The Model and Numerical Analysis of Hardening Phenomena for Hot-work Tool Steel

Size: px
Start display at page:

Download "The Model and Numerical Analysis of Hardening Phenomena for Hot-work Tool Steel"

Transcription

1 R C H I V E S o f F O U N D R Y E N G I N E E R I N G Publishd quarrly as h organ of h Foundry Commission of h Polish cadmy of Scincs ISSN ( ) Volum 14 Scial Issu 3/ /3 Th Modl and Numrical nalysis of Hardning Phnomna for Ho-wor Tool Sl. Booa *,. Kulawi, R. Szymczy, J. Wróbl Insiu of Comur and Informaion Scincs, Czsochowa Univrsiy of Tchnology, Dąbrowsigo 73, Częsochowa, Poland *Corrsonding auhor. addrss: booa@icis.cz.l Rcivd ; accd in rvisd form bsrac In h ar h comlx modl of hardning of h ho-wor ool sl is rsnd. Modl of simaion of has fracions and hir inics is basd on h coninuous cooling diagram (CCT). Phas fracions which occur during h coninuous haing and cooling (ausni, arli or baini) ar dscribd by Johnson-Mhl-vrami-Kolmogorov (JMK) formula. To drmin of h formd marnsi h modifid Koisinn-Marburgr (KM) quaion is usd. Th srsss and srains ar calculad by h soluion of quilibrium quaions in h ra form. Modl as ino accoun h hrmal, srucural, lasic srains and ransformaion lasiciy. Th hrmohysical roris occurring in h consiuiv rlaions ar dndn on has comosiions and mraur. To calcula h lasic srains h Hubr-Miss lasiciy condiion wih isooic hardning is usd. Whras o drmin ransformaions inducd lasiciy h Lblond modl is alid. Th numrical analysis of has comosiions and rsidual srsss in h ho-wor sl lmn is considrd. Kywords: Ha ramn, Ho-wor ool sl W360, Phas ransformaion, Srsss, Thrmo-lasic-lasic fini lmn analysis 1. Inroducion Th ha ramn of ho-wor ool sl is a chnological rocss, in which hrmal hnomna, has ransformaions and mchanical hnomna ar dominan. Modls, which dscrib rocsss mniond abov, don a ino considraion h many imoran ascs. s a rsul of h comlxiy of hnomnon of ha ramn rocss, hr ar many mahmaical and numrical difficulis in is modlling. For his rason hr hasn' a modl which includ hnomnon accomanying ha ramn and hardning [1-4]. Th corrc rdicion of h final roris of hardning lmn is ossibl afr dining h y and h rory of h nascn microsrucur of h sl lmn in h rocss of haing, and hn in h qunching. Rcnly, in many rsarchs hav bn mad h analysis of qunching rocss wih using h fini lmn simulaion chniqu [2,3,5-7]. In his ar h numrical modl of has ransformaion such as JMK modl for h diffusional ransformaion and modifid KM modl for h diffusionlss ransformaion wr mloyd o invsiga a has fracions during h haing and qunching rocss. [2,4,8]. Rrsning of mchanical hnomnon in rocss of ha ramn ar mainly srss and hir drminaions. This valus ar dnd on accuracy comuing mraur filds and on inics of has ransformaions in solid sa. Th inics of has ransformaions has significan imac on morary R C H I V E S o f F O U N D R Y E N G I N E E R I N G V o l u m 1 4, S c i a l I s s u 3 / ,

2 srsss and hn on rsidual srsss [2,5,6,9]. Numrical simulaions of sl hardning rocss nd hror o includ hrmal, lasic, and srucural srains and ransformaions inducd lasiciy. Inclusion of ransformaion lasiciy has a influnc on disribuions and xrm valus of srsss in h simulaion of h hardning [2,5,10-12]. To imlmn his y of algorihms on usually alis h FEM, which mas i ossibl o a ino accoun boh nonlinariis and inhomogniy of hrmally rocssd marial [2,6,7,13]. 2. Mahmaical and numrical modls Th filds of mraur ar drmind from ha ransfr quaion: marnsi ransformaion amoun M s =548 K, and final mraur of ransformaion is qual M f =123 K [14,16]. Lan ha, which was gnrad du o has ransformaions, causd h incras of h mraur of h rad marial. This inrnal ha sourc could b an ino accoun by nhaly changs. Thror, h following nhaly changs for h diffusional and diffusionlss ransformaions wr usd ([J/m 3 ]) [2,4,6,16]: H B 31410, H M 63010, H P (4) whr H B, H M and H P indica h nhaly changs during ausni-baini, ausni-marnsi and ausni-arli ransformaions, rscivly. div T (1) v gradt C Q, T T x, whr =(T) is h ha conduciviy coficin, C=C(T) is an fciv ha caaciy, Q v is innsiy of inrnal sourcs in which h ha of has ransformaions ar an ino accoun, x ar h coordinas and is im. Surficial haing and cooling ar ralisd in h modl by h Nwon boundary condiion wih convcion coficin dndn on mraur [2,3,6]: T T qn T T (2) n whr (T) is h ha ransfr coficin, is surfac, from which h ha is an ovr, T is mraur of h mdium roundd. In h modl of has ransformaions h coninuous cooling diagram (CCT) is usd (Fig. 1) [14,15]. Th has fracions, which ransformd during coninuous haing and cooling, ausni, arli or baini ar drmind in modl by JMK formula. Th fracion of h formd marnsi is calculad using h modifid KM formula [2,6,16]: ~, M, 1 x(, n s f T b s f T, haing n T, m 1 x b ( T ), cooling m T 1 x M T / M M, cool. BP m s whr ~. ~ ~ ~ for. and m for. s m, is maximal has fracion for sablishd cooling ra simad on h basis of CCT diagram, b( s, f ) and n( s, f ) ar coficins calculad assuming h iniial fracion ( s ( s )=0.01) and h maximum valu of fracion ( f ( f )=0.99), ~ is h fracion of forming ausni afr haing, m is a consan from xrimn; for considrd sl m = 3.5, h sar mraur of f (3) Fig. 1. Th Tim-Tmraur-Transformaion grah (CCT) for ools sl W360 [8,9] Ha of has ransformaions is an accoun by h volumric ha sourc in h conduciviy quaion (1) and is calculad wih h formula [6,16] Q v Q h Q H, (5) whr H is volumric ha (nhaly) - has ransformaions, is h ra of chang - has fracion. Fig. 2. Simulad dilaomric curvs (s Fig. 1) 10 R C H I V E S o f F O U N D R Y E N G I N E E R I N G V o l u m 1 4, S c i a l I s s u 3 / , 9-1 4

3 For h xamind sl, valus of hrmal xansion coficins and isoroic srucural srains of ach microconsiuns wr drmind. Thy qual: 22, 12.5, 12.5 and 14.7 (10-6 ) [1/K] and 1.8, 6.0, 8.5 and 2.53 (10-3 ) for ausni, baini, marnsi and arli rscivly [2,6,16]. Th xaml of h rsuls of h simulaions comarisons ar rsnd h figur 2, h inic of ransformaions sablishd cooling ra (h avrag cooling ra in h rang of o C [14]) ar rsnd on h figur 3. Fig. 3. Th inic of ransformaions for sablishd cooling ra Th simulad dilaomric curvs wr obaind by solving h incrmn of h isoroic srain ( Th ) in h rocsss of haing and cooling [6,16]. Coficin of hrmal xansion of h arli srucur for considrd sl is assumd as dndn on mraur (s Fig. 2), aroxima his coficin by squar funcion [16]: P T T T (6) Th quilibrium quaion and consiuiv rlaions ar usd in ra form [2,16], i..: T, 0, σ σ, σ D ε D ε divσ x (7) whr =( ) is srss nsor, D=D(,E) is h nsor of marial consans (isoroic marials), is Poisson raio, E=E(T) is h Young s modulus, howvr ε is nsor lasic srains. Th quaion (7) is comld by iniial condiions σ x, 0, ε x 0 0, 0 (8) and boundary condiions which rovid xrnal saically drmina. Toal srains in h around considrd oins ar rsul of h sum: ε Th ε ε ε ε (9) whr Th ar isoo of mraur and srucural srains, ar ransformaions lasiciy, and ar lasic srains. For h Hubr-Misss lasiciy condiion h flow funcion (f) hav h form [2,5,7,16]: T, Y T, 0 f Y 0 (10) whr is fciv srss, is fciv lasic srain, Y is a lasicizd srss of marial on h has fracion () in mraur (T) and fciv srain ( ): Y T Y T, Y0 Y0 T Y T (11), 0 H, Y Y 0 Y0 0 T h mraur and h has fracion, howvr Y Y T, is a yild oins of marial dndn on H is a surlus of h srss rsuling from h marial hardning. Using h Lblond modl, comld by dcrasing funcions 1 which has bn roosd by h auhors of h wor [2,5,11,12], ransformaions lasiciy ar calculad as following: 0, dla 0.03, ε 3 5 h S 1 ln, dla (12) Y1 h whr 3 1i ar volumric srucural srains whn h marial is ransformd from h iniial has 1 ino h -has, Y 1 is a acual yild oins of has ouu (in cooling rocss is ausni). Th quaions (7) ar solvd by using h FEM [13,16]. Th sysm of quaions usd for numrical calculaion is: Th K U R (13) whr K is h lmn siffnss marix, U is h vcor of nodal dislacmn, R is h vcor of nodal forcs rsuling from h boundary load and h inrial forcs load, Th is h vcor of nodal forcs rsuling from hrmal srains and srucural srains, is h vcor of nodal forcs rsuling from h valu chang of Young s modulus dndn on h mraur, is h vcor of nodal forcs rsuling from lasic srains and ransformaion lasiciy. Th final dislacmns, srains and srss ar rsuling ingraion wih rsc o im, from iniial = 0 (s (8)) o acual im, i.. U ε x, U x, 0 x, ε x, d, σx, σ x, 0 d 0 d H (14) R C H I V E S o f F O U N D R Y E N G I N E E R I N G V o l u m 1 4, S c i a l I s s u 3 / ,

4 Th ra vcors of loads in h bracs in (13) ar calculad only onc in h incrmn of h load, whras h vcor is modifid in h iraiv rocss [12]. In h iraiv rocss of valuaion of lasic srains, h modifid Nwon-Rahson algorihm is usd [13,17]. 3. Examl of numrical calculaions To hardning simulaion h axisymmric lmn wih dimnsions mm was usd (Fig. 4). Numrical simulaions of hardning of h lmns mad of h ho-wor ool sl W360 wr rformd. Fig. 5. Disribuions of mraur a) and ausni b) afr haing. Isolins wih valus 1033 and 1133 K, ar h mraur of c1 and c3 arorialy Hardnd zons in h cross scions of h lmn ar rsnd in figurs 6 and 7. Disribuions of h simulad fracions in h cross-scion - (Fig. 4) afr hardning ar rsnd in figur 8. Fig. 4. Th schm of h sysm and boundary condiions I was assumd ha hardnd lmn has h mraur qual 300 K and h ouu srucur is arli (divorcd arli). Th lmn was haing in h fluidizd bd wih mraur 1600 K. Th hrmohysical coficins C and wr assumd as consans: J/(m3K) and 32 W/(mK). Ths ar h avrag valus calculad on h basis of h daa in h wor [14]. Th ha ransfr coficin of h fluidizd bd assumd consan (indndn of mraur) and qual 2400 W/(m2K). On h fron surfac of had lmn h ha ransfr coficin had h valu 1200 W/(m2K). By using hs valu of coficin h difficul (wors) flow around a fluidizd bd on h fron of surfac of lmn was an ino accoun [18]. Th simulaion of haing was coninuing o obain h maximum mraur 1350 K in surroundings of oin 1 (Fig. 4). Th mraurs c1 and c3 in h has ransformaions of haing (inu srucur - ausni) wr qual 1033 and 1133 K arorialy (Fig. 1) [14]. Th obaind mraur disribuion and ausni zon afr finish of haing ar rsnd in figur 5. Th cooling was modlld wih h Nwon condiion and h xrm of ha ransfr coficin assumd qual 20 W/(m2K) (cooling in h air [14]). Th mraur of h cooling mdium qualld T =300 K. 12 Fig. 6. Disribuions of baini a) and marnsi b) afr cooling Fig. 7. Disribuions of raind ausni a) and arli b) afr cooling RC HI VE S of F OUN DR Y EN GI NE ER ING V ol u m 1 4, S c i al Iss u 3 / , 9-1 4

5 Fig. 8. Hardnd zons in h cross scions (Fig. 4) Fig. 10. Rsidual srsss: radial a) and shar b) Young s and angnial modulus (E and E) wr dndn on mraur, whras h yilds srss (Y0) was dndn on mraur and has comosiion. ssumd, ha Young s and angnial modulus ar qual and MPa (E=0.05E), yild oins 150, 500, 1000 and 300 MPa for ausni, baini, marnsi and arli, rscivly, in h mraur 300 K. In h mraur of solidus Young s modulus and angnial modulus qualld 100 and 10 MPa, rscivly, whras yild oins qualld 5 MPa. Ths valus wr aroximad wih h us of squar funcions using h following assumions basd on h wor [5,6,16]. Obaind from simulaions rsidual srsss disribuions afr hardning ar rsnd in figurs Fig. 11. Rsidual srsss: circumfrnial a) and axial b) Fig. 9. Rsidual srsss in h cross scions (Fig. 4) 4. Conclusions Th rsuls of h has ransformaions modl ar saisfacory and confirm h corrcnss of h dsignd modl of has ransformaions for h ho-wor ool sl (Figs 6 and 7). On h basis of simulad dilaomric curvs can s ha h considrd sl is hardnd vry asy. To obain h bainimarnsi srucur h cooling ra can' b grar han 3.2 K/s (s Figs 1,2 and 3). Thror h cooling in h air was alid and h cooling ra was qual 0.24 K/s in h oin 2 (Fig. 4). In h oin 1 h cooling ra was a bi grar and had a valu K/s (s Fig. 1). Fig. 12. Srsss according o h im (oin 2, Fig. 4) Th srsss disribuions afr such hardning ar advanagous. Th rgular disribuions of h srsss ar obaind. Th xrm valus of hs srsss ar accabl. Th dosiion of ngaiv circumfrnial and axial srsss (h mos maningful srsss) is surficial (Figs 9-11), and hir xrm valus ar lowr whn hs srsss ar an ino accoun. Th advrs is h disribuion of h shar srsss (Fig. 10b). Such srsss can b a caus of inrnal cracs in h cooling rocss. I can b claimd ha in h numrical simulaion of such hardning h fac ha ransformaion lasiciy is includd in h modl of mchanical hnomna brings abou h changs in RC HI VE S of F OUN DR Y EN GI NE ER ING V ol u m 1 4, S c i al Iss u 3 / ,

6 obaind rsuls [10,11,16]. Th has ransformaions significanly fc on h changs of h morary srsss (s Fig. 12) and in consqunc on h rsidual srsss afr hardning of h lmn considrd. Rrncs [1] Kang, S.H. & Im, Y.T. (2007). Thrmo-lso-lasic fini lmn analysis of qunching rocss of carbon sl. Innaional Journal of Mchanical Scincs [2] Kang, S.H. & Im, Y.T. (2007). Thr-dimnsional hrmolsic-lasic fini lmn modling of qunching rocss of lain carbon sl in couol wih has ransformaion. Journal of Marials Procssing Tchnology [3] Kulawi,. & Booa,. (2011). Modlling of ha ramn of sl wih h movmn of coolan rchivs of Mallurgy and Marials. 56(2) [4] Ju, D.Y., Zhang, W.M. & Zhang, Y. (2006). Modling and xrimnal vrificaion of marnsiic ransformaion lasic bhavior in carbon sl for qunching rocss, Marials Scinc and Enginring , [5] Cor, M. & Combscur,. (2002). msomodl for h numrical simulaion of h mulihasic bhavior of marials undr anisohrmal loading (alicaion o wo low-carbon sls). Inrnaional Journal of Mchanical Scincs [6] Booa,. & Kulawi,. (2007). Modl and numrical analysis of hardning rocss hnomna for mdiumcarbon sl. rchivs of Mallurgy and Marials. 52(2) [7] Huiing, L., Guoqun, Z., Shaning, N. & Chuanzhn, H. (2007). FEM simulaion of qunching rocss and xrimnal vrificaion of of simulaion rsuls. Marial Scinc and Enginring , [8] Olivira, W.P, Savi, M.., Pachco, P.M.C.L. & Souza, L.F.G. (2010). Thrmomchanical analysis of sl cylindrs wih diffusional and non-diffusional has ransformaions. Mchanics of Marials. 42, [9] Silva, E.P., Pachco, P.M.C.L. & Savi, M.. (2004). On h hrmo-mchanical couling in ausni-marnsi has ransformaion rlad o h qunching rocss. Inrnaional Journal of Solids and Srucurs. 41, [10] Srjzadh, S. (2004). Modling of mraur hisory and has ransformaion during cooling of sl. Journal of Procssing Tchnology [11] Talb, L. & Sidoroff, F. (2003). micromchanical modlling of h Grnwood-Johnson mchanism in ransformaion inducd lasiciy. Inrnaional Journal of Plasiciy [12] Chraoui, M., Brvillr, M. & Sabar, H. (1998). Micromchanical modling of marnsiic ransformaion inducd lasiciy (TRIP) in ausniic singl crysals. Inrnaional Journal of Plasiciy. 14(7) [13] Ziniwicz, O.C. Taylor, R.L. (2000). Th fini lmn mhod. vol. 1,2,3. Burworh-Hinmann, Fifh diion. [14] Warmarbissahl Ho Wor Tool Sl, BOHLER W360, Iso Bloc, [15] Orlich, J, Ros,., Wis, P. (1973). las zur Wärmbhandlung von Sähl, III Zi Tmraur uniisirung Schaubildr, Vrlag Sahlisn MBH, Düssldorf. [16] Booa,. & Domańsi, T. (2007). Numrical analysis of hrmo-mchanical hnomna of hardning rocss of lmns mad of carbon sl C80U. rchivs of Mallurgy and Marials. 52(2), [17] Caddmi, S. & Marin, J.B. (1991). Convrgnc of h Nwon-Rahson algorihm in lasic-lasic incrmnal analysis. In. J. Numr. Mh. Eng [18] Jasińsi, J. (2003). Influnc of fluidizd bd on diffusional rocsss of sauraion of sl surfac layr. Częsochowa: Inżyniria Mariałowa Nr 6, Wydawnicwo WIPMiFS, (in Polish). 14 R C H I V E S o f F O U N D R Y E N G I N E E R I N G V o l u m 1 4, S c i a l I s s u 3 / , 9-1 4

Failure Load of Plane Steel Frames Using the Yield Surface Method

Failure Load of Plane Steel Frames Using the Yield Surface Method ISBN 978-93-84422-22-6 Procdings of 2015Inrnaional Confrnc on Innovaions in Civil and Srucural Enginring (ICICSE'15) Isanbul (Turky), Jun 3-4, 2015. 206-212 Failur Load of Plan Sl Frams Using h Yild Surfac

More information

Modelling of three dimensional liquid steel flow in continuous casting process

Modelling of three dimensional liquid steel flow in continuous casting process AMME 2003 12h Modlling of hr dimnsional liquid sl flow in coninuous casing procss M. Jani, H. Dyja, G. Banasz, S. Brsi Insiu of Modlling and Auomaion of Plasic Woring Procsss, Faculy of Marial procssing

More information

UNIT #5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS

UNIT #5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS Answr Ky Nam: Da: UNIT # EXPONENTIAL AND LOGARITHMIC FUNCTIONS Par I Qusions. Th prssion is quivaln o () () 6 6 6. Th ponnial funcion y 6 could rwrin as y () y y 6 () y y (). Th prssion a is quivaln o

More information

On the Derivatives of Bessel and Modified Bessel Functions with Respect to the Order and the Argument

On the Derivatives of Bessel and Modified Bessel Functions with Respect to the Order and the Argument Inrnaional Rsarch Journal of Applid Basic Scincs 03 Aailabl onlin a wwwirjabscom ISSN 5-838X / Vol 4 (): 47-433 Scinc Eplorr Publicaions On h Driais of Bssl Modifid Bssl Funcions wih Rspc o h Ordr h Argumn

More information

An Indian Journal FULL PAPER. Trade Science Inc. A stage-structured model of a single-species with density-dependent and birth pulses ABSTRACT

An Indian Journal FULL PAPER. Trade Science Inc. A stage-structured model of a single-species with density-dependent and birth pulses ABSTRACT [Typ x] [Typ x] [Typ x] ISSN : 974-7435 Volum 1 Issu 24 BioTchnology 214 An Indian Journal FULL PAPE BTAIJ, 1(24), 214 [15197-1521] A sag-srucurd modl of a singl-spcis wih dnsiy-dpndn and birh pulss LI

More information

Decline Curves. Exponential decline (constant fractional decline) Harmonic decline, and Hyperbolic decline.

Decline Curves. Exponential decline (constant fractional decline) Harmonic decline, and Hyperbolic decline. Dlin Curvs Dlin Curvs ha lo flow ra vs. im ar h mos ommon ools for forasing roduion and monioring wll rforman in h fild. Ths urvs uikly show by grahi mans whih wlls or filds ar roduing as xd or undr roduing.

More information

COMPUTATIONAL VISCOELASTICITY OF AGING MATERIALS

COMPUTATIONAL VISCOELASTICITY OF AGING MATERIALS ECCM 99 Europan Confrnc on Compuaional Mchanics Augus 31 Spmbr 3 Münchn, Grmany COMPUTATIONAL VISCOELASTICITY OF AGING MATERIALS B. Eirl and K. Schikora Insiu für Saik, Baumchanik und Bauinformaik Tchnisch

More information

4.3 Design of Sections for Flexure (Part II)

4.3 Design of Sections for Flexure (Part II) Prsrssd Concr Srucurs Dr. Amlan K Sngupa and Prof. Dvdas Mnon 4. Dsign of Scions for Flxur (Par II) This scion covrs h following opics Final Dsign for Typ Mmrs Th sps for Typ 1 mmrs ar xplaind in Scion

More information

A THREE COMPARTMENT MATHEMATICAL MODEL OF LIVER

A THREE COMPARTMENT MATHEMATICAL MODEL OF LIVER A THREE COPARTENT ATHEATICAL ODEL OF LIVER V. An N. Ch. Paabhi Ramacharyulu Faculy of ahmaics, R D collgs, Hanamonda, Warangal, India Dparmn of ahmaics, Naional Insiu of Tchnology, Warangal, India E-ail:

More information

Micromechanical Modeling of Concrete at Early Age

Micromechanical Modeling of Concrete at Early Age Micromchanical Modling of Concr a Early Ag A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIERSITY OF MINNESOTA BY aira Tulubkov IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE

More information

H is equal to the surface current J S

H is equal to the surface current J S Chapr 6 Rflcion and Transmission of Wavs 6.1 Boundary Condiions A h boundary of wo diffrn mdium, lcromagnic fild hav o saisfy physical condiion, which is drmind by Maxwll s quaion. This is h boundary condiion

More information

2.1. Differential Equations and Solutions #3, 4, 17, 20, 24, 35

2.1. Differential Equations and Solutions #3, 4, 17, 20, 24, 35 MATH 5 PS # Summr 00.. Diffrnial Equaions and Soluions PS.# Show ha ()C #, 4, 7, 0, 4, 5 ( / ) is a gnral soluion of h diffrnial quaion. Us a compur or calculaor o skch h soluions for h givn valus of h

More information

Double Slits in Space and Time

Double Slits in Space and Time Doubl Slis in Sac an Tim Gorg Jons As has bn ror rcnly in h mia, a am l by Grhar Paulus has monsra an inrsing chniqu for ionizing argon aoms by using ulra-shor lasr ulss. Each lasr uls is ffcivly on an

More information

Ministry of Education and Science of Ukraine National Technical University Ukraine "Igor Sikorsky Kiev Polytechnic Institute"

Ministry of Education and Science of Ukraine National Technical University Ukraine Igor Sikorsky Kiev Polytechnic Institute Minisry of Educaion and Scinc of Ukrain Naional Tchnical Univrsiy Ukrain "Igor Sikorsky Kiv Polychnic Insiu" OPERATION CALCULATION Didacic marial for a modal rfrnc work on mahmaical analysis for sudns

More information

On the Speed of Heat Wave. Mihály Makai

On the Speed of Heat Wave. Mihály Makai On h Spd of Ha Wa Mihály Maai maai@ra.bm.hu Conns Formulaion of h problm: infini spd? Local hrmal qulibrium (LTE hypohsis Balanc quaion Phnomnological balanc Spd of ha wa Applicaion in plasma ranspor 1.

More information

UNSTEADY FLOW OF A FLUID PARTICLE SUSPENSION BETWEEN TWO PARALLEL PLATES SUDDENLY SET IN MOTION WITH SAME SPEED

UNSTEADY FLOW OF A FLUID PARTICLE SUSPENSION BETWEEN TWO PARALLEL PLATES SUDDENLY SET IN MOTION WITH SAME SPEED 006-0 Asian Rsarch Publishing work (ARP). All righs rsrvd. USTEADY FLOW OF A FLUID PARTICLE SUSPESIO BETWEE TWO PARALLEL PLATES SUDDELY SET I MOTIO WITH SAME SPEED M. suniha, B. Shankr and G. Shanha 3

More information

A MATHEMATICAL MODEL FOR NATURAL COOLING OF A CUP OF TEA

A MATHEMATICAL MODEL FOR NATURAL COOLING OF A CUP OF TEA MTHEMTICL MODEL FOR NTURL COOLING OF CUP OF TE 1 Mrs.D.Kalpana, 2 Mr.S.Dhvarajan 1 Snior Lcurr, Dparmn of Chmisry, PSB Polychnic Collg, Chnnai, India. 2 ssisan Profssor, Dparmn of Mahmaics, Dr.M.G.R Educaional

More information

Lecture 2: Current in RC circuit D.K.Pandey

Lecture 2: Current in RC circuit D.K.Pandey Lcur 2: urrn in circui harging of apacior hrough Rsisr L us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R and a ky K in sris. Whn h ky K is swichd on, h charging

More information

Applied Statistics and Probability for Engineers, 6 th edition October 17, 2016

Applied Statistics and Probability for Engineers, 6 th edition October 17, 2016 Applid Saisics and robabiliy for Enginrs, 6 h diion Ocobr 7, 6 CHATER Scion - -. a d. 679.. b. d. 88 c d d d. 987 d. 98 f d.. Thn, = ln. =. g d.. Thn, = ln.9 =.. -7. a., by symmry. b.. d...6. 7.. c...

More information

Microscopic Flow Characteristics Time Headway - Distribution

Microscopic Flow Characteristics Time Headway - Distribution CE57: Traffic Flow Thory Spring 20 Wk 2 Modling Hadway Disribuion Microscopic Flow Characrisics Tim Hadway - Disribuion Tim Hadway Dfiniion Tim Hadway vrsus Gap Ahmd Abdl-Rahim Civil Enginring Dparmn,

More information

The finite element models of thin-walled branched structures in heat transfer problems

The finite element models of thin-walled branched structures in heat transfer problems 03 ISSN 39-07. ECHANIKA. 0 olum 8(): 03-08 h fini lmn modls of hin-walld branchd srucurs in ha ransfr problms S. urskinė Šiauliai Univrsiy 9 išinskio g. 7756 Šiauliai Lihuania E-mail: Sigia@fm.su.l hp://dx.doi.org/0.5755/j0.mch.8..56.

More information

Charging of capacitor through inductor and resistor

Charging of capacitor through inductor and resistor cur 4&: R circui harging of capacior hrough inducor and rsisor us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R, an inducor of inducanc and a y K in sris.

More information

Institute of Actuaries of India

Institute of Actuaries of India Insiu of Acuaris of India ubjc CT3 Probabiliy and Mahmaical aisics Novmbr Examinaions INDICATIVE OLUTION Pag of IAI CT3 Novmbr ol. a sampl man = 35 sampl sandard dviaion = 36.6 b for = uppr bound = 35+*36.6

More information

Why Laplace transforms?

Why Laplace transforms? MAE4 Linar ircui Why Lalac ranform? Firordr R cc v v v KVL S R inananou for ach Subiu lmn rlaion v S Ordinary diffrnial quaion in rm of caacior volag Lalac ranform Solv Invr LT V u, v Ri, i A R V A _ v

More information

A HAMILTON-JACOBI TREATMENT OF DISSIPATIVE SYSTEMS

A HAMILTON-JACOBI TREATMENT OF DISSIPATIVE SYSTEMS Europan Scinific Journal Ocobr 13 diion vol9, No3 ISSN: 1857 7881 (Prin) - ISSN 1857-7431 A AMILTON-JACOBI TREATMENT OF DISSIPATIVE SYSTEMS Ola A Jarab'ah Tafila Tchnical Univrsiy, Tafila, Jordan Khald

More information

Logistic equation of Human population growth (generalization to the case of reactive environment).

Logistic equation of Human population growth (generalization to the case of reactive environment). Logisic quaion of Human populaion growh gnralizaion o h cas of raciv nvironmn. Srg V. Ershkov Insiu for Tim aur Exploraions M.V. Lomonosov's Moscow Sa Univrsi Lninski gor - Moscow 999 ussia -mail: srgj-rshkov@andx.ru

More information

CSE 245: Computer Aided Circuit Simulation and Verification

CSE 245: Computer Aided Circuit Simulation and Verification CSE 45: Compur Aidd Circui Simulaion and Vrificaion Fall 4, Sp 8 Lcur : Dynamic Linar Sysm Oulin Tim Domain Analysis Sa Equaions RLC Nwork Analysis by Taylor Expansion Impuls Rspons in im domain Frquncy

More information

International Conference on Energy and Environmental Protection (ICEEP 2016)

International Conference on Energy and Environmental Protection (ICEEP 2016) Inrnaional Confrnc on Enrgy and Environmnal Procion (ICEEP 6) Discussion abou diffrnial quaion of diffusion y in h Submarin Inducd Polarizaion Elcrical Proscing Wang Yuanshng,a Yan LinBo,b, LU Guiying,,c

More information

Lecture 1: Numerical Integration The Trapezoidal and Simpson s Rule

Lecture 1: Numerical Integration The Trapezoidal and Simpson s Rule Lcur : Numrical ngraion Th Trapzoidal and Simpson s Rul A problm Th probabiliy of a normally disribud (man µ and sandard dviaion σ ) vn occurring bwn h valus a and b is B A P( a x b) d () π whr a µ b -

More information

A Condition for Stability in an SIR Age Structured Disease Model with Decreasing Survival Rate

A Condition for Stability in an SIR Age Structured Disease Model with Decreasing Survival Rate A Condiion for abiliy in an I Ag rucurd Disas Modl wih Dcrasing urvival a A.K. upriana, Edy owono Dparmn of Mahmaics, Univrsias Padjadjaran, km Bandung-umng 45363, Indonsia fax: 6--7794696, mail: asupria@yahoo.com.au;

More information

Phys463.nb Conductivity. Another equivalent definition of the Fermi velocity is

Phys463.nb Conductivity. Another equivalent definition of the Fermi velocity is 39 Anohr quival dfiniion of h Fri vlociy is pf vf (6.4) If h rgy is a quadraic funcion of k H k L, hs wo dfiniions ar idical. If is NOT a quadraic funcion of k (which could happ as will b discussd in h

More information

5. An object moving along an x-coordinate axis with its scale measured in meters has a velocity of 6t

5. An object moving along an x-coordinate axis with its scale measured in meters has a velocity of 6t AP CALCULUS FINAL UNIT WORKSHEETS ACCELERATION, VELOCTIY AND POSITION In problms -, drmin h posiion funcion, (), from h givn informaion.. v (), () = 5. v ()5, () = b g. a (), v() =, () = -. a (), v() =

More information

Midterm Examination (100 pts)

Midterm Examination (100 pts) Econ 509 Spring 2012 S.L. Parn Midrm Examinaion (100 ps) Par I. 30 poins 1. Dfin h Law of Diminishing Rurns (5 ps.) Incrasing on inpu, call i inpu x, holding all ohr inpus fixd, on vnuall runs ino h siuaion

More information

a dt a dt a dt dt If 1, then the poles in the transfer function are complex conjugates. Let s look at f t H t f s / s. So, for a 2 nd order system:

a dt a dt a dt dt If 1, then the poles in the transfer function are complex conjugates. Let s look at f t H t f s / s. So, for a 2 nd order system: Undrdamd Sysms Undrdamd Sysms nd Ordr Sysms Ouu modld wih a nd ordr ODE: d y dy a a1 a0 y b f If a 0 0, hn: whr: a d y a1 dy b d y dy y f y f a a a 0 0 0 is h naural riod of oscillaion. is h daming facor.

More information

PFC Predictive Functional Control

PFC Predictive Functional Control PFC Prdiciv Funcional Conrol Prof. Car d Prada D. of Sm Enginring and Auomaic Conrol Univri of Valladolid, Sain rada@auom.uva. Oulin A iml a oibl Moivaion PFC main ida An inroducor xaml Moivaion Prdiciv

More information

Laplace Transforms recap for ccts

Laplace Transforms recap for ccts Lalac Tranform rca for cc Wha h big ida?. Loo a iniial condiion ron of cc du o caacior volag and inducor currn a im Mh or nodal analyi wih -domain imdanc rianc or admianc conducanc Soluion of ODE drivn

More information

G. =, etc.

G. =, etc. Maerial Models υ υ3 0 0 0 υ υ 3 0 0 0 υ3 υ3 0 0 0 = 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 3 l (9..4) he subscris denoe he maerial axes, i.e., υ = υ and = (9..5) i j xi xj ii xi Since l is symmeric υ υ =, ec.

More information

Estimation of Metal Recovery Using Exponential Distribution

Estimation of Metal Recovery Using Exponential Distribution Inrnaional rd Journal o Sinii sarh in Enginring (IJSE).irjsr.om Volum 1 Issu 1 ǁ D. 216 ǁ PP. 7-11 Esimaion o Mal ovry Using Exponnial Disribuion Hüsyin Ankara Dparmn o Mining Enginring, Eskishir Osmangazi

More information

The transition:transversion rate ratio vs. the T-ratio.

The transition:transversion rate ratio vs. the T-ratio. PhyloMah Lcur 8 by Dan Vandrpool March, 00 opics of Discussion ransiion:ransvrsion ra raio Kappa vs. ransiion:ransvrsion raio raio alculaing h xpcd numbr of subsiuions using marix algbra Why h nral im

More information

Lecture 1: Growth and decay of current in RL circuit. Growth of current in LR Circuit. D.K.Pandey

Lecture 1: Growth and decay of current in RL circuit. Growth of current in LR Circuit. D.K.Pandey cur : Growh and dcay of currn in circui Growh of currn in Circui us considr an inducor of slf inducanc is conncd o a DC sourc of.m.f. E hrough a rsisr of rsisanc and a ky K in sris. Whn h ky K is swichd

More information

Boyce/DiPrima 9 th ed, Ch 7.8: Repeated Eigenvalues

Boyce/DiPrima 9 th ed, Ch 7.8: Repeated Eigenvalues Boy/DiPrima 9 h d Ch 7.8: Rpad Eignvalus Elmnary Diffrnial Equaions and Boundary Valu Problms 9 h diion by William E. Boy and Rihard C. DiPrima 9 by John Wily & Sons In. W onsidr again a homognous sysm

More information

Asymptotic Solutions of Fifth Order Critically Damped Nonlinear Systems with Pair Wise Equal Eigenvalues and another is Distinct

Asymptotic Solutions of Fifth Order Critically Damped Nonlinear Systems with Pair Wise Equal Eigenvalues and another is Distinct Qus Journals Journal of Rsarch in Applid Mahmaics Volum ~ Issu (5 pp: -5 ISSN(Onlin : 94-74 ISSN (Prin:94-75 www.usjournals.org Rsarch Papr Asympoic Soluions of Fifh Ordr Criically Dampd Nonlinar Sysms

More information

Boyce/DiPrima 9 th ed, Ch 2.1: Linear Equations; Method of Integrating Factors

Boyce/DiPrima 9 th ed, Ch 2.1: Linear Equations; Method of Integrating Factors Boc/DiPrima 9 h d, Ch.: Linar Equaions; Mhod of Ingraing Facors Elmnar Diffrnial Equaions and Boundar Valu Problms, 9 h diion, b William E. Boc and Richard C. DiPrima, 009 b John Wil & Sons, Inc. A linar

More information

MEM 355 Performance Enhancement of Dynamical Systems A First Control Problem - Cruise Control

MEM 355 Performance Enhancement of Dynamical Systems A First Control Problem - Cruise Control MEM 355 Prformanc Enhancmn of Dynamical Sysms A Firs Conrol Problm - Cruis Conrol Harry G. Kwany Darmn of Mchanical Enginring & Mchanics Drxl Univrsiy Cruis Conrol ( ) mv = F mg sinθ cv v +.2v= u 9.8θ

More information

ELASTO-PLASTIC ANALYSIS OF STRUCTURES USING HEXAHEDRICAL ELEMENTS WITH EIGHT NODES AND ONE-POINT QUADRATURE

ELASTO-PLASTIC ANALYSIS OF STRUCTURES USING HEXAHEDRICAL ELEMENTS WITH EIGHT NODES AND ONE-POINT QUADRATURE Mcánica Compuacional Vol XXV, pp. 86-878 Albro Cardona, Norbro Nigro, Vicorio Sonzogni, Mario Sori. (Eds.) Sana F, Argnina, Novimbr 26 ELASTO-PLASTIC ANALYSIS OF STRUCTURES USING HEXAHEDRICAL ELEMENTS

More information

Lecture 2: Bayesian inference - Discrete probability models

Lecture 2: Bayesian inference - Discrete probability models cu : Baysian infnc - Disc obabiliy modls Many hings abou Baysian infnc fo disc obabiliy modls a simila o fqunis infnc Disc obabiliy modls: Binomial samling Samling a fix numb of ials fom a Bnoulli ocss

More information

Ratio-Product Type Exponential Estimator For Estimating Finite Population Mean Using Information On Auxiliary Attribute

Ratio-Product Type Exponential Estimator For Estimating Finite Population Mean Using Information On Auxiliary Attribute Raio-Produc T Exonnial Esimaor For Esimaing Fini Poulaion Man Using Informaion On Auxiliar Aribu Rajsh Singh, Pankaj hauhan, and Nirmala Sawan, School of Saisics, DAVV, Indor (M.P., India (rsinghsa@ahoo.com

More information

GENERALIZATION OF NON-ITERATIVE NUMERICAL METHODS FOR DAMAGE-PLASTIC BEHAVIOUR MODELING

GENERALIZATION OF NON-ITERATIVE NUMERICAL METHODS FOR DAMAGE-PLASTIC BEHAVIOUR MODELING VIII Inrnaional Confrnc on Fracur Mchanics of Concr and Concr Srucurs FraMCoS-8 J.G.M. Van Mir, G. Ruiz, C. ndrad, R.C. Yu and X.X. Zhang (Eds) GENERLIZTIN F NN-ITERTIVE NUMERICL METHDS FR DMGE-PLSTIC

More information

Smoking Tobacco Experiencing with Induced Death

Smoking Tobacco Experiencing with Induced Death Europan Journal of Biological Scincs 9 (1): 52-57, 2017 ISSN 2079-2085 IDOSI Publicaions, 2017 DOI: 10.5829/idosi.jbs.2017.52.57 Smoking Tobacco Exprincing wih Inducd Dah Gachw Abiy Salilw Dparmn of Mahmaics,

More information

Elementary Differential Equations and Boundary Value Problems

Elementary Differential Equations and Boundary Value Problems Elmnar Diffrnial Equaions and Boundar Valu Problms Boc. & DiPrima 9 h Ediion Chapr : Firs Ordr Diffrnial Equaions 00600 คณ ตศาสตร ว ศวกรรม สาขาว ชาว ศวกรรมคอมพ วเตอร ป การศ กษา /55 ผศ.ดร.อร ญญา ผศ.ดร.สมศ

More information

Computational prediction of high ZT of n-type Mg 3 Sb 2 - based compounds with isotropic thermoelectric conduction performance

Computational prediction of high ZT of n-type Mg 3 Sb 2 - based compounds with isotropic thermoelectric conduction performance Elcronic Supplnary Marial (ES for Physical Chisry Chical Physics. This journal is h Ownr Sociis 08 Supporing nforaion Copuaional prdicion of high ZT of n-yp Mg 3 Sb - basd copounds wih isoropic hrolcric

More information

ERROR ANALYSIS A.J. Pintar and D. Caspary Department of Chemical Engineering Michigan Technological University Houghton, MI September, 2012

ERROR ANALYSIS A.J. Pintar and D. Caspary Department of Chemical Engineering Michigan Technological University Houghton, MI September, 2012 ERROR AALYSIS AJ Pinar and D Caspary Dparmn of Chmical Enginring Michigan Tchnological Univrsiy Houghon, MI 4993 Spmbr, 0 OVERVIEW Exprimnaion involvs h masurmn of raw daa in h laboraory or fild I is assumd

More information

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 3/28/2012. UW Madison

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 3/28/2012. UW Madison Economics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 3/28/2012 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 16 1 Consumpion Th Vry Forsighd dconsumr A vry forsighd

More information

Transfer function and the Laplace transformation

Transfer function and the Laplace transformation Lab No PH-35 Porland Sa Univriy A. La Roa Tranfr funcion and h Laplac ranformaion. INTRODUTION. THE LAPLAE TRANSFORMATION L 3. TRANSFER FUNTIONS 4. ELETRIAL SYSTEMS Analyi of h hr baic paiv lmn R, and

More information

A Simple Procedure to Calculate the Control Limit of Z Chart

A Simple Procedure to Calculate the Control Limit of Z Chart Inrnaional Journal of Saisics and Applicaions 214, 4(6): 276-282 DOI: 1.5923/j.saisics.21446.4 A Simpl Procdur o Calcula h Conrol Limi of Z Char R. C. Loni 1, N. A. S. Sampaio 2, J. W. J. Silva 2,3,*,

More information

REPETITION before the exam PART 2, Transform Methods. Laplace transforms: τ dτ. L1. Derive the formulas : L2. Find the Laplace transform F(s) if.

REPETITION before the exam PART 2, Transform Methods. Laplace transforms: τ dτ. L1. Derive the formulas : L2. Find the Laplace transform F(s) if. Tranform Mhod and Calculu of Svral Variabl H7, p Lcurr: Armin Halilovic KTH, Campu Haning E-mail: armin@dkh, wwwdkh/armin REPETITION bfor h am PART, Tranform Mhod Laplac ranform: L Driv h formula : a L[

More information

4.1 The Uniform Distribution Def n: A c.r.v. X has a continuous uniform distribution on [a, b] when its pdf is = 1 a x b

4.1 The Uniform Distribution Def n: A c.r.v. X has a continuous uniform distribution on [a, b] when its pdf is = 1 a x b 4. Th Uniform Disribuion Df n: A c.r.v. has a coninuous uniform disribuion on [a, b] whn is pdf is f x a x b b a Also, b + a b a µ E and V Ex4. Suppos, h lvl of unblivabiliy a any poin in a Transformrs

More information

2. The Laplace Transform

2. The Laplace Transform Th aac Tranorm Inroucion Th aac ranorm i a unamna an vry uu oo or uying many nginring robm To in h aac ranorm w conir a comx variab σ, whr σ i h ra ar an i h imaginary ar or ix vau o σ an w viw a a oin

More information

Wave Equation (2 Week)

Wave Equation (2 Week) Rfrnc Wav quaion ( Wk 6.5 Tim-armonic filds 7. Ovrviw 7. Plan Wavs in Losslss Mdia 7.3 Plan Wavs in Loss Mdia 7.5 Flow of lcromagnic Powr and h Poning Vcor 7.6 Normal Incidnc of Plan Wavs a Plan Boundaris

More information

I) Title: Rational Expectations and Adaptive Learning. II) Contents: Introduction to Adaptive Learning

I) Title: Rational Expectations and Adaptive Learning. II) Contents: Introduction to Adaptive Learning I) Til: Raional Expcaions and Adapiv Larning II) Conns: Inroducion o Adapiv Larning III) Documnaion: - Basdvan, Olivir. (2003). Larning procss and raional xpcaions: an analysis using a small macroconomic

More information

ON DETERMINATION OF SOME CHARACTERISTICS OF SEMI-MARKOV PROCESS FOR DIFFERENT DISTRIBUTIONS OF TRANSIENT PROBABILITIES ABSTRACT

ON DETERMINATION OF SOME CHARACTERISTICS OF SEMI-MARKOV PROCESS FOR DIFFERENT DISTRIBUTIONS OF TRANSIENT PROBABILITIES ABSTRACT Zajac, Budny ON DETERMINATION O SOME CHARACTERISTICS O SEMI MARKOV PROCESS OR DIERENT DISTRIBUTIONS O R&RATA # 2(3 ar 2 (Vol. 2 29, June ON DETERMINATION O SOME CHARACTERISTICS O SEMI-MARKOV PROCESS OR

More information

CONTROL SYSTEM DESIGN OF GUIDED MISSILE

CONTROL SYSTEM DESIGN OF GUIDED MISSILE VOL. 6, NO., NOVEMBER 0 ISSN 89-6608 ARPN Journal of Eninrin and Alid Scincs 006-0 Asian Rsarch Publishin Nwork ARPN. All rihs rsrvd. www.arnjournals.com CONTROL SYSTEM DESIGN OF GUIDED MISSILE Muhammad

More information

Midterm exam 2, April 7, 2009 (solutions)

Midterm exam 2, April 7, 2009 (solutions) Univrsiy of Pnnsylvania Dparmn of Mahmaics Mah 26 Honors Calculus II Spring Smsr 29 Prof Grassi, TA Ashr Aul Midrm xam 2, April 7, 29 (soluions) 1 Wri a basis for h spac of pairs (u, v) of smooh funcions

More information

EXERCISE - 01 CHECK YOUR GRASP

EXERCISE - 01 CHECK YOUR GRASP DIFFERENTIAL EQUATION EXERCISE - CHECK YOUR GRASP 7. m hn D() m m, D () m m. hn givn D () m m D D D + m m m m m m + m m m m + ( m ) (m ) (m ) (m + ) m,, Hnc numbr of valus of mn will b. n ( ) + c sinc

More information

Chapter 12 Introduction To The Laplace Transform

Chapter 12 Introduction To The Laplace Transform Chapr Inroducion To Th aplac Tranorm Diniion o h aplac Tranorm - Th Sp & Impul uncion aplac Tranorm o pciic uncion 5 Opraional Tranorm Applying h aplac Tranorm 7 Invr Tranorm o Raional uncion 8 Pol and

More information

A Method of Performance Assessment of PID Controller with Actuator Saturation

A Method of Performance Assessment of PID Controller with Actuator Saturation Inrnaional Confrnc on Mcharonic, Elcronic, Indurial and Conrol Enginring (MEIC 5 A Mhod of rformanc Amn of ID Conrollr wih Acuaor Sauraion Xia Hao Faculy of Elcronic and Elcrical Enginring Dalian Univriy

More information

CHAPTER CHAPTER14. Expectations: The Basic Tools. Prepared by: Fernando Quijano and Yvonn Quijano

CHAPTER CHAPTER14. Expectations: The Basic Tools. Prepared by: Fernando Quijano and Yvonn Quijano Expcaions: Th Basic Prpard by: Frnando Quijano and Yvonn Quijano CHAPTER CHAPTER14 2006 Prnic Hall Businss Publishing Macroconomics, 4/ Olivir Blanchard 14-1 Today s Lcur Chapr 14:Expcaions: Th Basic Th

More information

The model proposed by Vasicek in 1977 is a yield-based one-factor equilibrium model given by the dynamic

The model proposed by Vasicek in 1977 is a yield-based one-factor equilibrium model given by the dynamic h Vsick modl h modl roosd by Vsick in 977 is yild-bsd on-fcor quilibrium modl givn by h dynmic dr = b r d + dw his modl ssums h h shor r is norml nd hs so-clld "mn rvring rocss" (undr Q. If w u r = b/,

More information

10. If p and q are the lengths of the perpendiculars from the origin on the tangent and the normal to the curve

10. If p and q are the lengths of the perpendiculars from the origin on the tangent and the normal to the curve 0. If p and q ar h lnghs of h prpndiculars from h origin on h angn and h normal o h curv + Mahmaics y = a, hn 4p + q = a a (C) a (D) 5a 6. Wha is h diffrnial quaion of h family of circls having hir cnrs

More information

NEW METHOD FOR DETERMINING COOLING TIME AND PREHEATING TEMPERATURE IN ARC WELDING. Prof. Dr, University of Belgrade, High Technical School

NEW METHOD FOR DETERMINING COOLING TIME AND PREHEATING TEMPERATURE IN ARC WELDING. Prof. Dr, University of Belgrade, High Technical School NEW METHOD FOR DETERMINING COOLING TIME AND PREHEATING TEMPERATURE IN ARC WELDING Valnina M. NEJKOVIĆ 1, Miroslav S. MILIĆEVIĆ *, Zoran J. RADAKOVIĆ 3 1 Assisan, Prof. Dr, Univrsiy of Niš, Faculy of Elcronic

More information

GARCH type portfolio selection models with the Markovian approach

GARCH type portfolio selection models with the Markovian approach GARCH y orfolio slcion modls wih h Marovian aroach Gaano Iaquina, Srgio Orolli Lozza, Enrico Angllli Darmn MSIA Univrsiy of Brgamo 47-Via di Caniana, ; Brgamo - Ialy; -mail addrsss: sol@unig.i; gaano,iaquina@unig.i

More information

Available online at ScienceDirect. Procedia CIRP 33 (2015 )

Available online at  ScienceDirect. Procedia CIRP 33 (2015 ) Availabl onlin a www.scincdirc.com ScincDirc Procdia CIRP 33 (015 ) 476 483 9h CIRP Confrnc on Inllign Comuaion in Manufacuring Enginring - CIRP ICME '14 Oimizaion of Turn-milling Procsss Mhm Emr Kara

More information

Lagrangian for RLC circuits using analogy with the classical mechanics concepts

Lagrangian for RLC circuits using analogy with the classical mechanics concepts Lagrangian for RLC circuis using analogy wih h classical mchanics concps Albrus Hariwangsa Panuluh and Asan Damanik Dparmn of Physics Educaion, Sanaa Dharma Univrsiy Kampus III USD Paingan, Maguwoharjo,

More information

CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 259] B-Trees

CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 259] B-Trees CPSC 211 Daa Srucurs & Implmnaions (c) Txas A&M Univrsiy [ 259] B-Trs Th AVL r and rd-black r allowd som variaion in h lnghs of h diffrn roo-o-laf pahs. An alrnaiv ida is o mak sur ha all roo-o-laf pahs

More information

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 4/25/2011. UW Madison

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 4/25/2011. UW Madison conomics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 4/25/2011 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 21 1 Th Mdium Run ε = P * P Thr ar wo ways in which

More information

Instability Analysis of Laminated Composite Beams Subjected to Parametric Axial Load

Instability Analysis of Laminated Composite Beams Subjected to Parametric Axial Load Insabiliy Analysis of aminad Composi Bams Subjcd o Paramric Axial oad Alirza Fridooni, Kamran Bhdinan, Zouhir Fawaz Absrac h ingral form of quaions of moion of composi bams subjcd o varying im loads ar

More information

FWM in One-dimensional Nonlinear Photonic Crystal and Theoretical Investigation of Parametric Down Conversion Efficiency (Steady State Analysis)

FWM in One-dimensional Nonlinear Photonic Crystal and Theoretical Investigation of Parametric Down Conversion Efficiency (Steady State Analysis) Procdings of h Inrnaional MuliConfrnc of nginrs and Compur Sciniss 9 Vol II IMCS 9 March 8-9 Hong Kong FWM in On-dimnsional Nonlinar Phoonic Crysal and Thorical Invsigaion of Paramric Down Convrsion fficincy

More information

Impulsive Differential Equations. by using the Euler Method

Impulsive Differential Equations. by using the Euler Method Applid Mahmaical Scincs Vol. 4 1 no. 65 19 - Impulsiv Diffrnial Equaions by using h Eulr Mhod Nor Shamsidah B Amir Hamzah 1 Musafa bin Mama J. Kaviumar L Siaw Chong 4 and Noor ani B Ahmad 5 1 5 Dparmn

More information

DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS. Assoc. Prof. Dr. Burak Kelleci. Spring 2018

DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS. Assoc. Prof. Dr. Burak Kelleci. Spring 2018 DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS Aoc. Prof. Dr. Burak Kllci Spring 08 OUTLINE Th Laplac Tranform Rgion of convrgnc for Laplac ranform Invr Laplac ranform Gomric valuaion

More information

The Markovian portfolio selection model with GARCH volatility dynamics

The Markovian portfolio selection model with GARCH volatility dynamics Procdings of h 5h WSEAS Inrnaional Confrnc on Economy and Managmn Transformaion (Volum I Th Markovian orfolio slcion modl wih GARCH volailiy dynamics GAETANO IAUINTA, SERGIO ORTOBELLI LOZZA, ENRICO ANGELELLI

More information

1. Inverse Matrix 4[(3 7) (02)] 1[(0 7) (3 2)] Recall that the inverse of A is equal to:

1. Inverse Matrix 4[(3 7) (02)] 1[(0 7) (3 2)] Recall that the inverse of A is equal to: Rfrncs Brnank, B. and I. Mihov (1998). Masuring monary policy, Quarrly Journal of Economics CXIII, 315-34. Blanchard, O. R. Proi (00). An mpirical characrizaion of h dynamic ffcs of changs in govrnmn spnding

More information

Modeling and Experimental Investigation on the Internal Leakage in a CO2 Rotary Vane Expander

Modeling and Experimental Investigation on the Internal Leakage in a CO2 Rotary Vane Expander urdu Univrsiy urdu -ubs Inrnaional Comprssor Enginring Confrnc School of chanical Enginring 2008 odling and Exprimnal Invsigaion on h Inrnal Lakag in a CO2 Roary Van Expandr Bingchun Yang Xi an Jiaoong

More information

( ) 2! l p. Nonlinear Dynamics for Gear Fault Level. ( ) f ( x) ( ),! = sgn % " p. Open Access. Su Xunwen *,1, Liu Jinhao 1 and Wang Shaoping 2. !

( ) 2! l p. Nonlinear Dynamics for Gear Fault Level. ( ) f ( x) ( ),! = sgn %  p. Open Access. Su Xunwen *,1, Liu Jinhao 1 and Wang Shaoping 2. ! Nonlinar Dynamics for Gar Faul Lvl Su Xunwn Liu Jinhao and Wang Shaoping Snd Ordrs for Rprins o rprins@bnhamscinc.a Th Opn Mchanical Enginring Journal 04 8 487496 487 Opn Accss School of Tchnology Bijing

More information

whereby we can express the phase by any one of the formulas cos ( 3 whereby we can express the phase by any one of the formulas

whereby we can express the phase by any one of the formulas cos ( 3 whereby we can express the phase by any one of the formulas Third In-Class Exam Soluions Mah 6, Profssor David Lvrmor Tusday, 5 April 07 [0] Th vrical displacmn of an unforcd mass on a spring is givn by h 5 3 cos 3 sin a [] Is his sysm undampd, undr dampd, criically

More information

Electrical Conductivity Measurement of Oxides Melts

Electrical Conductivity Measurement of Oxides Melts Inrnaional Scinific Colloquium Modlling for Marial rocssing Riga Jun 8-9 2006 lcrical Conduciviy Masurmn of Oxids Mls I. ozniak A. chnkov A. Shaunov Absrac Nowihsanding on variy of xising procsss of ucion

More information

Study of Tyre Damping Ratio and In-Plane Time Domain Simulation with Modal Parameter Tyre Model (MPTM)

Study of Tyre Damping Ratio and In-Plane Time Domain Simulation with Modal Parameter Tyre Model (MPTM) Sudy o Ty Damping aio and In-Plan Tim Domain Simulaion wih Modal Paam Ty Modl (MPTM D. Jin Shang, D. Baojang Li, and Po. Dihua Guan Sa Ky Laboaoy o Auomoiv Say and Engy, Tsinghua Univsiy, Bijing, China

More information

CHAPTER. Linear Systems of Differential Equations. 6.1 Theory of Linear DE Systems. ! Nullcline Sketching. Equilibrium (unstable) at (0, 0)

CHAPTER. Linear Systems of Differential Equations. 6.1 Theory of Linear DE Systems. ! Nullcline Sketching. Equilibrium (unstable) at (0, 0) CHATER 6 inar Sysms of Diffrnial Equaions 6 Thory of inar DE Sysms! ullclin Skching = y = y y υ -nullclin Equilibrium (unsabl) a (, ) h nullclin y = υ nullclin = h-nullclin (S figur) = + y y = y Equilibrium

More information

INFLUENCE OF RESIDENCE-TIME DISTRIBUTION ON A SURFACE-RENEWAL MODEL OF CONSTANT-PRESSURE CROSS-FLOW MICROFILTRATION

INFLUENCE OF RESIDENCE-TIME DISTRIBUTION ON A SURFACE-RENEWAL MODEL OF CONSTANT-PRESSURE CROSS-FLOW MICROFILTRATION Brazilian Journal of Chmical Enginring IN 4-6632 Prind in Brazil www.abq.org.br/bjch Vol. 32, No.,. 39-54, January - March, 25 dx.doi.org/.59/4-6632.2532s329 INFLUENCE OF REIDENCE-TIME DITRIBUTION ON A

More information

Description of the MS-Regress R package (Rmetrics)

Description of the MS-Regress R package (Rmetrics) Descriion of he MS-Regress R ackage (Rmerics) Auhor: Marcelo Perlin PhD Suden / ICMA Reading Universiy Email: marceloerlin@gmail.com / m.erlin@icmacenre.ac.uk The urose of his documen is o show he general

More information

Grangeat-Type Helical Half-Scan CT Algorithm for Reconstruction of a Short Object. Seung Wook Lee a, b and Ge Wang a. Department of Radiology

Grangeat-Type Helical Half-Scan CT Algorithm for Reconstruction of a Short Object. Seung Wook Lee a, b and Ge Wang a. Department of Radiology Granga-Typ Hlical Half-Scan CT Algorihm for Rconsrucion of a Shor Objc Sung Wook L a, b and G Wang a a CT/Micro-CT Lab. Dparmn of Radiology Dparmn of Biomdical Enginring Univrsiy of Iowa Iowa Ciy, IA,

More information

Effects of ion motion on linear Landau damping

Effects of ion motion on linear Landau damping Effcs of ion moion on linar Landau damping Hui Xu 1**, Zhng-Ming Shng 2,3,4, Xiang-Mu Kong 1, Fu-Fang Su 1 1 Shandong Provincial Ky Laboraory of Lasr Polarizaion and Informaion Tchnology, Dparmn of Physics,

More information

Control System Engineering (EE301T) Assignment: 2

Control System Engineering (EE301T) Assignment: 2 Conrol Sysm Enginring (EE0T) Assignmn: PART-A (Tim Domain Analysis: Transin Rspons Analysis). Oain h rspons of a uniy fdack sysm whos opn-loop ransfr funcion is (s) s ( s 4) for a uni sp inpu and also

More information

General Article Application of differential equation in L-R and C-R circuit analysis by classical method. Abstract

General Article Application of differential equation in L-R and C-R circuit analysis by classical method. Abstract Applicaion of Diffrnial... Gnral Aricl Applicaion of diffrnial uaion in - and C- circui analysis by classical mhod. ajndra Prasad gmi curr, Dparmn of Mahmaics, P.N. Campus, Pokhara Email: rajndraprasadrgmi@yahoo.com

More information

Final Exam : Solutions

Final Exam : Solutions Comp : Algorihm and Daa Srucur Final Exam : Soluion. Rcuriv Algorihm. (a) To bgin ind h mdian o {x, x,... x n }. Sinc vry numbr xcp on in h inrval [0, n] appar xacly onc in h li, w hav ha h mdian mu b

More information

Chapter 5 The Laplace Transform. x(t) input y(t) output Dynamic System

Chapter 5 The Laplace Transform. x(t) input y(t) output Dynamic System EE 422G No: Chapr 5 Inrucor: Chung Chapr 5 Th Laplac Tranform 5- Inroducion () Sym analyi inpu oupu Dynamic Sym Linar Dynamic ym: A procor which proc h inpu ignal o produc h oupu dy ( n) ( n dy ( n) +

More information

Almost power law : Tempered power-law models (T-FADE)

Almost power law : Tempered power-law models (T-FADE) Almos powr law : Tmprd powr-law modls T-FADE Yong Zhang Dsr Rsarch Insiu Novmbr 4, 29 Acknowldgmns Boris Baumr Mark Mrschar Donald Rvs Oulin Par Spac T-FADE modl. Inroducion 2. Numrical soluion 3. Momn

More information

Section. Problem Representation. Substation. Protection Device. protection equipments. Substation. Client. EPDS divided in blocks connected by

Section. Problem Representation. Substation. Protection Device. protection equipments. Substation. Client. EPDS divided in blocks connected by HIERARCHICAL MULTIPLE CRITERIA OPTIMIZATION OF MAINTENANCE ACTIVITIES ON POWER DISTRIBUTION NETWORKS Problm Rprsaion EPDS comprising: Subsaions, primary nworks, scondary, nworks; Fdrs (cabls, lins, pols,

More information

Single Electron Devices for Logic Applications

Single Electron Devices for Logic Applications Sinl Elcron Dvics for Loic Applicaions Rza M. Rad UMB Basd on pas 45-441 441 of Nanolcronics and Informaion Tchnoloy,, Rainr Wasr Inroducion Scalin down MOSFETs has bn fundamnal in improvin h prformanc

More information

Study on the Lightweight checkpoint based rollback recovery mechanism

Study on the Lightweight checkpoint based rollback recovery mechanism 9 Inrnaional Confrnc on Compur Enginring and Applicaions II vol. IAI rss, Singapor Sudy on h ighwigh chcpoin basd rollbac rcovry mchanism Zhang i,3, ang Rui Dai Hao 3, Ma Mingai 3 and i Xianghong 4 Insiu

More information

Lecture 4: Laplace Transforms

Lecture 4: Laplace Transforms Lur 4: Lapla Transforms Lapla and rlad ransformaions an b usd o solv diffrnial quaion and o rdu priodi nois in signals and imags. Basially, hy onvr h drivaiv opraions ino mulipliaion, diffrnial quaions

More information