COMBINED HIGH AND LOW CYCLE FATIGUE MODEL FOR PREDICTION OF STEEL BRIDGE LIVES
|
|
- Leo Edwards
- 6 years ago
- Views:
Transcription
1 505 COMBINED HIGH AND LOW CYCLE FATIGUE MODEL FOR PREDICTION OF STEEL BRIDGE LIVES M. OHGA *, K. KARUNANANDA, P.B.R. DISSANAYAKE 2 and S.A.S.C. SIRIWARDANE 3 Department of Cvl and Envronmental Engneerng, Ehme Unverst, Matsama, Japan 2 Department of Cvl Engneerng, Unverst of Peradena, Peradena, Sr Lanka 3 Department of Cvl and Envronment Engneerng, Unverst of Rhna, Galle, Sr Lanka ABSTRACT A new fatge model s presented to predct lfe of steel brdges for combned hgh and low ccle fatge. It conssts of a modfed stran-lfe crve and a new stran based damage ndex. The damage varable s based on a modfed von Mses valent stran to accont for effects of loadng non-proportonalt and stran path orentaton n mltaxal stress state. The proposed model was verfed wth expermental test reslts of two materals, avalable n the lteratre. Then, the proposed model was appled to a wroght ron ralwa brdge to estmate the fatge lfe de to sal traffc and earthqake loadngs. The obtaned reslts confrm the mportance and effectveness of the proposed model over commonl sed Mner s rle based lfe predcton of steel brdges. Kewords: Hgh ccle fatge, Low ccle fatge, Steel brdges, Lfe predcton, Earthqake loadng.. Introdcton Brdges are generall sbjected to hgh ccle fatge (HCF) de to low ampltde loadng b sal traffc drng ther servce lfe. However, the ma be sbjected to low ccle fatge (LCF) de to hgh ampltde loadngs sch as earthqake loadngs. The combned damage of HCF and LCF ma be a reason for a mch redced lfe (Kondo and Oka 2007). Most of fatge lfe estmaton of brdges s concentrated on mltaxal hgh ccle fatge. There s almost no lteratre consderng the combned damage of HCF and LCF of brdges. In other felds sch as arcraft engneerng, von Mses valent stran and Coffn-Manson stran-lfe crve are sed wth the Mner s rle as the general method to estmate the lfe for combned damage of HCF and LCF (Sresh 998). However, von Mses valent stran cannot captre the effects de to non-proportonal loadng and orentaton of stran path (Borod and Strzhalo 2000). The Mner s rle s the smplest and the most wdel sed fatge lfe predcton technqe. However nder man varable ampltde loadng condtons, Mner s rle based lfe predctons have been fond to be nrelable snce t cannot captre loadng sence effect (Srwardane et al. 2008). These reasons rase the qeston abot accrac of the Mner s rle based lfe estmaton for combned damage of HCF and LCF n brdges whch are generall sbjected varable ampltde * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
2 506 loadng and mltaxal stress state. Therefore, t s necessar to have a dfferent model, whch s based on commonl avalable materal propertes, to estmate more accratel the lfe for combned damage of HCF and LCF de to varable ampltde loadng. The objectve of ths paper s to propose a new model to accratel estmate the fatge lfe (crack ntaton lfe) when a brdge s sbjected to combned damage of HCF and LCF. Intall, the proposed combned HCF and LCF s presented. Then, verfcaton of the model s dscssed. Fnall, the proposed model s appled to an exstng ralwa brdge to estmate fatge lfe. 2. Proposed fatge model Ths secton proposes the new fatge model to estmate lfe of steel strctres. Intall, the detals relevant to proposed damage varable, modfed stran-lfe fatge crve are dscssed. Then, the proposed damage ndcator s explaned. 2.. Damage varable The damage varable for combned HCF and LCF s gven as (Borod and Strzhalo 2000), ( + αφ)( + ksnϕ) VM () where s the valent stran ampltde, α s the materal parameter for loadng non-proportonalt, φ s the ccle non-proportonalt parameter, k s the materal parameter for stran path orentaton, ϕ s the angle from the prncpal drecton to the appled stran path and VM s the von Mses stran as gven, VM ( xx ) + ( zz ) + ( zz xx ) + ( γ x + γ z + γ zx ) ( 2 ( )) 2 (2) + ν where ν s the Posson s rato. and γ are the axal and shear stran ampltdes n respectve planes. / Stran-lfe crve It s necessar to modf the stran-lfe fatge crve n HCF regme n order to consder the combned damage of HCF and LCF. The proposed crve conssts of two parts as shown n Fgre. The frst part of the crve descrbes fatge lfe of plastc stran ccles whch sall affect LCF. To descrbe ths part, Coffn-Manson stran-lfe crve s tlzed as shown below. σ + E f b c (2N) f (2N) (3) where s the valent stran ampltde, N s the nmber of ccles to falre, σ s the fatge strength coeffcent, b s the fatge strength exponent, s the fatge dctlt coeffcent, c s the fatge f dctlt exponent and E s the elastc modls of the materal. f * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
3 507 ULCF Log ( ) ( +) f σ b (2N ) + f (2N ) E c ( ) () e N ) ( + R N N ( N n ) Log (N) N ( + ) R N N e Fgre : Schematc representaton of the proposed stran-lfe crve N e N + + b N N e The ltmate stran of low ccle fatge ( ) whch s the valent stran ampltde correspondng to ULCF falre n half reversal (a qarter of a ccle) s obtaned from Eq. (3) as, ) (4) ( ULCF f The second part of the crve descrbes the fatge lfe of elastc stran ccles whch sall affects HCF. Ths part of crve represents hpothetcal fll known crve. The shape of the crve s obtaned b drectl transformng the prevos fll known stress-lfe crve (Srwardane et al. 2008) to elastc stran-lfe crve as shown below. b N + N (5) e N N + e where e s the stran ampltde of the fatge lmt, N e s the correspondng nmber of ccles to falre. The and N are the eld stran and the correspondng nmber of ccles to falre. The b s the slope of the fnte lfe regon of the crve. The correspondng to half reversal (a qarter of a ccle) s expressed as, ( ) s the ltmate stran of HCF whch s the elastc stran ampltde σ ( ) (6) E where σ s the ltmate tensle strength of the materal. The N s the nmber ccles correspondng to the ntersecton of the tangent lne of the fnte lfe regon and the horzontal asmptote of the ltmate elastc stran ampltde ( ) as shown n Fgre. * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
4 Damage ndcator A new damage ndcator The proposed damage ndcator consders combned damage of HCF and LCF de to varable ampltde loadng. Sppose a component s sbjected to a certan valent stran ampltde ( ) of n nmber of ccles at load level. N s the fatge lfe (nmber of ccles to falre) correspondng to ( ) (Fgre ). Therefore, the redced lfe at the load level s obtaned as (N n ). The damage valent stran ( ) () (Fgre ), correspondng to the falre lfe (N n ) s defned as th level damage valent stran. Then, the new damage ndcator, D s stated as, D (7) ( )( ) ( ) where the ( ) ( ) ( ) s n nmber of ccles at If If ) ( ) ( > ( + N nmber of ccles at ( ) ) e ) ULCF ( ( ) (from Fg : stran-lfe crve) N R N n : Resdal lfe ( ) () : Eqvalent stran (from Fg : stran-lfe crve) D ( )( ) ( ) ( ) ( ) D D If D < No No ( ) ( ) ULCF ( ) ( ) < (8) n : nmber of ccles at If ( ) No Fatge falre ( ) At the end of th loadng level ( ), damage D has been accmlated (occrred) de to the effect of loadng ccles, the damage s transformed to load level as below. D (9) ( ) ( ) ( ) ( ) ( ) ( ) Damage transformaton from prevos step to next step ( ) ULCF ( ) ( ) D D ( )( ) ( ) ( ) If ( ) ( + ) > ( ) e No and ( ) s expressed, N ( + : nmber of ccles ) R ( ) ( ) (from Fg : stran-lfe crve) ( ) Then, ULCF s the damage valent stran at loadng level ( ) ( ) and t s calclated as, D ( ) [( ) ( ) ] + ( ) ( ) + () ( ) ( ) < (0) N ( ) R N( ) R n : Resdal lfe ( ) ( + ) : Eqvalent stran for N ( + ) R nmber of ccles (from Fg : stran-lfe crve) D ( + ) ( ) ( ) ( + ) ( ) ( ) Fgre 2: Flow chart of the proposed damage + + ndcator + The correspondng valent nmber of ccles to falre s obtaned from the stran-lfe crve as N ( +) R * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
5 509 shown n Fgre. The ( ) s the stran at the level and spposng that t s sbjected to n nmber ( ) of ccles, then the correspondng resdal lfe at load level, N ( ) R N ( ) R n( ) N ) R ( + s calclated as, (2) Therefore, stran, ( ) ( + ) whch corresponds to N ( I + ) R at load level, s obtaned from the stran-lfe crve as shown n Fgre. Then the cmlatve damage at the end of load level s defned as, D( + ) (3) ( ) ( ) ( ) ( ) ( ) Ths s carred ot ntl D s al to. Flow chart of the damage ndcator s gven Fgre Verfcaton of the proposed model Ths secton explans the verfcaton of the proposed fatge model b comparng fatge test reslts avalable n the lteratre. Two expermental test reslts were sed: S45C steel and Hanes Verfcaton for S45C Steel Fatge tests performed b Chen et al were sed to verf the proposed fatge model. Axal (A) and torsonal (T) testng were performed n HCF and LCF regmes. The parameter, k, s estmated as 0.5 from the constant ampltde fatge tests (Km et al 999). Then, fatge lves of the proposed model and Mner s rle based prevos model are estmated as gven Table. Table Expermental smmar and predcted fatge lves of S45C steel Frst load level Second load level Predcted lfe Test Stran ampltde No of ccles (n ) Stran ampltde No of ccles (n 2 ) Expermental lfe (n +n 2 ) Prevos model Proposed model AT AT AT AT AT TA TA TA TA TA TA * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
6 50 The percentage varatons of the predctons are determned wth the expermental reslts. The prevos model gves a percentage varaton of 23.9 % whle the proposed model gves a vale of 6.2 %. Therefore, the proposed model based fatge lves are more accrate than prevos model predctons Verfcaton for Hanes 88 Fatge test performed b Kallr and Bonacse 2002 were sed verf the proposed fatge model. Axal (A) and torsonal (T) testngs have been performed n dfferent sences (AA, AT, TT and TA). The parameter, k was estmated as 0.7 from constant ampltde tests gven (Kallr and Bonacse 999). Expermental reslts were compared wth the predcted lves of the proposed fatge model. In addton, the prevos model sed wth the Mner s rle was also sed n ths case. The obtaned comparsons are gven n Table 2. Table 2 Expermental smmar and predcted fatge lves of Hanes 88 Frst load level Second load level Predcted lfe Test Stran ampltde No of ccles (n ) Stran ampltde No of ccles (n 2 ) Expermental lfe (n +n 2 ) Prevos model Proposed method AA AA AA AA TT TT TT TT TT AT AT AT AT TA TA TA TA The percentage varatons of prevos model predctons wth expermental reslts were estmated as 0.74 % whle the proposed model has a percentage varaton of 0.62 %. Therefore, the predcted fatge lves b the proposed fatge model are more accrate than prevos model predctons. * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
7 5 4. Case std: fatge lfe estmaton of a brdge member The proposed model was appled to a wroght ron ralwa brdge member to estmate the fatge lfe de to traffc and earthqake loadngs. The selected brdge s stated near Colombo n Sr Lanka and one of ts members was selected for lfe estmaton. The evalatons are especall based on secondar stresses and strans, whch are generated arond the rveted connecton of the member de to stress concentraton effect of prmar stresses cased b sal traffc and earthqake loadngs. The selected member s shown n Fgre 3 (a) and (b). Consdered member (a) (b) Fgre 3: Vews of (a) the brdge; (b) consdered member The combned damage of HCF and LCF s evalated consderng all sx rvets are actve whle all the rveted locatons have no clampng force. The clampng force s generall defned as the compressve force n the plates whch s ndced b the resdal tensle force n the rvet. Snce ths std assmes that the rveted locatons have no clampng force (vale of clampng force s zero), the connected members are consdered to sbject to the baxal stress state. Therefore, a crtcal member wthot rvets can be consdered to analze the baxal state of stress of a 2D fnte element analss. The nne node sopermetrc shell elements were sed for the FE analss. Earthqake was consdered to occr at dfferent tmes n the brdge lfe as shown n Table 3. It s assmed that sal traffc load s followed after the earthqake. The fatge lfe of the member was estmated sng approaches: () proposed model; (2) prevos model (Coffn-Manson crve wth the Mner s rle). The obtaned reslts are gven n Table 3. The reslts ndcate that combned damage of HCF and LCF cases an apprecable redcton of brdge lfe. For the proposed model, percentage redcton of lfe s the hghest when the earthqake occrs at 50 ears. If the earthqake ampltde s ncreased, the maxmm percentage redcton occrs before 50 ears. For the prevos model, the redcton of servce lfe s constant rrespectve of tme of earthqake occrrence snce Mner s rle cannot captre the loadng sence effect. Comparson of fatge lfe reveals that the proposed model predctons dffer from the prevos model predctons. Ths verfes that the proposed stran-lfe crve wth new damage ndcator better represent the combned HCF and LCF behavor than Coffn-Manson relatonshp wth Mner s rle. Table 3 Fatge lfe of the member for dfferent earthqake occrrences * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
8 52 Prevos model (Mner s rle) Proposed model Tme of Fatge lfe Percentage Fatge lfe Percentage earthqake* (ears) (ears) redcton of lfe (%) (ears) redcton of lfe (%) No earthqake *After constrcton The dfferences of case std reslts confrm the mportance of accrate combned HCF and LCF model to estmate the fatge lfe of exstng steel brdges. 5. Conclsons A new model for combned damage of HCF and LCF was proposed to estmate lfe of steel brdge. A verfcaton of the proposed model was condcted b comparng the predcted lves wth expermental lves of two materals. It was shown that the proposed fatge model gves an accrate fatge lfe for combned damage of HCF and LCF where detaled stress hstores are known. The proposed fatge model was appled to estmate the fatge lfe of a wroght ron ralwa brdge Case std realzed the mportance of consderaton of the earthqake ndced LCF damage n addton to HCF damage de to sal traffc loadng n steel brdges. The mportance and effectveness of accrate predcton of combned damage of HCF and LCF was also confrmed. References Bonacse P and Kallr S (2002). Senced axal and torsonal cmlatve fatge: low ampltde followed b hgh ampltde loadng, Baxal/Mltaxal Fatge and Fractre, Elsever. Borod MV and Strzhalo VA (2000). Analss of expermental data on a low ccle fatge nder nonproportonal stran hardenng, Internatonal Jornal of Fatge, 22(4), pp Chen X, Jn D and Km KS (2006). Fatge damage of medm carbon steel nder sental applcaton of axal and torsonal loadng, Fatge and Fractre of Engneerng Materals and Technolog, 29(3), pp Kallr S and Bonacse PJ (999). Cmlatve axal and torsonal fatge: an nvestgaton of load-tpe sencng effects, Smposm of mltaxal fatge and deformaton: testng and predcton, Seattle, USA. Km KS, Park JC and Lee JW (999). Mltaxal fatge nder varable ampltde loads, Jornal of Engneerng Materals and Technolog, 2(3), pp Kondo Y and Oka K (2007). The effect of sesmc loadng on the fatge strength of welded jonts. Materal Scence and Engneerng A , pp Srwardane S, Ohga M, Dssanaake R and Tanwak K (2008). Applcaton of new damage ndcator-based sental law for remanng fatge lfe estmaton of ralwa brdges. Jornal of Constrctonal Steel Research. 64(2), pp Sresh S (998). Fatge of Materals, UK: Cambrdge Unverst Press, Cambrdge. * Correspondng athor, Tel/Fax: , E-mal: ohga@cee.ehme-.ac.jp
MEMBRANE ELEMENT WITH NORMAL ROTATIONS
9. MEMBRANE ELEMENT WITH NORMAL ROTATIONS Rotatons Mst Be Compatble Between Beam, Membrane and Shell Elements 9. INTRODUCTION { XE "Membrane Element" }The comple natre of most bldngs and other cvl engneerng
More informationOFF-AXIS MECHANICAL PROPERTIES OF FRP COMPOSITES
ICAMS 204 5 th Internatonal Conference on Advanced Materals and Systems OFF-AXIS MECHANICAL PROPERTIES OF FRP COMPOSITES VLAD LUPĂŞTEANU, NICOLAE ŢĂRANU, RALUCA HOHAN, PAUL CIOBANU Gh. Asach Techncal Unversty
More informationResearch Note NONLINEAR ANALYSIS OF SEMI-RIGID FRAMES WITH RIGID END SECTIONS * S. SEREN AKAVCI **
Iranan Jornal of Scence & Technology, Transacton, Engneerng, Vol., No., pp 7-7 rnted n The Islamc Repblc of Iran, 7 Shraz Unversty Research Note NONLINER NLYSIS OF SEMI-RIGID FRMES WIT RIGID END SECTIONS
More informationTraceability and uncertainty for phase measurements
Traceablty and ncertanty for phase measrements Karel Dražl Czech Metrology Insttte Abstract In recent tme the problems connected wth evalatng and expressng ncertanty n complex S-parameter measrements have
More informationStatistical Evaluation of WATFLOOD
tatstcal Evaluaton of WATFLD By: Angela MacLean, Dept. of Cvl & Envronmental Engneerng, Unversty of Waterloo, n. ctober, 005 The statstcs program assocated wth WATFLD uses spl.csv fle that s produced wth
More informationLifetime prediction of EP and NBR rubber seal by thermos-viscoelastic model
ECCMR, Prague, Czech Republc; September 3 th, 2015 Lfetme predcton of EP and NBR rubber seal by thermos-vscoelastc model Kotaro KOBAYASHI, Takahro ISOZAKI, Akhro MATSUDA Unversty of Tsukuba, Japan Yoshnobu
More informationBAR & TRUSS FINITE ELEMENT. Direct Stiffness Method
BAR & TRUSS FINITE ELEMENT Drect Stness Method FINITE ELEMENT ANALYSIS AND APPLICATIONS INTRODUCTION TO FINITE ELEMENT METHOD What s the nte element method (FEM)? A technqe or obtanng approxmate soltons
More informationC PLANE ELASTICITY PROBLEM FORMULATIONS
C M.. Tamn, CSMLab, UTM Corse Content: A ITRODUCTIO AD OVERVIEW mercal method and Compter-Aded Engneerng; Phscal problems; Mathematcal models; Fnte element method. B REVIEW OF -D FORMULATIOS Elements and
More informationCOMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD
COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,
More informationThis column is a continuation of our previous column
Comparson of Goodness of Ft Statstcs for Lnear Regresson, Part II The authors contnue ther dscusson of the correlaton coeffcent n developng a calbraton for quanttatve analyss. Jerome Workman Jr. and Howard
More informationModal Strain Energy Decomposition Method for Damage Detection of an Offshore Structure Using Modal Testing Information
Thrd Chnese-German Jont Symposum on Coastal and Ocean Engneerng Natonal Cheng Kung Unversty, Tanan November 8-16, 2006 Modal Stran Energy Decomposton Method for Damage Detecton of an Offshore Structure
More informationPART 8. Partial Differential Equations PDEs
he Islamc Unverst of Gaza Facult of Engneerng Cvl Engneerng Department Numercal Analss ECIV 3306 PAR 8 Partal Dfferental Equatons PDEs Chapter 9; Fnte Dfference: Ellptc Equatons Assocate Prof. Mazen Abualtaef
More informationEVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES
EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge
More informationFatigue Life Prediction Based on Variable Amplitude Tests
3 Gaussskt (R=0) Lnljärt (R=0) Hällered (R= 1) F eq / Ekvvalent vdd [kn] 2 1 N = 7.11e+006 S 5.74 10 4 10 5 10 6 10 7 10 8 N / Antalet cykler tll brott Thomas Svensson Jacques de Maré Acknowledgements
More informationEQUATION CHAPTER 1 SECTION 1STRAIN IN A CONTINUOUS MEDIUM
EQUTION HPTER SETION STRIN IN ONTINUOUS MEIUM ontent Introdcton One dmensonal stran Two-dmensonal stran Three-dmensonal stran ondtons for homogenety n two-dmensons n eample of deformaton of a lne Infntesmal
More informationExponential Type Product Estimator for Finite Population Mean with Information on Auxiliary Attribute
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 193-9466 Vol. 10, Issue 1 (June 015), pp. 106-113 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) Exponental Tpe Product Estmator
More informationComposite model 131: Ply types 1 and 7 calibration
Composte model 3: Ply types and 7 calbraton Model calbraton Composte Global Ply model 3 for elastc, damage and falre PAM-CRASH materal model 3 s for mlt-layered composte shell elements. Wthn ths model
More informationCHAPTER 9 CONCLUSIONS
78 CHAPTER 9 CONCLUSIONS uctlty and structural ntegrty are essentally requred for structures subjected to suddenly appled dynamc loads such as shock loads. Renforced Concrete (RC), the most wdely used
More informationFinite Element Modelling of truss/cable structures
Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures
More informationExact Solutions for Nonlinear D-S Equation by Two Known Sub-ODE Methods
Internatonal Conference on Compter Technology and Scence (ICCTS ) IPCSIT vol. 47 () () IACSIT Press, Sngapore DOI:.7763/IPCSIT..V47.64 Exact Soltons for Nonlnear D-S Eqaton by Two Known Sb-ODE Methods
More informationELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM
ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look
More informationSuppression of Low-frequency Lateral Vibration in Tilting Vehicle Controlled by Pneumatic Power
Challenge D: A world of servces for passengers Sppresson of Low-freqency Lateral Vbraton n ltng Vehcle Controlled by Pnematc Power A. Kazato, S.Kamoshta Ralway echncal Research Insttte, okyo, Japan. Introdcton
More informationIntroduction to elastic wave equation. Salam Alnabulsi University of Calgary Department of Mathematics and Statistics October 15,2012
Introdcton to elastc wave eqaton Salam Alnabls Unversty of Calgary Department of Mathematcs and Statstcs October 15,01 Otlne Motvaton Elastc wave eqaton Eqaton of moton, Defntons and The lnear Stress-
More informationCOMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
More informationModeling Mood Variation and Covariation among Adolescent Smokers: Application of a Bivariate Location-Scale Mixed-Effects Model
Modelng Mood Varaton and Covaraton among Adolescent Smokers: Applcaton of a Bvarate Locaton-Scale Mxed-Effects Model Oksana Pgach, PhD, Donald Hedeker, PhD, Robn Mermelsten, PhD Insttte for Health Research
More informationNumerical Solution of Ordinary Differential Equations
Numercal Methods (CENG 00) CHAPTER-VI Numercal Soluton of Ordnar Dfferental Equatons 6 Introducton Dfferental equatons are equatons composed of an unknown functon and ts dervatves The followng are examples
More informationChapter 13: Multiple Regression
Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to
More informationGeneral displacement arch-cantilever element method for stress analysis of arch dam
Water Scence and Engneerng, 009, (): 3-4 do:0.388/j.ssn.674-370.009.0.004 http://kkb.hhu.edu.cn e-mal: wse@hhu.edu.cn General dsplacement arch-cantlever element method for stress analyss of arch dam Hao
More informationThe Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites
7 Asa-Pacfc Engneerng Technology Conference (APETC 7) ISBN: 978--6595-443- The Two-scale Fnte Element Errors Analyss for One Class of Thermoelastc Problem n Perodc Compostes Xaoun Deng Mngxang Deng ABSTRACT
More informationLecture 8 Modal Analysis
Lecture 8 Modal Analyss 16.0 Release Introducton to ANSYS Mechancal 1 2015 ANSYS, Inc. February 27, 2015 Chapter Overvew In ths chapter free vbraton as well as pre-stressed vbraton analyses n Mechancal
More informationStructural Dynamics and Earthquake Engineering
Structural Dynamcs and Earthuake Engneerng Course 9 Sesmc-resstant desgn of structures (1) Sesmc acton Methods of elastc analyss Course notes are avalable for download at http://www.ct.upt.ro/users/aurelstratan/
More informationComparison of the Population Variance Estimators. of 2-Parameter Exponential Distribution Based on. Multiple Criteria Decision Making Method
Appled Mathematcal Scences, Vol. 7, 0, no. 47, 07-0 HIARI Ltd, www.m-hkar.com Comparson of the Populaton Varance Estmators of -Parameter Exponental Dstrbuton Based on Multple Crtera Decson Makng Method
More informationSimulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests
Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth
More informationSTAT 511 FINAL EXAM NAME Spring 2001
STAT 5 FINAL EXAM NAME Sprng Instructons: Ths s a closed book exam. No notes or books are allowed. ou may use a calculator but you are not allowed to store notes or formulas n the calculator. Please wrte
More informationx = , so that calculated
Stat 4, secton Sngle Factor ANOVA notes by Tm Plachowsk n chapter 8 we conducted hypothess tests n whch we compared a sngle sample s mean or proporton to some hypotheszed value Chapter 9 expanded ths to
More informationAE/ME 339. K. M. Isaac. 8/31/2004 topic4: Implicit method, Stability, ADI method. Computational Fluid Dynamics (AE/ME 339) MAEEM Dept.
AE/ME 339 Comptatonal Fld Dynamcs (CFD) Comptatonal Fld Dynamcs (AE/ME 339) Implct form of dfference eqaton In the prevos explct method, the solton at tme level n,,n, depended only on the known vales of,
More informationA comprehensive study: Boundary conditions for representative volume elements (RVE) of composites
Insttute of Structural Mechancs A comprehensve study: Boundary condtons for representatve volume elements (RVE) of compostes Srhar Kurukur A techncal report on homogenzaton technques A comprehensve study:
More informationNUMERICAL RESULTS QUALITY IN DEPENDENCE ON ABAQUS PLANE STRESS ELEMENTS TYPE IN BIG DISPLACEMENTS COMPRESSION TEST
Appled Computer Scence, vol. 13, no. 4, pp. 56 64 do: 10.23743/acs-2017-29 Submtted: 2017-10-30 Revsed: 2017-11-15 Accepted: 2017-12-06 Abaqus Fnte Elements, Plane Stress, Orthotropc Materal Bartosz KAWECKI
More informationGEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE
GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE Prof. J. N. Mandal Department of cvl engneerng, IIT Bombay, Powa, Mumba 400076, Inda. Tel.022-25767328 emal: cejnm@cvl.tb.ac.n Module - 9 LECTURE - 48
More informationSTUDY OF A THREE-AXIS PIEZORESISTIVE ACCELEROMETER WITH UNIFORM AXIAL SENSITIVITIES
STUDY OF A THREE-AXIS PIEZORESISTIVE ACCELEROMETER WITH UNIFORM AXIAL SENSITIVITIES Abdelkader Benchou, PhD Canddate Nasreddne Benmoussa, PhD Kherreddne Ghaffour, PhD Unversty of Tlemcen/Unt of Materals
More informationNON LINEAR ANALYSIS OF STRUCTURES ACCORDING TO NEW EUROPEAN DESIGN CODE
October 1-17, 008, Bejng, Chna NON LINEAR ANALYSIS OF SRUCURES ACCORDING O NEW EUROPEAN DESIGN CODE D. Mestrovc 1, D. Czmar and M. Pende 3 1 Professor, Dept. of Structural Engneerng, Faculty of Cvl Engneerng,
More informationEstimation of the composition of the liquid and vapor streams exiting a flash unit with a supercritical component
Department of Energ oltecnco d Mlano Va Lambruschn - 05 MILANO Eercses of Fundamentals of Chemcal rocesses rof. Ganpero Gropp Eercse 8 Estmaton of the composton of the lqud and vapor streams etng a unt
More information1. Inference on Regression Parameters a. Finding Mean, s.d and covariance amongst estimates. 2. Confidence Intervals and Working Hotelling Bands
Content. Inference on Regresson Parameters a. Fndng Mean, s.d and covarance amongst estmates.. Confdence Intervals and Workng Hotellng Bands 3. Cochran s Theorem 4. General Lnear Testng 5. Measures of
More informationUniformity of Deformation in Element Testing
Woousng Km, Marc Loen, ruce hadbourn and Joseph Labu Unformt of Deformaton n Element Testng Abstract Unform deformaton s a basc assumpton n element testng, where aal stran tpcall s determned from dsplacement
More informationConnection and Tension Member Design
ACH 631 Note Set 17.1 F2015abn Connecton and Tenson Member Desgn Notaton: A = area (net = wth holes, bearng = n contact, etc...) A e = effectve net area fond from the prodct of the net area A n by the
More informationDUE: WEDS FEB 21ST 2018
HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant
More informationFATIGUE ANALYSIS OF ORTHOTROPIC HIGHWAY BRIDGE DECKS
2nd Int. Ph.D. Symposum n Cvl Engneerng, 1998 Budapest FATIGUE ANALYSIS OF ORTHOTROPIC HIGHWAY BRIDGE DECKS Kornél Kss 1, Ernõ Székely 2 and László Duna 3 Techncal Unversty of Budapest, Department of Steel
More informationSTUDY ON SEISMIC BEHAVIOR OF RC COMPOSITE CORE WALLS WITH CONCEALED STEEL TRUSS SUBJECTED TO COMBINED ACTION
STUDY ON SEISMIC BEHAVIOR OF RC COMPOSITE CORE WALLS WITH CONCEALED STEEL TRUSS SUBJECTED TO COMBINED ACTION CAO Wanln 1, CHANG Wehua 2, ZHANG Janwe 1 1 College of archtecture and Cvl Engneerng, Bejng
More informationInvestigation of Uncertainty Sources in the Determination of Beta Emitting Tritium in the UAL
Investgaton of Uncertanty Sorces n the Determnaton of Beta Emttng Trtm n the UL. Specfcaton lqd scntllaton conter LSC s sed to determne the actvty concentraton n Bq/dm 3 of the beta emttng trtm n rne samples.
More informationCorrelation and Regression. Correlation 9.1. Correlation. Chapter 9
Chapter 9 Correlaton and Regresson 9. Correlaton Correlaton A correlaton s a relatonshp between two varables. The data can be represented b the ordered pars (, ) where s the ndependent (or eplanator) varable,
More informationEffect of anisotropy on laminated composite plates containing circular holes
Indan Journal of ngneerng & Materals Scences Vol. 1, June 005, pp. 07-13 ffect of ansotropy on lamnated composte plates contanng crcular holes H Murat Arslan Cukurova Unversty, Cvl ngneerng Department,
More informationC PLANE ELASTICITY PROBLEM FORMULATIONS
C M.. Tamn, CSMLab, UTM Corse Content: A ITRODUCTIO AD OVERVIEW mercal method and Compter-Aded Engneerng; Phscal problems; Mathematcal models; Fnte element method. B REVIEW OF -D FORMULATIOS Elements and
More informationMaintenance Strategy for Bridges using Reliability Concept and Analytical Hierarchy Process
Mantenance Strategy for Brdges usng Relablty Concept and Analytcal Herarchy Process Kamal Karunananda Department of Cvl and Envronmental Engneerng, Ehme Unversty, Japan Emal: kamal@cee.ehme-u.ac.jp Mtao
More informationAPPROXIMATE ANALYSIS OF RIGID PLATE LOADING ON ELASTIC MULTI-LAYERED SYSTEMS
6th ICPT, Sapporo, Japan, July 008 APPROXIMATE ANALYSIS OF RIGID PLATE LOADING ON ELASTIC MULTI-LAYERED SYSTEMS James MAINA Prncpal Researcher, Transport and Infrastructure Engneerng, CSIR Bult Envronment
More informationKULLBACK-LEIBER DIVERGENCE MEASURE IN CORRELATION OF GRAY-SCALE OBJECTS
The Second Internatonal Conference on Innovatons n Informaton Technology (IIT 05) KULLBACK-LEIBER DIVERGENCE MEASURE IN CORRELATION OF GRAY-SCALE OBJECTS M. Sohal Khald Natonal Unversty of Scences and
More informationLINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity
LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have
More informationMODELING IN-PHASE THERMOMECHANICAL FATIGUE HYSTERESIS LOOPS OF FIBER-REINFORCED CERAMIC-MATRIX COMPOSITES
www.ceramcs-slkat.c Ceramcs-Slkát 6 (3), 4-47 (18) do: 1.13168/cs.17.17 MODELING IN-PHASE THERMOMECHANICAL FATIGUE HYSTERESIS LOOPS OF FIBER-REINFORCED CERAMIC-MATRIX COMPOSITES LI LONGBIAO College of
More informationStatistics for Managers Using Microsoft Excel/SPSS Chapter 13 The Simple Linear Regression Model and Correlation
Statstcs for Managers Usng Mcrosoft Excel/SPSS Chapter 13 The Smple Lnear Regresson Model and Correlaton 1999 Prentce-Hall, Inc. Chap. 13-1 Chapter Topcs Types of Regresson Models Determnng the Smple Lnear
More informationConstitutive Modelling of Superplastic AA-5083
TECHNISCHE MECHANIK, 3, -5, (01, 1-6 submtted: September 19, 011 Consttutve Modellng of Superplastc AA-5083 G. Gulano In ths study a fast procedure for determnng the constants of superplastc 5083 Al alloy
More informationCHAPTER 4 SPEECH ENHANCEMENT USING MULTI-BAND WIENER FILTER. In real environmental conditions the speech signal may be
55 CHAPTER 4 SPEECH ENHANCEMENT USING MULTI-BAND WIENER FILTER 4.1 Introducton In real envronmental condtons the speech sgnal may be supermposed by the envronmental nterference. In general, the spectrum
More informationCLOSED-FORM CHARACTERIZATION OF THE CHANNEL CAPACITY OF MULTI-BRANCH MAXIMAL RATIO COMBINING OVER CORRELATED NAKAGAMI FADING CHANNELS
CLOSED-FORM CHARACTERIZATION OF THE CHANNEL CAPACITY OF MULTI-BRANCH MAXIMAL RATIO COMBINING OVER CORRELATED NAKAGAMI FADING CHANNELS Yawgeng A. Cha and Karl Yng-Ta Hang Department of Commncaton Engneerng,
More informationColor Rendering Uncertainty
Australan Journal of Basc and Appled Scences 4(10): 4601-4608 010 ISSN 1991-8178 Color Renderng Uncertanty 1 A.el Bally M.M. El-Ganany 3 A. Al-amel 1 Physcs Department Photometry department- NIS Abstract:
More informationSTAT 3008 Applied Regression Analysis
STAT 3008 Appled Regresson Analyss Tutoral : Smple Lnear Regresson LAI Chun He Department of Statstcs, The Chnese Unversty of Hong Kong 1 Model Assumpton To quantfy the relatonshp between two factors,
More informationTHE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD
Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS
More informationExperimental Errors and Error Analysis
Expermental Errors and Error Analss Rajee Prabhakar Unerst of Texas at Astn, Astn, TX Freeman Research Grop Meetng March 10, 004 Topcs coered Tpes of expermental errors Redcng errors Descrbng errors qanttatel
More informationSecond Order Analysis
Second Order Analyss In the prevous classes we looked at a method that determnes the load correspondng to a state of bfurcaton equlbrum of a perfect frame by egenvalye analyss The system was assumed to
More informationAn Upper Bound on SINR Threshold for Call Admission Control in Multiple-Class CDMA Systems with Imperfect Power-Control
An Upper Bound on SINR Threshold for Call Admsson Control n Multple-Class CDMA Systems wth Imperfect ower-control Mahmoud El-Sayes MacDonald, Dettwler and Assocates td. (MDA) Toronto, Canada melsayes@hotmal.com
More informationInfluential Factors Affecting Inherent Deformation during Plate Forming by Line Heating (Report 1)
Transactons of JWRI, Vol.36 (2007), No.1 Influental Factors Affectng Inherent Deformaton durng Plate Formng by Lne Heatng (Report 1) The Effect of Plate Sze and Edge Effect VEGA Adan*, RASHED Sherf**,
More informationA Lower Bound on SINR Threshold for Call Admission Control in Multiple-Class CDMA Systems with Imperfect Power-Control
A ower Bound on SIR Threshold for Call Admsson Control n Multple-Class CDMA Systems w Imperfect ower-control Mohamed H. Ahmed Faculty of Engneerng and Appled Scence Memoral Unversty of ewfoundland St.
More informationVisco-Rubber Elastic Model for Pressure Sensitive Adhesive
Vsco-Rubber Elastc Model for Pressure Senstve Adhesve Kazuhsa Maeda, Shgenobu Okazawa, Koj Nshgch and Takash Iwamoto Abstract A materal model to descrbe large deformaton of pressure senstve adhesve (PSA
More informationA Modified Neuber Method Avoiding Artefacts Under Random Loads
A Modfed Neuber Method Avodng Artefacts Under Random Loads T. Herbland a,b, G. Calletaud a, J. L. Chaboche c, S. Qulc a, F. Gallerneau c a Mnes Pars Pars Tech, CNRS UMR 7633, P 87, 91003 vry cedex, France
More information( ) G. Narsimlu Department of Mathematics, Chaitanya Bharathi Institute of Technology, Gandipet, Hyderabad, India
VOL. 3, NO. 9, OCTOBER 8 ISSN 89-668 ARPN Jornal of Engneerng and Appled Scences 6-8 Asan Research Pblshng Networ (ARPN). All rghts reserved. www.arpnornals.com SOLUTION OF AN UNSTEADY FLOW THROUGH POROUS
More informationThe equation of motion of a dynamical system is given by a set of differential equations. That is (1)
Dynamcal Systems Many engneerng and natural systems are dynamcal systems. For example a pendulum s a dynamcal system. State l The state of the dynamcal system specfes t condtons. For a pendulum n the absence
More informationElectrical double layer: revisit based on boundary conditions
Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer
More informationA Robust Method for Calculating the Correlation Coefficient
A Robust Method for Calculatng the Correlaton Coeffcent E.B. Nven and C. V. Deutsch Relatonshps between prmary and secondary data are frequently quantfed usng the correlaton coeffcent; however, the tradtonal
More informationUnsteady MHD Free Convective Flow Through Porous Media Past on Moving Vertical Plate with Variable Temperature and Viscous Dissipation
ISS 976 4 Avalable onlne at www.nternatonalejornals.com Internatonal ejornals Internatonal ejornal of Mathematcs and Engneerng (7) Vol. 8, Isse, pp Unstead MHD Free Convectve Flow Throgh Poros Meda Past
More informationLINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity
LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 31 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 6. Rdge regresson The OLSE s the best lnear unbased
More informationStatistics Chapter 4
Statstcs Chapter 4 "There are three knds of les: les, damned les, and statstcs." Benjamn Dsrael, 1895 (Brtsh statesman) Gaussan Dstrbuton, 4-1 If a measurement s repeated many tmes a statstcal treatment
More informationChapter 11: Simple Linear Regression and Correlation
Chapter 11: Smple Lnear Regresson and Correlaton 11-1 Emprcal Models 11-2 Smple Lnear Regresson 11-3 Propertes of the Least Squares Estmators 11-4 Hypothess Test n Smple Lnear Regresson 11-4.1 Use of t-tests
More informationOne Dimensional Axial Deformations
One Dmensonal al Deformatons In ths secton, a specfc smple geometr s consdered, that of a long and thn straght component loaded n such a wa that t deforms n the aal drecton onl. The -as s taken as the
More informationIndeterminate pin-jointed frames (trusses)
Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all
More informationComparison of Regression Lines
STATGRAPHICS Rev. 9/13/2013 Comparson of Regresson Lnes Summary... 1 Data Input... 3 Analyss Summary... 4 Plot of Ftted Model... 6 Condtonal Sums of Squares... 6 Analyss Optons... 7 Forecasts... 8 Confdence
More informationPRATICAL STATIC CALCULATION METHOD FOR ESTIMATING ELASTO-PLASTIC DYNAMIC RESPONSES OF SPACE FRAMES
th World Congress on Computatonal Mechancs (WCCM XI) 5th European Conference on Computatonal Mechancs (ECCM V) 6th European Conference on Computatonal lud ynamcs (EC VI) E. Oñate, J. Olver and A. Huerta
More informationHere is the rationale: If X and y have a strong positive relationship to one another, then ( x x) will tend to be positive when ( y y)
Secton 1.5 Correlaton In the prevous sectons, we looked at regresson and the value r was a measurement of how much of the varaton n y can be attrbuted to the lnear relatonshp between y and x. In ths secton,
More informationSIMPLE LINEAR REGRESSION
Smple Lnear Regresson and Correlaton Introducton Prevousl, our attenton has been focused on one varable whch we desgnated b x. Frequentl, t s desrable to learn somethng about the relatonshp between two
More informationREINFORCED CONCRETE STRUCTURE DESIGN ANALYSIS UNDER EARTHQUAKE LOADING (LATERAL LOAD)
REINFORCE CONCRETE STRUCTURE ESIGN ANALYSIS UNER EARTHQUAKE LOAING (LATERAL LOA) r. Muzaffer BÖREKÇİ SUMMARY FOR ANALYSIS UNER EARTQUAKE etermne the buldng parameters gven n Turksh Sesmc Code for Buldngs
More informationOpen Systems: Chemical Potential and Partial Molar Quantities Chemical Potential
Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,
More informationMECHANICS OF MATERIALS
Fourth Edton CHTER MECHNICS OF MTERIS Ferdnand. Beer E. Russell Johnston, Jr. John T. DeWolf ecture Notes: J. Walt Oler Texas Tech Unversty Stress and Stran xal oadng Contents Stress & Stran: xal oadng
More informationAP Physics 1 & 2 Summer Assignment
AP Physcs 1 & 2 Summer Assgnment AP Physcs 1 requres an exceptonal profcency n algebra, trgonometry, and geometry. It was desgned by a select group of college professors and hgh school scence teachers
More informationUncertainty in measurements of power and energy on power networks
Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:
More informationLecture 6: Introduction to Linear Regression
Lecture 6: Introducton to Lnear Regresson An Manchakul amancha@jhsph.edu 24 Aprl 27 Lnear regresson: man dea Lnear regresson can be used to study an outcome as a lnear functon of a predctor Example: 6
More informationStatistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA
14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton
More informationInvestigation of the Relationship between Diesel Fuel Properties and Emissions from Engines with Fuzzy Linear Regression
www.esc.org Internatonal Journal of Energ Scence (IJES) Volume 3 Issue 2, Aprl 2013 Investgaton of the Relatonshp between Desel Fuel Propertes and Emssons from Engnes wth Fuzz Lnear Regresson Yuanwang
More informationCONTINUUM SOLUTION OF LATERAL LOADING OF LARGE PILE GROUPS CUED/D-SOILS/TR 334 (July 2004) By A. Klar, A.D. Spasojevic and K. Soga
CONTINUUM SOLUTION OF LATERAL LOADIN OF LARE PILE ROUPS CUED/D-SOILS/TR 334 (Jl 4) B A. Klar, A.D. Spasoevc and K. Soga Klar, A. Spasoevc, A.D. and Soga, K. Contnm Solton of Lateral Loadng of Large Ple
More informationNONLINEAR NATURAL FREQUENCIES OF A TAPERED CANTILEVER BEAM
Advanced Steel Constructon Vol. 5, No., pp. 59-7 (9) 59 NONLINEAR NATURAL FREQUENCIES OF A TAPERED CANTILEVER BEAM M. Abdel-Jaber, A.A. Al-Qasa,* and M.S. Abdel-Jaber Department of Cvl Engneerng, Faculty
More informationA New Method for Marshaling of Freight Train with Generalization Capability Based on the Processing Time
Proceedngs of the Internatonal MltConference of Engneers and Compter Scentsts 205 Vol I, A New Method for Marshalng of Freght Tran wth Generalzaton Capablty Based on the Processng Tme Yoch Hrashma Abstract
More informationPrimary Velocity Distribution in Open Channels with Different Vegetation Layout - Experiment and Numerical Simulation -
The 4 th Japan-Korea Mn-ymposm on Modelng and Measrement of Hydralc Flow March 28, 2014, Yonse Unversty, Korea Prmary Velocty Dstrbton n Open Channels wth Dfferent Vegetaton Layot - Eperment and Nmercal
More informationStructure and Drive Paul A. Jensen Copyright July 20, 2003
Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.
More informationNumerical Solutions of a Generalized Nth Order Boundary Value Problems Using Power Series Approximation Method
Appled Mathematcs, 6, 7, 5-4 Publshed Onlne Jul 6 n ScRes. http://www.scrp.org/journal/am http://.do.org/.436/am.6.77 umercal Solutons of a Generalzed th Order Boundar Value Problems Usng Power Seres Approxmaton
More informationRegression Analysis. Regression Analysis
Regresson Analyss Smple Regresson Multvarate Regresson Stepwse Regresson Replcaton and Predcton Error 1 Regresson Analyss In general, we "ft" a model by mnmzng a metrc that represents the error. n mn (y
More information