The Effect of Near-Wall Vortices on Wall Shear Stress in Turbulent Boundary Layers
|
|
- Giles Griffin
- 5 years ago
- Views:
Transcription
1 Engneerng, 00,, do:0.436/eng Publshed Onlne March 00 (htt:// The Effect of Near-Wall Vortces on Wall Shear Stress n Turbulent Boundary Layers Shuangx Guo, Wanng L School of Cvl Engneerng and Mechancs, Huazhong Unversty of Scence and Technology, Wuhan, Chna The Key Laboratory of Mechancs on Western Dsaster and Envronment of the Mnstry of Educaton of Chna, Lanzhou, Chna Emal: gsx_00@63.com Receved June 0, 009; revsed July 9, 009; acceted July, 009 Abstract The objectve of the resent study s to exlore the relaton between the near-wall vortces and the shear stress on the wall n two-dmensonal channel flows. A drect numercal smulaton of an ncoressble two-dmensonal turbulent channel flow s erformed wth sectral method and the results are used to examne the relaton between wall shear stress and near-wall vortces. The two-ont correlaton results ndcate that the wall shear stress s assocated wth the vortces near the wall and the maxmum correlaton-value locaton of the near-wall vortces s obtaned. The analyss of the nstantaneous dagrams of fluctuaton velocty vectors rovdes a further exresson for the above conclusons. The results of ths research rovde a useful sulement for the control of turbulent boundary layers. Keywords: Sectral Methods, Two-Dmensonal Turbulence, Wall Shear Stress, Two-Pont Correlaton. Introducton The flow henomenon of turbulent boundary layers s common n nature. It s closely related to aerosace, marne, envronmental energy, chemcal engneerng and other felds. In aeronautcal engneerng, the colex turbulent vortex structures n boundary layers not only affect the workng stablty and securty of the arcraft but also ncrease the skn frcton on the wall remarkably. So the research of control of turbulent boundary layers s sgnfcant. In recent years the related lteratures focus manly on two asects: control of near-wall turbulent structures and wall skn frcton. Essentally, the wall skn frcton s closely related wth the near-wall turbulent structures, so the researches on these two asects are n accordance. In flat wall flows, the wall shear stress consttutes wall skn frcton. Sheng, Malkel and Katz dd much n-deth and colete study on the relaton between wall shear stress (streamwse and sanwse) and near-wall flow structure (streamwse, sanwse and outsde structure) by exerment method []. Most researchers agreed that the near-wall streamwse vortces were the man effect factors of wall shear stress [-5]. The wall normal and sanwse veloctes boundary condtons were resented by the methods of wall blowng and sucton or sanwse-wall oscllaton, whch drectly changed the near-wall streamwse vortces and acheved the urose of control of the wall shear stress [6-8]. Though the detaled mechansm has not been coletely clear so far, the above-mentoned control methods have made good effectveness on wall shear stress reducton. Recently Y. S. Park et al also researched the control of wall shear stress by the method of wall blowng and sucton. Instead of vertcal to the wall, certan angles were resented between the blowng-sucton drecton and the streamwse drecton. Ths meant that the velocty boundary condtons brought by ther control method were normal and streamwse veloctes nstead of normal and sanwse veloctes. Ther exerments showed a better effectveness of wall shear stress reducton f the angle was roer [9]. In fact, wall normal and streamwse velocty boundary condtons changed the near-wall sanwse vortces drectly. As well as streamwse vortces, sanwse vortces are also the man characterstcs n turbulent boundary layers, whle are they also the crucal effect factors on wall shear stress as the streamwse vortces? Essentally, turbulent flow s absolutely three-dmensonal, but some certan turbulence moton, such as atmoshere or ocean flows, s behavng quas-two-dmensonally. The horzontal scales are hundreds of klometers n the ocean and thousands of klometers n the at-
2 9 moshere, whle ther vertcal scale s only a few klometers. So the turbulent motons n the vertcal drecton are suressed and can be gnored can be treated as twodmensonal turbulence [0-]. The saturaton states of two-dmensonal turbulence have the smlar characterstcs as the three-dmensonal turbulence, such as njecton, swee and other burstng henomenon [-3], whle they have lots of dfferences from the three-dmensonal turbulence, such as self-organzaton and nverse energy cascade [0-]. In addton, the smulaton of two-dmensonal turbulence requres less exensve coutatonal resources n coarson wth that of three-dmensonal turbulence. So t s also valuable for the study of two-dmensonal turbulence. Moreover, scalar vortcty n two-dmensonal turbulence s controlled by the normal and streamwse velocty, and has the same exresson as the sanwse vortcty n three-dmensonal v u turbulence,. So n the resent aer the x y two-dmensonal scalar vortcty s taken as the major subject of study nstead of the three-dmensonal sanwse vortcty. The objectve of the resent study s to exlore the relaton between the near-wall vortces and the shear stress on the wall n two-dmensonal channel flows. So far, the researches of two-dmensonal turbulence are manly lmted to the models wth unbounded condton, or wth the dentcal bounded condton such as square or crcular domans. The lteratures of two-dmensonal channel flow are rare. W. Kramer, H. J. H. Clercx and G. J. F. van Hejst have done some oneerng study on ths subject. They have researched the nfluence of the asect rato of the channel and the ntegral-scale Reynolds number on the large-scale self-organzaton of the flow n detal and obtaned lots of ortant consequence []. In the resent aer, the numercal rocess to smulate the two-dmensonal turbulent channel flows drectly wth sectral method s frstly ntroduced, and the accuracy and stablty of the roosed algorthm s verfed wth two exales. Secondly the relaton between the wall shear stress and near-wall vortces s exlored and the maxmum correlaton-value locaton of the near-wall vortces s obtaned. Fnally the nstantaneous dagrams of fluctuaton velocty vectors and the near-wall model are analyzed to rovde a further exresson for the conclusons obtaned..numercal Processes.. Numercal Method Wth the develoment of coutatonal technology and resources, the drect numercal smulaton (DNS) s more and more wdely used as the basc research aroach of turbulence. Sectral method s one of the most common methods for the DNS of turbulence, whch has many advantage, such as hgh degree of accuracy, quckly seed on convergence, and analytcally satal dervaton for flow varables [3]. Many researchers have done lots of oneerng and sgnfcant achevements for ths method, such as John Km, Mon & Moser [4], Kleser & Schumann [5], Hu, Morfey & Sandham [6]. So sectral method s aled to solve the Naver-Stokes equaton drectly n the resent study. The governng equatons for two-dmensonal ncoressble channel flow can be wrtten as the followng forms: u t f u x Re u x 0 Here, all varables are non-dmensonalzed by the channel half-wdth and lamnar Poseulle flow central velocty Uc ; Non-lnear term f ncludes the convectve terms and the mean ressure gradent [4]; and Re denotes the Reynolds number defned as Re U c /, where s knematc vscosty. Vortcty s defned as v u x y. Equaton () can be reduced to yeld a second-order equaton for the vortcty as follows: f f t Re z x 3 () () (3) The velocty coonent equatons can be deduced due to and contnuty Equaton (): u, v y x Fully develoed turbulent channel flow s homogeneous n the streamwse drecton, and erodc boundary condtons are used n ths drecton. All unknown quanttes are exanded wth Fourer seres n the streamwse drecton and Chebyshev olynomal n the normal drecton as follows: N / N qxyt (,, ) q ( t)ex( xt ) ( y) mn / P0 where m m. s amount of streamwse erod, defned as / xn, xn s the non-dmensonal wdth of coutatonal doman n the streamwse drecton; m s streamwse wave number; T ( y ) s -order Chebyshev olynomal. m (4)
3 9 Substtute the exansons of all unknown quanttes nto Equatons (3) and (4) resectvely, and the sectral coeffcent equatons for each Fourer wave number can be obtaned: N [ ( )] ˆ m D ( t) T 0 t Re ( y) N, m, 0 [ fˆ ( td ) fˆ ( t)] T( y) (5) ˆ ˆ m 0 0 ( D ) u () t T ( y) () t DT ( y) (6) ( ) ˆ ( ) ( ) ˆ m m ( ) 0 0 D v t T y t T ( y) (7) where dfferental oerator D defnes as D d. Equatons (5), (6) and (7) are the sectral coeffcent formulas dy for the vortcty, streamwse and normal velocty coonents. Boundary condtons of sectral coeffcents of vortcty can be derved from the vortcty defnton and wall non-sl condton as follows: ˆ ˆ () t u() t 0 0 ˆ 0 0 ( ) ( t) uˆ ( t) ( ) uˆ (8) ˆ Because of current tme ste s unknown, on the wall can t been solved from (8) drectly. In ths aer the teraton method s adoted to solve the boundary condtons of ˆ n every tme ste. The detaled rocess s as follows: ) Solve the ˆ on wall from (8) wth uˆ of revous tme ste. ) Solve the equaton (5) and (6) for ˆ and uˆ. 3) Coare current uˆ wth that of revous tme ste. If the dscreancy s greater than the gven crteron, return to ste ) wth current u. In the total numercal rocess the most coutng tme s sent on the FFT and IFFT for sectral method, so ths teraton rocess doesn t remarkably ncrease the coutng tme. The coutatonal results ndcated that method can rovde satsfactory accuracy. Boundary condtons of streamwse and normal veloctey-sectral coeffcents can be nduced smlarly: ˆ uˆ ( t) 0, ( ) uˆ ( t) vˆ ( t) 0, ( ) vˆ ( t) 0 (9) 0 0 Equatons of vortcty-sectral coeffcent and veloctey-sectral coeffcents wth corresondng boundary condtons coose to resectve closed equatons sets, whch can be solved and the corresondng sectral coeffcents can be obtaned. The tme advancement s carred out by sem-lct scheme: Crank-Ncolson for the vscous terms and Adams-Bashforth for the nonlnear terms. The detaled dscrete rocess can be consulted n Reference [4]... Coutatonal Model Two-dmensonal channel flow s chosen as the numercal model. The flow geometry and the coordnate system are shown n Fgure. The non-dmensonal sze of coutatonal doman s [0, ] [,]. Unform grds are aled n the streamwse drecton and non-unform grds n the normal drecton as follows: x x ( )/( N ) = N n y j cos( j), j ( j)/( N ) = N j where x n s the non-dmensonal wdth of coutatonal doman n the streamwse drecton. N and N are the grd numbers n the streamwse drecton and normal drecton resectvely..3. Small-Perturbaton Analyss The attenuaton of small erturbaton n lamnar Poseulle flow and lnear growth n the transton rocess of small erturbaton are resectvely smulated to rove the accuracy and stablty of the roosed algorthm. The coutaton s carred out wth 460 grd onts (64 65) for a Reynolds number 500, whch s lower than the transton crtcal Reynolds number. The tme ste s 0.00, whch satsfes CFL stablty condton. The coutaton lasts tll the soluton s steady. The ntal flow feld s lamnar Poseulle flow wth a small Fgure. Coordnate system of two-dmensonal channel.
4 93 erturbaton. Fgure (a) shows the devaton between ntal flow feld and Poseulle flow. Fgure (b) shows that the rofle of steady velocty soluton s consstent (a) (b) wth that of Poseulle flow. Fgure (c) shows the varaton of maxmal devaton wth tme between coutatonal flow feld and Poseulle flow. It can be seen that the maxmal devaton gradually reduces and aroxmately equals zero, even less than 0 8. Coutatonal results reflect the attenuaton of small erturbaton n lamnar flow and rove the accuracy and stablty of the roosed algorthm. The Reynolds number s ncreased to 7500, whch s hgher than the transton crtcal Reynolds number. The objectve s to calculate the lnear growth rate of small erturbaton wth the roosed algorthm n ths aer and coare that wth the results by solvng the Orr- Sommerfeld equaton. The ntal flow feld wth small erturbaton s set as follows: uxy (, ) y u, vxy (, ) v where u and v are n accordance wth the most nstable model of stablty theory wth the erturbaton wave number.0 and altude = Knetc ene- rgy of erturbaton s defned as: () ( ) 0 E t u v dxdy Accordng to the lnear theory of small erturbaton, the knetc energy ncreases exonentally wth tme, ct Et () E(0) e. The lnear growth rate c s by solvng the Orr-Sommerfeld equaton. Fgure 3 shows that the coutatonal results of knetc energy of erturbaton wth the roosed algorthm n resent aer are n good agreement wth the theoretcal ones by solvng the Orr-Sommerfeld equaton. 3. Wall Shear Stress Analyss Y. S. Park et al. nvestgated the effect of erodc blowng and sucton on a turbulent boundary layer at three dfferent blowng-sucton angles ( 60, 90 and 0 ) (c) Fgure. (a) Contrast between ntal velocty rofle and Poseulle rofle; (b) contrast between solved steady velocty rofle and Poseulle rofle; (c) varaton of maxmal devaton wth tme between coutatonal flow feld and Poseulle flow, the fgure nsde s artal magnfcaton ( u and u a are the coutatonal streamwse velocty and Poseulle velocty). Fgure 3. Lnear growth of small erturbaton.
5 94 wth PIV. They found that a better effectveness of wall shear stress reducton was obtaned f the blowng-sucton angle was 0 rather than 90 [9]. The blowng and sucton at ths angle changed the streamwse and normal veloctes. Whle the scalar vortcty s defned as v u, the vortcty s obvously changed by ths x y control method. So t cam be redcted that the near-wall vortces are also the crucal nfluence factors to wall shear stress. A smulaton of two-dmensonal channel for the Reynolds number 7500 wth 856 grd onts (64 9) s carred out to verfy ths redcton. The ntal flow feld s Poseulle flow wth the most unstable erturbaton whch s solved from lnear erturbaton theory. The turbulence statstcs almost no longer change after the non-dmensonal tme s 600. The coutaton s contnued for 00 tme-stes and the results are as the sale database. The turbulent statstcs (such as mean velocty, root-mean-square velocty fluctuatons and Reynolds shear stress normalzed by frcton velocty) are show n Fgure 4, whch agree well wth those n reference []. The wall shear stress s defned as w u/ y, w where the subscrt w denotes the wall. The relaton between the vortces above the wall and the wall shear stress can be analyzed wth two-ont correlaton: u R ( x,0) ( x, ry ) (0) y where ry s the satal dstance n y drecton and denotes an average over y and tme t. The two-ont correlaton functon s shown n Fgure 5. Note that the lace y = s the locaton of uer wall of the channel. It can be seen that the relaton between the near-wall vortces and the wall shear stress really exsts. Wth the ncrease of satal dstance n y drecton, the correlaton value radly ncreases to the maxmum eak, and then decreases reosefully wth the second eak occurrng. The satal dstances of the two eaks from the uer channel-wall are 0.03 and 0. resectvely (.e. y = 0.97 and y = 0.8). A further exresson for the relaton between near-wall vortces and the wall shear stress can be resented wth the nstantaneous dagrams of fluctuaton velocty vectors. Four successve nstantaneous dagrams of fluctuaton velocty vectors are shown n Fgure 6. It can be clearly seen that a ar of near-wall vortces moves downstream. The y-coordnate of the vortces center A s aroxmatvely 0.8, whch just corresonds to the second eak n Fgure 5. Ths s because the greater vortcty n the center causes the greater two-ont correlaton value. The streamwse velocty ncreases from the center to the outsde of the near-wall vortces, whle t s zero on the wall. So a velocty nflecton ont occurs n the nearwall regon. Ths can be clearly seen from Fgure 7, shear stress u y (a) (b) (c) Fgure 4. The turbulent statstcs of two-dmensonal turbulent channel flow: (a) the mean velocty; (b) the rootmean-square velocty fluctuatons (sold lne: u + rms ; dash lne: v + rms ); (c) Reynolds shear stress and total shear stress (sold lne: Reynolds shear stress; dash lne: total shear stress). Fgure 5. Two-ont correlaton between the near-wall vortcty and the wall shear rate (where y = s the locaton of uer wall of channel).
6 95 Fgure 7. A near-wall vortex model. (a) where the locaton B s just the nflecton ont. It s easy to see that the velocty of the nflecton ont affects the wall shear rate drectly. Therefore the nflecton ont B just corresonds to the maxmum eak n Fgure Conclusons (b) (c) A drect numercal smulaton of an ncoressble twodmensonal turbulent channel s erformed wth sectral method. The numercal results are used to examne the relaton between wall shear stress and near-wall vortces. It s found that the wall shear stress s assocated wth the near-wall vortces and the maxmum correlaton-value locaton of near-wall vortces s obtaned. It should be onted out that the three-dmensonal smulaton has not been carred out due to the shortage of coutatonal resources, but we beleve that the qualtatve concluson of near-wall sanwse vortces affectng wall shear stress exsts objectvely. Ths achevement s a good sulement to tradtonal understandng that the wall shear stress s affected by near-wall streamwse vortces. It rovdes a theoretcal gudance for the control of turbulent boundary layers. An otmal control method of turbulent boundary layer may be dscovered f the near-wall sanwse vortces are managed to be controlled as well as the streamwse vortces, whch s also our research focus for the next ste. 5. Acknowledgments We are grateful to Professor J. S. Luo and Dr H. L. Xao for ther hel n numercal rocess. We also thank the fnancal suort rovded for ths research by Natonal Natural Scence Foundaton of Chna (Grant No ) and Oen Foundaton of the Key Laboratory of Mechancs on Western Dsaster and Envronment of the Mnstry of Educaton of Chna. 6. References (d) Fgure 6. Instantaneous dagrams of fluctuaton velocty vectors. (a) t = 60; (b) t = 670; (c) t = 70; (d) t = 770. [] J. Shen, E. Malkel and J. Katz, Usng dgtal holograhc mcroscoy for smultaneous measurement of 3D
7 96 near wall velocty and wall shear stress n a turbulent boundary layer, Exerment n Fluds, Vol. 45, No. 6, , 008. [] G. Arthur, Kravchenko, H. Cho and P. Mon, On the relaton of near-wall streamwse vortces to wall skn frcton n turbulent boundary layers, Physcs of Flud A, Vol. 5, No., , 993. [3] E. P. Hammond, T. R. Bewley and P. Mon, Observed mechansms for turbulence attenuaton and enhancement n ooston-controlled wall-bounded flows, Physcs of Flud, Vol. 0, No. 9,. 4-43, 998. [4] Y. Chang, S. S. Colls and S. Ramakrshnan, Vscous effects n control of near-wall turbulence, Physcs of Flud, Vol. 4, No., , 00. [5] J. Km, Control of turbulent boundary layers, Physcs of Flud, Vol. 5, No. 5, , 003. [6] J.-I. Cho, C. X. Xu and H. J. Sung, Drag reducton by sanwse wall oscllaton n wall-bounded turbulent flows, AIAA Journal, Vol. 40, No. 5, , 00. [7] K. Km and H. J. Sung, DNS of turbulent boundary layer wth tme-erodc blowng through a sanwse slot, The 5 th Aslan coutatonal flud dynamcs conference, Busan, Korea, 30 June-3 July, , 003. [8] K.-S. Cho, Near-wall structure of turbulent boundary layer wth sanwse oscllaton, Physcs of Flud, Vol. 4, No. 7, , 00. [9] Y. S. Park, S. H. Park and H. J. Sung, Measurement of local forcng on a turbulent boundary layer usng PIV, Exerments n Fluds, Vol. 34, , 004. [0] S. Chen, G. Eynk and R. E. Ecke, Physcal mechansm of the two-dmensonal enstrohy cascade, Physcal Revew Letters, Vol. 9,. 450, 003. [] W. Kramer, H. J. H. Clercx and G. J. F. van Hejst, On the large-scale structure and setral dynamcs of twodmensonal turbulence n a erodc channel, Physcs of Fluds, Vol. 0,. -5, 008. [] J. Jmenez, Transton to turbulence n two-dmensonal Poseulle flow, Journal of Flud Mechancs, Vol. 8, , 990. [3] X. L. L, Y. W. Ma and D. X. Fu, Hgh effcent method for ncoressable N-S equatons and analyss of twodmensonal turbulent channel flow, Acta Mechanca Snca, Vol. 33, No. 5, (n Chnese), 00. [4] J. Km, P. Mon and R. Moser, Turbulence statstcs n fully develoed channel flow at low Reynolds number, Journal of Flud Mechancs, Vol. 77, , 987. [5] L. Kleser and U. Schumann, Treatment of ncoressblty and boundary layer condtons n 3D numercal sectral smulaton of lane channel flows, E. H. Hrschel, Ed., Proceedngs of the 3 rd GAMM Conference on Numercal Method n Flud Mechancs, Brunswck, Germany, , 980. [6] Z. W. Hu, C. L. Morfey and N. D. Sandham, Wall ressure and shear stress sectra from drect smulatons of channel flow, AIAA Journal, Vol. 44, No. 7, , 006,
Turbulent Flow. Turbulent Flow
http://www.youtube.com/watch?v=xoll2kedog&feature=related http://br.youtube.com/watch?v=7kkftgx2any http://br.youtube.com/watch?v=vqhxihpvcvu 1. Caothc fluctuatons wth a wde range of frequences and
More informationSTUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS
Blucher Mechancal Engneerng Proceedngs May 0, vol., num. www.proceedngs.blucher.com.br/evento/0wccm STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS Takahko Kurahash,
More informationWeek3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity
Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle
More informationA Numerical Study of Heat Transfer and Fluid Flow past Single Tube
A Numercal Study of Heat ransfer and Flud Flow past Sngle ube ZEINAB SAYED ABDEL-REHIM Mechancal Engneerng Natonal Research Center El-Bohos Street, Dokk, Gza EGYP abdelrehmz@yahoo.com Abstract: - A numercal
More informationAssessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion
Assessment of Ste Amplfcaton Effect from Input Energy Spectra of Strong Ground Moton M.S. Gong & L.L Xe Key Laboratory of Earthquake Engneerng and Engneerng Vbraton,Insttute of Engneerng Mechancs, CEA,
More informationHigh resolution entropy stable scheme for shallow water equations
Internatonal Symposum on Computers & Informatcs (ISCI 05) Hgh resoluton entropy stable scheme for shallow water equatons Xaohan Cheng,a, Yufeng Ne,b, Department of Appled Mathematcs, Northwestern Polytechncal
More informationOperating conditions of a mine fan under conditions of variable resistance
Paper No. 11 ISMS 216 Operatng condtons of a mne fan under condtons of varable resstance Zhang Ynghua a, Chen L a, b, Huang Zhan a, *, Gao Yukun a a State Key Laboratory of Hgh-Effcent Mnng and Safety
More informationFlow Induced Vibration
Flow Induced Vbraton Project Progress Report Date: 16 th November, 2005 Submtted by Subhrajt Bhattacharya Roll no.: 02ME101 Done under the gudance of Prof. Anrvan Dasgupta Department of Mechancal Engneerng,
More informationTurbulence and its Modelling
School of Mechancal Aerospace and Cvl Engneerng 3rd Year Flud Mechancs Introducton In earler lectures we have consdered how flow nstabltes develop, and noted that above some crtcal Reynolds number flows
More informationNON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS
IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc
More informationNumerical Heat and Mass Transfer
Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and
More informationFORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO
ISTP-,, PRAGUE TH INTERNATIONAL SYMPOSIUM ON TRANSPORT PHENOMENA FORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO Mohammad Rahnama*, Seyed-Mad Hasheman*, Mousa Farhad**
More informationIrregular vibrations in multi-mass discrete-continuous systems torsionally deformed
(2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected
More informationTurbulence classification of load data by the frequency and severity of wind gusts. Oscar Moñux, DEWI GmbH Kevin Bleibler, DEWI GmbH
Turbulence classfcaton of load data by the frequency and severty of wnd gusts Introducton Oscar Moñux, DEWI GmbH Kevn Blebler, DEWI GmbH Durng the wnd turbne developng process, one of the most mportant
More informationDETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM
Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI
More information(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate
Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1
More informationConsideration of 2D Unsteady Boundary Layer Over Oscillating Flat Plate
Proceedngs of the th WSEAS Internatonal Conference on Flud Mechancs and Aerodynamcs, Elounda, Greece, August -, (pp-) Consderaton of D Unsteady Boundary Layer Over Oscllatng Flat Plate N.M. NOURI, H.R.
More informationA Hybrid Variational Iteration Method for Blasius Equation
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method
More informationWall Pressure Fluctuations and Flow Induced Noise in a Turbulent Boundary Layer over a Bump
Proceedngs of the rd Internatonal Conference on Vortex Flows and Vortex Models (ICVFM005) Yokohama, JAPAN, November 1 -, 005 Wall Pressure Fluctuatons and Flow Induced Nose n a Turbulent Boundary Layer
More informationThe Finite Element Method
The Fnte Element Method GENERAL INTRODUCTION Read: Chapters 1 and 2 CONTENTS Engneerng and analyss Smulaton of a physcal process Examples mathematcal model development Approxmate solutons and methods of
More informationNUMERICAL SIMULATION OF FLOW OVER STEPPED SPILLWAYS
ISSN: 345-3109 RCEE Research n Cvl and Envronmental Engneerng www.rcee.com Research n Cvl and Envronmental Engneerng 014 (04) 190-198 NUMERICAL SIMULATION OF FLOW OVER STEPPED SPILLWAYS Rasoul Daneshfaraz
More informationModule 1 : The equation of continuity. Lecture 1: Equation of Continuity
1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum
More informationOrientation Model of Elite Education and Mass Education
Proceedngs of the 8th Internatonal Conference on Innovaton & Management 723 Orentaton Model of Elte Educaton and Mass Educaton Ye Peng Huanggang Normal Unversty, Huanggang, P.R.Chna, 438 (E-mal: yepeng@hgnc.edu.cn)
More informationBasic concept of reactive flows. Basic concept of reactive flows Combustion Mixing and reaction in high viscous fluid Application of Chaos
Introducton to Toshhsa Ueda School of Scence for Open and Envronmental Systems Keo Unversty, Japan Combuston Mxng and reacton n hgh vscous flud Applcaton of Chaos Keo Unversty 1 Keo Unversty 2 What s reactve
More informationThe unsteady flow characteristic research on the initial period flow of micro channel
Avalable onlne www.ocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(6):2020-2024 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 The unsteady flow characterstc research on the ntal
More informationTransfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system
Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng
More informationFlow equations To simulate the flow, the Navier-Stokes system that includes continuity and momentum equations is solved
Smulaton of nose generaton and propagaton caused by the turbulent flow around bluff bodes Zamotn Krll e-mal: krart@gmal.com, cq: 958886 Summary Accurate predctons of nose generaton and spread n turbulent
More informationTurbulent Flow in Curved Square Duct: Prediction of Fluid flow and Heat transfer Characteristics
Internatonal Research Journal of Engneerng and Technology (IRJET) e-issn: 2395-56 Volume: 4 Issue: 7 July -217 www.ret.net p-issn: 2395-72 Turbulent Flow n Curved Square Duct: Predcton of Flud flow and
More informationJournal of Fluid Science and Technology
Journal of Flud Scence and Technology Numercal Smulaton of Incompressble Flows around a Fsh Model at Low Reynolds Number Usng Seamless Vrtual Boundary Method * Hdetosh NISHIDA ** and Kyohe TAJIRI ** **Department
More informationParameter Estimation for Dynamic System using Unscented Kalman filter
Parameter Estmaton for Dynamc System usng Unscented Kalman flter Jhoon Seung 1,a, Amr Atya F. 2,b, Alexander G.Parlos 3,c, and Klto Chong 1,4,d* 1 Dvson of Electroncs Engneerng, Chonbuk Natonal Unversty,
More information2-Adic Complexity of a Sequence Obtained from a Periodic Binary Sequence by Either Inserting or Deleting k Symbols within One Period
-Adc Comlexty of a Seuence Obtaned from a Perodc Bnary Seuence by Ether Insertng or Deletng Symbols wthn One Perod ZHAO Lu, WEN Qao-yan (State Key Laboratory of Networng and Swtchng echnology, Bejng Unversty
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 informationTURBULENT FLOW A BEGINNER S APPROACH. Tony Saad March
TURBULENT FLOW A BEGINNER S APPROACH Tony Saad March 2004 http://tsaad.uts.edu - tsaad@uts.edu CONTENTS Introducton Random processes The energy cascade mechansm The Kolmogorov hypotheses The closure problem
More informationA new Approach for Solving Linear Ordinary Differential Equations
, ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of
More information2.29 Numerical Fluid Mechanics Fall 2011 Lecture 12
REVIEW Lecture 11: 2.29 Numercal Flud Mechancs Fall 2011 Lecture 12 End of (Lnear) Algebrac Systems Gradent Methods Krylov Subspace Methods Precondtonng of Ax=b FINITE DIFFERENCES Classfcaton of Partal
More informationOne-sided finite-difference approximations suitable for use with Richardson extrapolation
Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,
More informationFuzzy approach to solve multi-objective capacitated transportation problem
Internatonal Journal of Bonformatcs Research, ISSN: 0975 087, Volume, Issue, 00, -0-4 Fuzzy aroach to solve mult-objectve caactated transortaton roblem Lohgaonkar M. H. and Bajaj V. H.* * Deartment of
More informationGrid Generation around a Cylinder by Complex Potential Functions
Research Journal of Appled Scences, Engneerng and Technolog 4(): 53-535, 0 ISSN: 040-7467 Mawell Scentfc Organzaton, 0 Submtted: December 0, 0 Accepted: Januar, 0 Publshed: June 0, 0 Grd Generaton around
More informationThe Study of Teaching-learning-based Optimization Algorithm
Advanced Scence and Technology Letters Vol. (AST 06), pp.05- http://dx.do.org/0.57/astl.06. The Study of Teachng-learnng-based Optmzaton Algorthm u Sun, Yan fu, Lele Kong, Haolang Q,, Helongang Insttute
More informationMHD STEADY FLOW IN A CHANNEL WITH SLIP AT THE PERMEABLE BOUNDARIES
GENERAL PHYSICS MHD STEADY FLOW IN A CHANNEL WITH SLIP AT THE PERMEABLE BOUNDARIES O.D. MAKINDE, E. OSALUSI Appled Mathematcs Department, Unversty of Lmpopo, Prvate Bag X116, Sovenga 77, South Afrca Receved
More informationCHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE
CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng
More informationPower law and dimension of the maximum value for belief distribution with the max Deng entropy
Power law and dmenson of the maxmum value for belef dstrbuton wth the max Deng entropy Bngy Kang a, a College of Informaton Engneerng, Northwest A&F Unversty, Yanglng, Shaanx, 712100, Chna. Abstract Deng
More informationHandout: Large Eddy Simulation I. Introduction to Subgrid-Scale (SGS) Models
Handout: Large Eddy mulaton I 058:68 Turbulent flows G. Constantnescu Introducton to ubgrd-cale (G) Models G tresses should depend on: Local large-scale feld or Past hstory of local flud (va PDE) Not all
More informationTHE NEAR-WALL INFLUENCE ON THE FLOW AROUND A SINGLE SQUARE CYLINDER.
THE NEAR-WALL INFLUENCE ON THE FLOW AROUND A SINGLE SQUARE CYLINDER. Campregher, Rubens Faculty of Mechancal Engneerng, FEMEC Federal Unversty of Uberlânda, UFU 38400-902 Uberlânda - Brazl campregher@mecanca.ufu.br
More informationComputational Fluid Dynamics. Smoothed Particle Hydrodynamics. Simulations. Smoothing Kernels and Basis of SPH
Computatonal Flud Dynamcs If you want to learn a bt more of the math behnd flud dynamcs, read my prevous post about the Naver- Stokes equatons and Newtonan fluds. The equatons derved n the post are the
More informationLecture 12. Modeling of Turbulent Combustion
Lecture 12. Modelng of Turbulent Combuston X.S. Ba Modelng of TC Content drect numercal smulaton (DNS) Statstcal approach (RANS) Modelng of turbulent non-premxed flames Modelng of turbulent premxed flames
More informationLATTICE BOLTZMANN SIMULATION OF FLOW OVER A CIRCULAR CYLINDER AT MODERATE REYNOLDS NUMBERS
THERMAL SCIENCE: Year 014, Vol. 18, No. 4, pp. 135-146 135 LATTICE BOLTZMANN SIMULATION OF FLOW OVER A CIRCULAR CYLINDER AT MODERATE REYNOLDS NUMBERS by Dharmaraj ARUMUGA PERUMAL a*, Gundavarapu V. S.
More informationLattice Boltzmann simulation of nucleate boiling in micro-pillar structured surface
Proceedngs of the Asan Conference on Thermal Scences 017, 1st ACTS March 6-30, 017, Jeju Island, Korea ACTS-P00545 Lattce Boltzmann smulaton of nucleate bolng n mcro-pllar structured surface Png Zhou,
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 information2016 Wiley. Study Session 2: Ethical and Professional Standards Application
6 Wley Study Sesson : Ethcal and Professonal Standards Applcaton LESSON : CORRECTION ANALYSIS Readng 9: Correlaton and Regresson LOS 9a: Calculate and nterpret a sample covarance and a sample correlaton
More informationTools for large-eddy simulation
Center for Turbulence Research Proceedngs of the Summer Program 00 117 Tools for large-eddy smulaton By Davd A. Caughey AND Grdhar Jothprasad A computer code has been developed for solvng the ncompressble
More informationME 440 Aerospace Engineering Fundamentals
Fall 006 ME 440 Aerosace Engneerng Fundamentals roulson hrust Jet Engne F m( & Rocket Engne F m & F ρ A - n ) ρ A he basc rncle nsde the engne s to convert the ressure and thermal energy of the workng
More informationSolution of the Navier-Stokes Equations
Numercal Flud Mechancs Fall 2011 Lecture 25 REVIEW Lecture 24: Soluton of the Naver-Stokes Equatons Dscretzaton of the convectve and vscous terms Dscretzaton of the pressure term Conservaton prncples Momentum
More informationA Quadratic Cumulative Production Model for the Material Balance of Abnormally-Pressured Gas Reservoirs F.E. Gonzalez M.S.
Natural as Engneerng A Quadratc Cumulatve Producton Model for the Materal Balance of Abnormally-Pressured as Reservors F.E. onale M.S. Thess (2003) T.A. Blasngame, Texas A&M U. Deartment of Petroleum Engneerng
More informationPrinciples of Food and Bioprocess Engineering (FS 231) Solutions to Example Problems on Heat Transfer
Prncples of Food and Boprocess Engneerng (FS 31) Solutons to Example Problems on Heat Transfer 1. We start wth Fourer s law of heat conducton: Q = k A ( T/ x) Rearrangng, we get: Q/A = k ( T/ x) Here,
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 informationDesign and Analysis of Landing Gear Mechanic Structure for the Mine Rescue Carrier Robot
Sensors & Transducers 214 by IFSA Publshng, S. L. http://www.sensorsportal.com Desgn and Analyss of Landng Gear Mechanc Structure for the Mne Rescue Carrer Robot We Juan, Wu Ja-Long X an Unversty of Scence
More informationNumerical Simulation of Lid-Driven Cavity Flow Using the Lattice Boltzmann Method
Proceedngs of the 3th WSEAS Internatonal Conference on APPLIED MATHEMATICS (MATH'8) Numercal Smulaton of Ld-Drven Cavty Flow Usng the Lattce Boltzmann Method M.A. MUSSA, S. ABDULLAH *, C.S. NOR AZWADI
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 informationDirect Numerical Simulation of Turbulent Channel Flow with Deformed Bubbles
Progress n NUCLEAR SCIENCE and TECHNOLOGY, Vol.,.543-549 () ARTICLE Drect Numercal Smulaton of Turulent Channel wth Deformed Bules Yoshnou YAMAMOTO * and Tomoak KUNUGI Kyoto Unversty, Yoshda, Sakyo, Kyoto,
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 informationNumerical analysis on the agglomeration behavior of fine particles in plane jet
Numercal analyss on the agglomeraton behavor of fne partcles n plane et Mn Guo 1, a, Ja L 2, Xn Su 1 and Gurong Yang 1 1 Tann Academy of Envronmental Scences, Tann, 300191, Chna; 2 The Fourth Research
More informationAppendix B. The Finite Difference Scheme
140 APPENDIXES Appendx B. The Fnte Dfference Scheme In ths appendx we present numercal technques whch are used to approxmate solutons of system 3.1 3.3. A comprehensve treatment of theoretcal and mplementaton
More informationTurbulence. Lecture 21. Non-linear Dynamics. 30 s & 40 s Taylor s work on homogeneous turbulence Kolmogorov.
Turbulence Lecture 1 Non-lnear Dynamcs Strong non-lnearty s a key feature of turbulence. 1. Unstable, chaotc behavor.. Strongly vortcal (vortex stretchng) 3 s & 4 s Taylor s work on homogeneous turbulence
More informationAir Age Equation Parameterized by Ventilation Grouped Time WU Wen-zhong
Appled Mechancs and Materals Submtted: 2014-05-07 ISSN: 1662-7482, Vols. 587-589, pp 449-452 Accepted: 2014-05-10 do:10.4028/www.scentfc.net/amm.587-589.449 Onlne: 2014-07-04 2014 Trans Tech Publcatons,
More informationNormally, in one phase reservoir simulation we would deal with one of the following fluid systems:
TPG4160 Reservor Smulaton 2017 page 1 of 9 ONE-DIMENSIONAL, ONE-PHASE RESERVOIR SIMULATION Flud systems The term sngle phase apples to any system wth only one phase present n the reservor In some cases
More informationA Quadratic Cumulative Production Model for the Material Balance of Abnormally-Pressured Gas Reservoirs F.E. Gonzalez M.S.
Formaton Evaluaton and the Analyss of Reservor Performance A Quadratc Cumulatve Producton Model for the Materal Balance of Abnormally-Pressured as Reservors F.E. onale M.S. Thess (2003) T.A. Blasngame,
More informationA Fast Computer Aided Design Method for Filters
2017 Asa-Pacfc Engneerng and Technology Conference (APETC 2017) ISBN: 978-1-60595-443-1 A Fast Computer Aded Desgn Method for Flters Gang L ABSTRACT *Ths paper presents a fast computer aded desgn method
More informationA large scale tsunami run-up simulation and numerical evaluation of fluid force during tsunami by using a particle method
A large scale tsunam run-up smulaton and numercal evaluaton of flud force durng tsunam by usng a partcle method *Mtsuteru Asa 1), Shoch Tanabe 2) and Masaharu Isshk 3) 1), 2) Department of Cvl Engneerng,
More informationStudy of transonic separated flows with zonal-des based on weakly non-linear turbulence model
Study of transonc separated flows wth zonal-des based on weakly non-lnear turbulence model Xao Z.X, Fu S., Chen H.X, Zhang Y.F and Huang J.B. Department of Engneerng Mechancs, Tsnghua Unversty, Bejng,
More information2 Finite difference basics
Numersche Methoden 1, WS 11/12 B.J.P. Kaus 2 Fnte dfference bascs Consder the one- The bascs of the fnte dfference method are best understood wth an example. dmensonal transent heat conducton equaton T
More informationGeoSteamNet: 2. STEAM FLOW SIMULATION IN A PIPELINE
PROCEEDINGS, Thrty-Ffth Workshop on Geothermal Reservor Engneerng Stanford Unversty, Stanford, Calforna, February 1-3, 010 SGP-TR-188 GeoSteamNet:. STEAM FLOW SIMULATION IN A PIPELINE Mahendra P. Verma
More informationSIMULATION OF SOUND WAVE PROPAGATION IN TURBULENT FLOWS USING A LATTICE-BOLTZMANN SCHEME. Abstract
SIMULATION OF SOUND WAVE PROPAGATION IN TURBULENT FLOWS USING A LATTICE-BOLTZMANN SCHEME PACS REFERENCE: 43.20.Mv Andreas Wlde Fraunhofer Insttut für Integrerte Schaltungen, Außenstelle EAS Zeunerstr.
More informationSimulation of Turbulent Flow Using FEM
Internatonal Journal of Engneerng and Technology Volume 2 No. 8, August, 2012 Smulaton of Turbulent Flow Usng FEM Sabah Tamm College of Computng, AlGhurar Unversty, Duba, Unted Arab Emrates. ABSTRACT An
More informationAdiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram
Adabatc Sorpton of Ammona-Water System and Depctng n p-t-x Dagram J. POSPISIL, Z. SKALA Faculty of Mechancal Engneerng Brno Unversty of Technology Techncka 2, Brno 61669 CZECH REPUBLIC Abstract: - Absorpton
More informationPhysics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1
P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the
More informationEnergy configuration optimization of submerged propeller in oxidation ditch based on CFD
IOP Conference Seres: Earth and Envronmental Scence Energy confguraton optmzaton of submerged propeller n oxdaton dtch based on CFD To cte ths artcle: S Y Wu et al 01 IOP Conf. Ser.: Earth Envron. Sc.
More informationResearch & Reviews: Journal of Engineering and Technology
Research & Revews: Journal of Engneerng and Technology Case Study to Smulate Convectve Flows and Heat Transfer n Arcondtoned Spaces Hussen JA 1 *, Mazlan AW 1 and Hasanen MH 2 1 Department of Mechancal
More informationNomenclature. I. Introduction
Effect of Intal Condton and Influence of Aspect Rato Change on Raylegh-Benard Convecton Samk Bhattacharya 1 Aerospace Engneerng Department, Auburn Unversty, Auburn, AL, 36849 Raylegh Benard convecton s
More informationGlobal Sensitivity. Tuesday 20 th February, 2018
Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values
More informationProblem adapted reduced models based on Reaction-Diffusion Manifolds (REDIMs)
Problem adapted reduced models based on Reacton-Dffuson Manfolds (REDIMs) V Bykov, U Maas Thrty-Second Internatonal Symposum on ombuston, Montreal, anada, 3-8 August, 8 Problem Statement: Smulaton of reactng
More informationAERODYNAMICS I LECTURE 6 AERODYNAMICS OF A WING FUNDAMENTALS OF THE LIFTING-LINE THEORY
LECTURE 6 AERODYNAMICS OF A WING FUNDAMENTALS OF THE LIFTING-LINE THEORY The Bot-Savart Law The velocty nduced by the sngular vortex lne wth the crculaton can be determned by means of the Bot- Savart formula
More informationResearch Article A Multilevel Finite Difference Scheme for One-Dimensional Burgers Equation Derived from the Lattice Boltzmann Method
Appled Mathematcs Volume 01, Artcle ID 9590, 13 pages do:10.1155/01/9590 Research Artcle A Multlevel Fnte Dfference Scheme for One-Dmensonal Burgers Equaton Derved from the Lattce Boltzmann Method Qaoe
More informationFTCS Solution to the Heat Equation
FTCS Soluton to the Heat Equaton ME 448/548 Notes Gerald Recktenwald Portland State Unversty Department of Mechancal Engneerng gerry@pdx.edu ME 448/548: FTCS Soluton to the Heat Equaton Overvew 1. Use
More informationFixed point method and its improvement for the system of Volterra-Fredholm integral equations of the second kind
MATEMATIKA, 217, Volume 33, Number 2, 191 26 c Penerbt UTM Press. All rghts reserved Fxed pont method and ts mprovement for the system of Volterra-Fredholm ntegral equatons of the second knd 1 Talaat I.
More informationResearch Article Green s Theorem for Sign Data
Internatonal Scholarly Research Network ISRN Appled Mathematcs Volume 2012, Artcle ID 539359, 10 pages do:10.5402/2012/539359 Research Artcle Green s Theorem for Sgn Data Lous M. Houston The Unversty of
More informationLecture Notes on Linear Regression
Lecture Notes on Lnear Regresson Feng L fl@sdueducn Shandong Unversty, Chna Lnear Regresson Problem In regresson problem, we am at predct a contnuous target value gven an nput feature vector We assume
More informationin a horizontal wellbore in a heavy oil reservoir
498 n a horzontal wellbore n a heavy ol reservor L Mngzhong, Wang Ypng and Wang Weyang Abstract: A novel model for dynamc temperature dstrbuton n heavy ol reservors s derved from and axal dfference equatons
More informationChapter 3. r r. Position, Velocity, and Acceleration Revisited
Chapter 3 Poston, Velocty, and Acceleraton Revsted The poston vector of a partcle s a vector drawn from the orgn to the locaton of the partcle. In two dmensons: r = x ˆ+ yj ˆ (1) The dsplacement vector
More informationSignificance of Dirichlet Series Solution for a Boundary Value Problem
IOSR Journal of Engneerng (IOSRJEN) ISSN (e): 5-3 ISSN (p): 78-879 Vol. 6 Issue 6(June. 6) V PP 8-6 www.osrjen.org Sgnfcance of Drchlet Seres Soluton for a Boundary Value Problem Achala L. Nargund* and
More informationHongyi Miao, College of Science, Nanjing Forestry University, Nanjing ,China. (Received 20 June 2013, accepted 11 March 2014) I)ϕ (k)
ISSN 1749-3889 (prnt), 1749-3897 (onlne) Internatonal Journal of Nonlnear Scence Vol.17(2014) No.2,pp.188-192 Modfed Block Jacob-Davdson Method for Solvng Large Sparse Egenproblems Hongy Mao, College of
More informationTensor Smooth Length for SPH Modelling of High Speed Impact
Tensor Smooth Length for SPH Modellng of Hgh Speed Impact Roman Cherepanov and Alexander Gerasmov Insttute of Appled mathematcs and mechancs, Tomsk State Unversty 634050, Lenna av. 36, Tomsk, Russa RCherepanov82@gmal.com,Ger@npmm.tsu.ru
More informationRELIABILITY ASSESSMENT
CHAPTER Rsk Analyss n Engneerng and Economcs RELIABILITY ASSESSMENT A. J. Clark School of Engneerng Department of Cvl and Envronmental Engneerng 4a CHAPMAN HALL/CRC Rsk Analyss for Engneerng Department
More informationEXPERIMENTAL STUDY OF NEAR WALL TURBULENCE USING PIV
EUROMECH 411 Rouen, 9-31 May EXPERIMENTAL STUDY OF NEAR WALL TURBULENCE USING PIV J. Carler, J. M. Foucaut and M. Stanslas LML URA 1441, Bv Paul Langevn, Cté Scentfque, 59655 Vlleneuve d'ascq Cedex, France
More informationThe Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially
Open Journal of Flud Dynamcs, 2015, 5, 183-187 Publshed Onlne June 2015 n ScRes. http://www.scrp.org/journal/ojfd http://dx.do.org/10.4236/ojfd.2015.52020 The Tangental Force Dstrbuton on Inner Cylnder
More informationFinite Wings Steady, incompressible flow
Steady, ncompressble flow Geometrc propertes of a wng - Fnte thckness much smaller than the span and the chord - Defnton of wng geometry: a) Planform (varaton of chord and sweep angle) b) Secton/Arfol
More informationPublication 2006/01. Transport Equations in Incompressible. Lars Davidson
Publcaton 2006/01 Transport Equatons n Incompressble URANS and LES Lars Davdson Dvson of Flud Dynamcs Department of Appled Mechancs Chalmers Unversty of Technology Göteborg, Sweden, May 2006 Transport
More informationSimilar Constructing Method for Solving the Boundary Value Problem of the Compound Kummer Equation
Amercan Journal of Mathematcal Analyss, 05, Vol. 3, No., 39-43 Avalable onlne at http://pubs.scepub.com/ajma/3//3 Scence and Educaton Publshng DOI:0.69/ajma-3--3 Smlar Constructng Method for Solvng the
More informationIntroduction to Turbulence Modeling
Introducton to Turbulence Modelng Professor Ismal B. Celk West Vrgna nversty Ismal.Celk@mal.wvu.edu CFD Lab. - West Vrgna nversty I-1 Introducton to Turbulence CFD Lab. - West Vrgna nversty I-2 Introducton
More informationDERIVATION OF THE PROBABILITY PLOT CORRELATION COEFFICIENT TEST STATISTICS FOR THE GENERALIZED LOGISTIC DISTRIBUTION
Internatonal Worshop ADVANCES IN STATISTICAL HYDROLOGY May 3-5, Taormna, Italy DERIVATION OF THE PROBABILITY PLOT CORRELATION COEFFICIENT TEST STATISTICS FOR THE GENERALIZED LOGISTIC DISTRIBUTION by Sooyoung
More information