understnd the role of wter-tble dynmics in GW-SW interction. Drcy s lw is useful in region A. Some knowledge of
More informationCAPACITORS AND DIELECTRICS
Importnt Definitions nd Units Cpcitnce: CAPACITORS AND DIELECTRICS The property of system of electricl conductors nd insultors which enbles it to store electric chrge when potentil difference exists between
More information7.1 Integral as Net Change and 7.2 Areas in the Plane Calculus
7.1 Integrl s Net Chnge nd 7. Ares in the Plne Clculus 7.1 INTEGRAL AS NET CHANGE Notecrds from 7.1: Displcement vs Totl Distnce, Integrl s Net Chnge We hve lredy seen how the position of n oject cn e
More informationChapter 9 Definite Integrals
Chpter 9 Definite Integrls In the previous chpter we found how to tke n ntiderivtive nd investigted the indefinite integrl. In this chpter the connection etween ntiderivtives nd definite integrls is estlished
More informationDesigning Information Devices and Systems I Spring 2018 Homework 8
EECS 16A Designing Informtion Devices nd Systems I Spring 2018 Homework 8 This homework is due Mrch 19, 2018, t 23:59. Self-grdes re due Mrch 22, 2018, t 23:59. Sumission Formt Your homework sumission
More informationTHERMAL EXPANSION COEFFICIENT OF WATER FOR VOLUMETRIC CALIBRATION
XX IMEKO World Congress Metrology for Green Growth September 9,, Busn, Republic of Kore THERMAL EXPANSION COEFFICIENT OF WATER FOR OLUMETRIC CALIBRATION Nieves Medin Hed of Mss Division, CEM, Spin, mnmedin@mityc.es
More informationThe Influence of Interface and Semiconductor Bulk Traps Generated Under HEFS on MOSFET`s Electrical Characteristics
Proceedings of the 5th Smll Systems Simultion Symposium 2014, Niš, Seri, 12th-14th Ferury 2014 The Influence of Interfce nd Semiconductor Bulk Trps Generted Under HEFS on MOSFET`s Electricl Chrcteristics
More informationAQA Chemistry Paper 2
AQA hemistry Pper 2 1.1 A student is plnning n investigtion into how the concentrtion of hydrochloric cid ffects the rte of the rection with mrle chips. Wht is the independent vrile? Tick one ox. (1 mrk)
More informationMeasuring Electron Work Function in Metal
n experiment of the Electron topic Mesuring Electron Work Function in Metl Instructor: 梁生 Office: 7-318 Emil: shling@bjtu.edu.cn Purposes 1. To understnd the concept of electron work function in metl nd
More informationBend Forms of Circular Saws and Evaluation of their Mechanical Properties
ISSN 139 13 MATERIALS SCIENCE (MEDŽIAGOTYRA). Vol. 11, No. 1. 5 Bend Forms of Circulr s nd Evlution of their Mechnicl Properties Kristin UKVALBERGIENĖ, Jons VOBOLIS Deprtment of Mechnicl Wood Technology,
More informationAN IMPROVED SMALL CLOSED DRIFT THRUSTER WITH BOTH CONDUCTING AND DIELECT RIC CHANNELS
AN IMPROVED SMALL CLOSED DRIFT THRUSTER WITH BOTH CONDUCTING AND DIELECT RIC CHANNELS A.I.Bugrov, A.D.Desitskov, H.R.Kufmn, V.K.Khrchevnikov, A.I.Morozov c, V.V.Zhurin d Moscow Institute of Rdioelectronics,
More informationThermal Diffusivity. Paul Hughes. Department of Physics and Astronomy The University of Manchester Manchester M13 9PL. Second Year Laboratory Report
Therml iffusivity Pul Hughes eprtment of Physics nd Astronomy The University of nchester nchester 3 9PL Second Yer Lbortory Report Nov 4 Abstrct We investigted the therml diffusivity of cylindricl block
More informationDesigning Information Devices and Systems I Discussion 8B
Lst Updted: 2018-10-17 19:40 1 EECS 16A Fll 2018 Designing Informtion Devices nd Systems I Discussion 8B 1. Why Bother With Thévenin Anywy? () Find Thévenin eqiuvlent for the circuit shown elow. 2kΩ 5V
More informationI1 = I2 I1 = I2 + I3 I1 + I2 = I3 + I4 I 3
2 The Prllel Circuit Electric Circuits: Figure 2- elow show ttery nd multiple resistors rrnged in prllel. Ech resistor receives portion of the current from the ttery sed on its resistnce. The split is
More informationDamage of Houses and Residential Areas by Niigata Prefecture Earthquakes (Part2)
Proceedings of the Eighteenth () Interntionl Offshore nd Polr Engineering Conference Vncouver, BC, Cnd, July -11, Copyright by The Interntionl Society of Offshore nd Polr Engineers (ISOPE) ISBN 97-1-53-7-
More informationA Brief Note on Quasi Static Thermal Stresses In A Thin Rectangular Plate With Internal Heat Generation
Americn Journl of Engineering Reserch (AJER) 13 Americn Journl of Engineering Reserch (AJER) e-issn : 3-847 p-issn : 3-936 Volume-, Issue-1, pp-388-393 www.jer.org Reserch Pper Open Access A Brief Note
More informationResistive Network Analysis
C H A P T E R 3 Resistive Network Anlysis his chpter will illustrte the fundmentl techniques for the nlysis of resistive circuits. The methods introduced re sed on the circuit lws presented in Chpter 2:
More informationEFFECT OF RADIATION ON NATURAL CONVECTION FLOW FROM A POROUS VERTICAL PLATE IN PRESENCE OF HEAT GENERATION
EFFECT OF RADIATION ON NATURAL CONVECTION FLOW FROM A POROUS VERTICAL PLATE IN PRESENCE OF HEAT GENERATION Amen Ferdousi 1*, M. Mostfizur Rhmn, Mohmmd Slek Prvez 3, M. A. Alim 4 1 Fculty of EEE, Estern
More information332:221 Principles of Electrical Engineering I Fall Hourly Exam 2 November 6, 2006
2:221 Principles of Electricl Engineering I Fll 2006 Nme of the student nd ID numer: Hourly Exm 2 Novemer 6, 2006 This is closed-ook closed-notes exm. Do ll your work on these sheets. If more spce is required,
More informationBME 207 Introduction to Biomechanics Spring 2018
April 6, 28 UNIVERSITY O RHODE ISAND Deprtment of Electricl, Computer nd Biomedicl Engineering BME 27 Introduction to Biomechnics Spring 28 Homework 8 Prolem 14.6 in the textook. In ddition to prts -e,
More informationu( t) + K 2 ( ) = 1 t > 0 Analyzing Damped Oscillations Problem (Meador, example 2-18, pp 44-48): Determine the equation of the following graph.
nlyzing Dmped Oscilltions Prolem (Medor, exmple 2-18, pp 44-48): Determine the eqution of the following grph. The eqution is ssumed to e of the following form f ( t) = K 1 u( t) + K 2 e!"t sin (#t + $
More informationVadose Zone Hydrology
Objectives Vdose Zone Hydrology. Review bsic concepts nd terminology of soil physics. 2. Understnd the role of wter-tble dynmics in GW-SW interction. Wter storge in unsturted soil Minerl surfces hve uneven
More informationAn Overview of Integration
An Overview of Integrtion S. F. Ellermeyer July 26, 2 The Definite Integrl of Function f Over n Intervl, Suppose tht f is continuous function defined on n intervl,. The definite integrl of f from to is
More informationProperties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives
Block #6: Properties of Integrls, Indefinite Integrls Gols: Definition of the Definite Integrl Integrl Clcultions using Antiderivtives Properties of Integrls The Indefinite Integrl 1 Riemnn Sums - 1 Riemnn
More informationApplications of Bernoulli s theorem. Lecture - 7
Applictions of Bernoulli s theorem Lecture - 7 Prcticl Applictions of Bernoulli s Theorem The Bernoulli eqution cn be pplied to gret mny situtions not just the pipe flow we hve been considering up to now.
More informationA study of fluid flow simulation in convergentdivergent
IOP Conference Series: Mterils Science nd Engineering PAPER OPEN ACCESS A study of fluid flow simultion in convergentdivergent nozzles To cite this rticle: I Olru 2015 IOP Conf. Ser.: Mter. Sci. Eng. 95
More informationSOUND INTENSITY PROBE CALIBRATOR FOR FIELD USE: CALCULATING THE SOUND FIELD IN THE CALIBRATOR USING BOUNDARY ELEMENT MODELLING
Pge 1 of 1 SOUND INTENSITY PROBE CALIBRATOR FOR FIELD USE: CALCULATING THE SOUND FIELD IN THE CALIBRATOR USING BOUNDARY ELEMENT MODELLING PACS REFERENCE: 43.58 Fm Ginn, Bernrd; Olsen,Erling; Cutnd,Vicente;
More informationTechnical Note: Analytical sensitivity analysis of a two parameter recursive digital baseflow separation filter
Hydrol. Erth Syst. Sci., 16, 451 455, 2012 www.hydrol-erth-syst-sci.net/16/451/2012/ doi:10.5194/hess-16-451-2012 Author(s) 2012. CC Attriution 3.0 License. Hydrology nd Erth System Sciences Technicl Note:
More informationSome basic concepts of fluid dynamics derived from ECE theory
Some sic concepts of fluid dynmics 363 Journl of Foundtions of Physics nd Chemistry, 2, vol. (4) 363 374 Some sic concepts of fluid dynmics derived from ECE theory M.W. Evns Alph Institute for Advnced
More informationCHAPTER 20: Second Law of Thermodynamics
CHAER 0: Second Lw of hermodynmics Responses to Questions 3. kg of liquid iron will hve greter entropy, since it is less ordered thn solid iron nd its molecules hve more therml motion. In ddition, het
More informationANALYSIS OF MECHANICAL PROPERTIES OF COMPOSITE SANDWICH PANELS WITH FILLERS
ANALYSIS OF MECHANICAL PROPERTIES OF COMPOSITE SANDWICH PANELS WITH FILLERS A. N. Anoshkin *, V. Yu. Zuiko, A.V.Glezmn Perm Ntionl Reserch Polytechnic University, 29, Komsomolski Ave., Perm, 614990, Russi
More informationLinear Systems with Constant Coefficients
Liner Systems with Constnt Coefficients 4-3-05 Here is system of n differentil equtions in n unknowns: x x + + n x n, x x + + n x n, x n n x + + nn x n This is constnt coefficient liner homogeneous system
More informationDIRECT CURRENT CIRCUITS
DRECT CURRENT CUTS ELECTRC POWER Consider the circuit shown in the Figure where bttery is connected to resistor R. A positive chrge dq will gin potentil energy s it moves from point to point b through
More informationName Class Date. Match each phrase with the correct term or terms. Terms may be used more than once.
Exercises 341 Flow of Chrge (pge 681) potentil difference 1 Chrge flows when there is between the ends of conductor 2 Explin wht would hppen if Vn de Grff genertor chrged to high potentil ws connected
More informationCONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD
CONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD Svetozár Mlinrič Deprtment of Physics, Fculty of Nturl Sciences, Constntine the Philosopher University, Tr. A. Hlinku, SK-949 74 Nitr, Slovki Emil:
More informationMAC-solutions of the nonexistent solutions of mathematical physics
Proceedings of the 4th WSEAS Interntionl Conference on Finite Differences - Finite Elements - Finite Volumes - Boundry Elements MAC-solutions of the nonexistent solutions of mthemticl physics IGO NEYGEBAUE
More informationM344 - ADVANCED ENGINEERING MATHEMATICS
M3 - ADVANCED ENGINEERING MATHEMATICS Lecture 18: Lplce s Eqution, Anltic nd Numericl Solution Our emple of n elliptic prtil differentil eqution is Lplce s eqution, lso clled the Diffusion Eqution. If
More informationMA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp.
MA123, Chpter 1: Formuls for integrls: integrls, ntiderivtives, nd the Fundmentl Theorem of Clculus (pp. 27-233, Gootmn) Chpter Gols: Assignments: Understnd the sttement of the Fundmentl Theorem of Clculus.
More informationEnergy (kcal mol -1 ) Force (kcal mol -1 Å -1 ) Pore axis (Å) Mixed Mo-only S-only Graphene
Force (kcl mol -1 Å -1 ) Energy (kcl mol -1 ) 3 1-1 - -3 Mixed Mo-only S-only Grphene 6 5 3 1 Mixed Mo-only S-only Grphene - -1-1 1 Pore xis (Å) -1 1 Pore xis (Å) Supplementry Figure 1 Energy Brriers.
More informationSpecial Relativity solved examples using an Electrical Analog Circuit
1-1-15 Specil Reltivity solved exmples using n Electricl Anlog Circuit Mourici Shchter mourici@gmil.com mourici@wll.co.il ISRAE, HOON 54-54855 Introduction In this pper, I develop simple nlog electricl
More informationSection 6: Area, Volume, and Average Value
Chpter The Integrl Applied Clculus Section 6: Are, Volume, nd Averge Vlue Are We hve lredy used integrls to find the re etween the grph of function nd the horizontl xis. Integrls cn lso e used to find
More informationSolutions to Supplementary Problems
Solutions to Supplementry Problems Chpter 8 Solution 8.1 Step 1: Clculte the line of ction ( x ) of the totl weight ( W ).67 m W = 5 kn W 1 = 16 kn 3.5 m m W 3 = 144 kn Q 4m Figure 8.10 Tking moments bout
More information( ) as a fraction. Determine location of the highest
AB Clculus Exm Review Sheet - Solutions A. Preclculus Type prolems A1 A2 A3 A4 A5 A6 A7 This is wht you think of doing Find the zeros of f ( x). Set function equl to 0. Fctor or use qudrtic eqution if
More informationExamples Using both 2-D sections from Figure 3, data has been modeled for (acoustic) P and (elastic) S wave field
Suslt illumintion studies through longitudinl nd trnsversl wve propgtion Riz Ali *, Jn Thorecke nd Eric Verschuur, Delft University of Technology, The Netherlnds Copyright 2007, SBGf - Sociedde Brsileir
More informationGoals: Determine how to calculate the area described by a function. Define the definite integral. Explore the relationship between the definite
Unit #8 : The Integrl Gols: Determine how to clculte the re described by function. Define the definite integrl. Eplore the reltionship between the definite integrl nd re. Eplore wys to estimte the definite
More informationFully Kinetic Simulations of Ion Beam Neutralization
Fully Kinetic Simultions of Ion Bem Neutrliztion Joseph Wng University of Southern Cliforni Hideyuki Usui Kyoto University E-mil: josephjw@usc.edu; usui@rish.kyoto-u.c.jp 1. Introduction Ion em emission/neutrliztion
More informationEnhanced Photocatalytic CO 2 -Reduction Activity of Anatase TiO 2 by Coexposed {001} and {101} Facets
Supplementry Informtion for the Journl of Americn Chemicl Society The Americn Chemicl Society 04 Enhnced Photoctlytic CO -Reduction Activity of Antse TiO y Coexposed {00} nd {0} Fcets Jiguo Yu,*, Jingxing
More informationANALYSIS OF FAST REACTORS SYSTEMS
ANALYSIS OF FAST REACTORS SYSTEMS M. Rghe 4/7/006 INTRODUCTION Fst rectors differ from therml rectors in severl spects nd require specil tretment. The prsitic cpture cross sections in the fuel, coolnt
More information( ) where f ( x ) is a. AB Calculus Exam Review Sheet. A. Precalculus Type problems. Find the zeros of f ( x).
AB Clculus Exm Review Sheet A. Preclculus Type prolems A1 Find the zeros of f ( x). This is wht you think of doing A2 A3 Find the intersection of f ( x) nd g( x). Show tht f ( x) is even. A4 Show tht f
More informationGenetic Programming. Outline. Evolutionary Strategies. Evolutionary strategies Genetic programming Summary
Outline Genetic Progrmming Evolutionry strtegies Genetic progrmming Summry Bsed on the mteril provided y Professor Michel Negnevitsky Evolutionry Strtegies An pproch simulting nturl evolution ws proposed
More informationProbabilistic Investigation of Sensitivities of Advanced Test- Analysis Model Correlation Methods
Probbilistic Investigtion of Sensitivities of Advnced Test- Anlysis Model Correltion Methods Liz Bergmn, Mtthew S. Allen, nd Dniel C. Kmmer Dept. of Engineering Physics University of Wisconsin-Mdison Rndll
More informationUNIVERSITY OF KWAZULU-NATAL EXAMINATIONS: JUNE 2007
EXAMINATIONS: SUBJECT, COURSE AND CODE: HYDROLOGY 20 DURATION: HOURS TOTAL MARKS: 00 Internl Exminer : Ms ML Wrburton : Prof RE Schulze : Ms KT Chetty : Mr MJC Horn Externl Exminer : Prof PJT Roberts STUDENTS
More informationRates of chemical reactions
Rtes of chemicl rections Mesuring rtes of chemicl rections Experimentl mesuring progress of the rection Monitoring pressure in the rection involving gses 2 NO( g) 4 NO ( g) + O ( g) 2 5 2 2 n(1 α) 2αn
More informationDesigning Information Devices and Systems I Anant Sahai, Ali Niknejad. This homework is due October 19, 2015, at Noon.
EECS 16A Designing Informtion Devices nd Systems I Fll 2015 Annt Shi, Ali Niknejd Homework 7 This homework is due Octoer 19, 2015, t Noon. 1. Circuits with cpcitors nd resistors () Find the voltges cross
More informationp-adic Egyptian Fractions
p-adic Egyptin Frctions Contents 1 Introduction 1 2 Trditionl Egyptin Frctions nd Greedy Algorithm 2 3 Set-up 3 4 p-greedy Algorithm 5 5 p-egyptin Trditionl 10 6 Conclusion 1 Introduction An Egyptin frction
More informationExample. Have precipitation and streamflow data, need to estimate losses
Excess Rinfll Excess rinfll Rinfll tht is neither retined on the lnd surfce nor infiltrted into the soil Grph of excess rinfll versus time is clled excess rinfll hyetogrph Direct runoff = observed stremflow
More information2 b. , a. area is S= 2π xds. Again, understand where these formulas came from (pages ).
AP Clculus BC Review Chpter 8 Prt nd Chpter 9 Things to Know nd Be Ale to Do Know everything from the first prt of Chpter 8 Given n integrnd figure out how to ntidifferentite it using ny of the following
More informationEffects of peripheral drilling moment on delamination using special drill bits
journl of mterils processing technology 01 (008 471 476 journl homepge: www.elsevier.com/locte/jmtprotec Effects of peripherl illing moment on delmintion using specil ill bits C.C. Tso,, H. Hocheng b Deprtment
More informationA Discussion on Formulas of Seismic Hydrodynamic Pressure
Interntionl Forum on Energy Environment Science nd Mterils (IFEESM 2017) A Discussion on Formuls of Seismic Hydrodynmic Pressure Liu Himing1 To Xixin2 1 Cin Mercnts Congqing Communiction Reserc & Design
More informationFig. 1. Open-Loop and Closed-Loop Systems with Plant Variations
ME 3600 Control ystems Chrcteristics of Open-Loop nd Closed-Loop ystems Importnt Control ystem Chrcteristics o ensitivity of system response to prmetric vritions cn be reduced o rnsient nd stedy-stte responses
More informationFlexible Beam. Objectives
Flexile Bem Ojectives The ojective of this l is to lern out the chllenges posed y resonnces in feedck systems. An intuitive understnding will e gined through the mnul control of flexile em resemling lrge
More informationThe area under the graph of f and above the x-axis between a and b is denoted by. f(x) dx. π O
1 Section 5. The Definite Integrl Suppose tht function f is continuous nd positive over n intervl [, ]. y = f(x) x The re under the grph of f nd ove the x-xis etween nd is denoted y f(x) dx nd clled the
More informationTopics Covered AP Calculus AB
Topics Covered AP Clculus AB ) Elementry Functions ) Properties of Functions i) A function f is defined s set of ll ordered pirs (, y), such tht for ech element, there corresponds ectly one element y.
More informationInfluence of deformation on metal structure in the forward microextrusion process
329 ISSN 1392 1207. MECHANIKA. 2015 Volume 21(4): 329 333 Influence of deformtion on metl structure in the forwrd microextrusion process K. Mogielnicki*, J. Piwnik** *Fculty of Mechnicl Engineering, Bilystok
More informationSeries Shockless Type Solenoid Operated / Solenoid Controlled Pilot Operated Directional Valves
DIRCIL CROLS Series Shockless ype Solenoid Operted / Solenoid Controlled ilot Operted Directionl Vlves he G-Series incorporte electronic circuits o enle djustment of the spool shifting time. specil spool
More informationDerivations for maximum likelihood estimation of particle size distribution using in situ video imaging
2 TWMCC Texs-Wisconsin Modeling nd Control Consortium 1 Technicl report numer 27-1 Derivtions for mximum likelihood estimtion of prticle size distriution using in situ video imging Pul A. Lrsen nd Jmes
More informationQUADRATURE is an old-fashioned word that refers to
World Acdemy of Science Engineering nd Technology Interntionl Journl of Mthemticl nd Computtionl Sciences Vol:5 No:7 011 A New Qudrture Rule Derived from Spline Interpoltion with Error Anlysis Hdi Tghvfrd
More informationDesigning Information Devices and Systems I Fall 2016 Babak Ayazifar, Vladimir Stojanovic Homework 6. This homework is due October 11, 2016, at Noon.
EECS 16A Designing Informtion Devices nd Systems I Fll 2016 Bk Ayzifr, Vldimir Stojnovic Homework 6 This homework is due Octoer 11, 2016, t Noon. 1. Homework process nd study group Who else did you work
More informationAB Calculus Review Sheet
AB Clculus Review Sheet Legend: A Preclculus, B Limits, C Differentil Clculus, D Applictions of Differentil Clculus, E Integrl Clculus, F Applictions of Integrl Clculus, G Prticle Motion nd Rtes This is
More informationNew Expansion and Infinite Series
Interntionl Mthemticl Forum, Vol. 9, 204, no. 22, 06-073 HIKARI Ltd, www.m-hikri.com http://dx.doi.org/0.2988/imf.204.4502 New Expnsion nd Infinite Series Diyun Zhng College of Computer Nnjing University
More information0.1 THE REAL NUMBER LINE AND ORDER
6000_000.qd //0 :6 AM Pge 0-0- CHAPTER 0 A Preclculus Review 0. THE REAL NUMBER LINE AND ORDER Represent, clssify, nd order rel numers. Use inequlities to represent sets of rel numers. Solve inequlities.
More informationConvert the NFA into DFA
Convert the NF into F For ech NF we cn find F ccepting the sme lnguge. The numer of sttes of the F could e exponentil in the numer of sttes of the NF, ut in prctice this worst cse occurs rrely. lgorithm:
More information( ) Same as above but m = f x = f x - symmetric to y-axis. find where f ( x) Relative: Find where f ( x) x a + lim exists ( lim f exists.
AP Clculus Finl Review Sheet solutions When you see the words This is wht you think of doing Find the zeros Set function =, fctor or use qudrtic eqution if qudrtic, grph to find zeros on clcultor Find
More informationPsychrometric Applications
Psychrometric Applictions The reminder of this presenttion centers on systems involving moist ir. A condensed wter phse my lso be present in such systems. The term moist irrefers to mixture of dry ir nd
More information6. Photoionization of acridine through singlet and triplet channels
Chpter 6: Photoioniztion of cridine through singlet nd triplet chnnels 59 6. Photoioniztion of cridine through singlet nd triplet chnnels Photoioinztion of cridine (Ac) in queous micelles hs not yet een
More informationCBE 291b - Computation And Optimization For Engineers
The University of Western Ontrio Fculty of Engineering Science Deprtment of Chemicl nd Biochemicl Engineering CBE 9b - Computtion And Optimiztion For Engineers Mtlb Project Introduction Prof. A. Jutn Jn
More informationHints for Exercise 1 on: Current and Resistance
Hints for Exercise 1 on: Current nd Resistnce Review the concepts of: electric current, conventionl current flow direction, current density, crrier drift velocity, crrier numer density, Ohm s lw, electric
More informationNon-Linear & Logistic Regression
Non-Liner & Logistic Regression If the sttistics re boring, then you've got the wrong numbers. Edwrd R. Tufte (Sttistics Professor, Yle University) Regression Anlyses When do we use these? PART 1: find
More informationDriving Cycle Construction of City Road for Hybrid Bus Based on Markov Process Deng Pan1, a, Fengchun Sun1,b*, Hongwen He1, c, Jiankun Peng1, d
Interntionl Industril Informtics nd Computer Engineering Conference (IIICEC 15) Driving Cycle Construction of City Rod for Hybrid Bus Bsed on Mrkov Process Deng Pn1,, Fengchun Sun1,b*, Hongwen He1, c,
More informationCOUPLING OF DAMAGE MECHANICS AND PROBABILISTIC APPROACH FOR LIFE-TIME PREDICTION OF COMPOSITE STRUCTURES
ORAL/POSTER REFERENCE : COUPLING OF DAMAGE MECHANICS AND PROBABILISTIC APPROACH FOR LIFE-TIME PREDICTION OF COMPOSITE STRUCTURES Y. Bruner, J. Renrd, D. Jeulin nd A. Thionnet Centre des Mtériux Pierre-Mrie
More informationCharacterization of Impact Test Response of PCCP with System Identification Approaches
7th World Conference on Nondestructive Testing, 25-28 Oct 2008, Shnghi, Chin Chrcteriztion of Impct Test Response of PCCP with System Identifiction Approches Astrct Zheng LIU, Alex WANG, nd Dennis KRYS
More informationReview of Gaussian Quadrature method
Review of Gussin Qudrture method Nsser M. Asi Spring 006 compiled on Sundy Decemer 1, 017 t 09:1 PM 1 The prolem To find numericl vlue for the integrl of rel vlued function of rel vrile over specific rnge
More informationMASKING OF FERROMAGNETIC ELLIPTICAL SHELL IN TRANSVERSE MAGNETIC FIELD
POZNAN UNVE RSTY OF TE HNOLOGY AADE M JOURNALS No 7 Electricl Engineering Kzimierz JAKUUK* Mirosł WOŁOSZYN* Peł ZMNY* MASKNG OF FERROMAGNET ELLPTAL SHELL N TRANSVERSE MAGNET FELD A ferromgnetic oject,
More informationUnit 3: Direct current and electric resistance Electric current and movement of charges. Intensity of current and drift speed. Density of current in
Unit 3: Direct current nd electric resistnce Electric current nd movement of chrges. ntensity of current nd drift speed. Density of current in homogeneous currents. Ohm s lw. esistnce of homogeneous conductor
More informationINVESTIGATION OF BURSA, ESKIKARAAGAC USING VERTICAL ELECTRICAL SOUNDING METHOD
INVESTIGATION OF BURSA, ESKIKARAAGAC USING VERTICAL ELECTRICAL SOUNDING METHOD Gökçen ERYILMAZ TÜRKKAN, Serdr KORKMAZ Uludg University, Civil Engineering Deprtment, Burs, Turkey geryilmz@uludg.edu.tr,
More informationProblems for HW X. C. Gwinn. November 30, 2009
Problems for HW X C. Gwinn November 30, 2009 These problems will not be grded. 1 HWX Problem 1 Suppose thn n object is composed of liner dielectric mteril, with constnt reltive permittivity ɛ r. The object
More informationdy ky, dt where proportionality constant k may be positive or negative
Section 1.2 Autonomous DEs of the form 0 The DE y is mthemticl model for wide vriety of pplictions. Some of the pplictions re descried y sying the rte of chnge of y(t) is proportionl to the mount present.
More informationPlates on elastic foundation
Pltes on elstic foundtion Circulr elstic plte, xil-symmetric lod, Winkler soil (fter Timoshenko & Woinowsky-Krieger (1959) - Chpter 8) Prepred by Enzo Mrtinelli Drft version ( April 016) Introduction Winkler
More information200 points 5 Problems on 4 Pages and 20 Multiple Choice/Short Answer Questions on 5 pages 1 hour, 48 minutes
PHYSICS 132 Smple Finl 200 points 5 Problems on 4 Pges nd 20 Multiple Choice/Short Answer Questions on 5 pges 1 hour, 48 minutes Student Nme: Recittion Instructor (circle one): nme1 nme2 nme3 nme4 Write
More information