Numerical Simulation on Supersonic Turbulent Flow past Backward Facing Rounded Step Utilizing Hybrid RANS-LES
|
|
- Elijah Tyler
- 5 years ago
- Views:
Transcription
1 Numercal Smulaon on Supersonc Turbulen Flow pas Backward Facng Rounded Sep Ulzng Hybrd RANS-LES Absrac Dr. Nrmal Kumar Kund Assocae Professor, Deparmen of Producon Engneerng Veer Surendra Sa Unversy of Technology, Burla, Odsha, Inda A D compuaonal model s developed o sudy he supersonc flow pas backward facng rounded sep usng he hybrd RANS-LES urbulence model, whch makes use of a vscosy-lke workng varable (ṽ. Furhermore, he model also encompasses more sgnfcan coness lke producon, dffuson and desrucon erms apar from he very usual ssues relang o he curren sudes. The numercal smulaons are execued wh he saed urbulence model wh he nflow free sream Mach number of.5 correspondng o he free sream pressure and velocy of N/m and m/s, respecvely. The smulaon resuls dsclose ha he gradual expanson goes on over he rounded sep causng he delay n vscous layer separaon. Indeed, resuls n he formaon of relavely shorer shear layer ogeher wh he farly shorer recrculaon regon, approachng owards he dead ar regon of he boom wall. Furhermore, s very clear from he curren sudy ha here s dmnshng of shock owng o he use of rounded sep. Keywords: Supersonc, Turbulen Flow, Backward Facng, Rounded Sep, Hybrd RANS-LES. 1. Inroducon Flow over backward-facng sep s one of he suably vvacous perspecves and has ncreased clear-cu aenon because of no us mnmalsm bu for exensve ndusral and scenfc pracces. The expermenal nvesgaons on flow feld along wh he hea ransfer, downsream of a rearward facng sep n supersonc flow s carred ou by Smh [1]. The energy dsspaon model of urbulence s nroduced by Launder and Sharma [], o examne he flow feld whn he vcny of a spnnng dsc. Boh expermenal and heorecal nvesgaons on backward facng sep flow are also repored by Armaly e al. [3]. A oneequaon urbulence model s used by Spalar and Allmaras [4], o analyse aerodynamc flow behavours. The fundamenal and ye comprehensve along wh he llusrous dscussons abou he CFD s also repored by Anderson and Wend [5]. Boh DNS and LES are ulzed by Neumann and Wengle [6], o nvesgae he passvely conrolled urbulen flow of backwardfacng sep. The numercal smulaons of fludc conrol for ransonc cavy flows s also conduced by Hamed e al. [7]. The expermenal nvesgaons on fne srucures of supersonc lamnar along wh urbulen flow over a backward-facng sep by usng Nano-based Planar Laser Scaerng (NPLS are also done by Chen e al. [8]. The numercal sudes on he effecs of nflow Mach number and sep hegh on supersonc flows over a backward-facng sep are carred ou by Lu e al. [9]. The expermenal sudes on he separaed flow behavor behnd a backward-facng sep ogeher wh he passve dsurbance are also execued by Terekhov e al. [10]. From he aforemenoned sudes, o he bes of auhor undersandng, s observed ha here s no a sngle full numercal nvesgaon on supersonc urbulen flow over a backward facng rounded sep by means of hybrd RANS-LES mehod. Wh hs oulook, he curren sudy exhbs he numercal sudes on flow characerscs over a backward facng rounded sep by consderng he hybrd RANS-LES mehod. Furhermore, he numercal model also ncludes addonal sgnfcan facors lke producon, dffuson and desrucon erms above and beyond he normal ssues concernng he curren physcal research problem. In addon, he Page No:547
2 specfed model also nroduces boh compressbly as well as eddy vscous effecs. The model s superbly demonsraed for he horough numercal nvesgaons on flud flow behavors relang o flow over a backward facng rounded sep by presenng he nflow free sream velocy ogeher wh he correspondng Mach number as he mporan model parameers. Fnally, he model predcons wh reference o he saed mporan model parameers are along he lnes of expecaons as well. Ulmaely, he curren case of fully supersonc urbulen flud flow over he backward facng rounded sep smulaed hrough he hybrd RANS-LES also accompanyng he vscosy-lke varable wnessed ha he dmnshng of shocks s only due o he geomerc changes n he seps. A. Geomerc model. Descrpon of Physcal Problem Fgure 1 llumnaes he sysem srucure for analysng he backward facng rounded sep flow over rounded sep geomery nvolvng sep hegh H = m, upsream dsance from nle o sep L u = m, downsream dsance from rounded sep o oule L d = m and he rounded sep radus H = m. The dsance from downsream o upper boundary layer Z = m, spanwse dsance L= m along wh he wdh B = m. Besdes, boh separaon (S and reaachmen (R pons are lkely o be wnessed from he numercal smulaon. Fg 1. Backward facng rounded sep. Fg. Mesh of backward rounded sep. B. Inal and boundary condons The nflow Mach number Ma =.5 Ma, assocaed wh he specfed nflow sac pressure of abou p n = N/m along wh he free sream velocy of U n = m/s. The emperaure o he lef of he rounded sep s mananed a T n = 169. K. For fully feelng he effecs of urbulence, he hybrd RANS-LES model s nroduced. 3. Mahemacal Formulaon and Numercal Procedures A. Generalzed governng ranspor equaons Very generalzed governng ranspor equaons of mass, momenum and energy saed n he conservave form of Naver-Sokes equaon for compressble flow n assocaon wh he nfluences of urbulence are as follows. ( u Connuy: 0 (1 x Momenum: Energy: u E x ( u u x p x x x ( S T u E p k k S u Sh x ( (3 Page No:548
3 u u u Where, p p p (4 T T T p v Toal energy, E e k h (5 The Reynolds sress erm s modeled n erms of he eddy vscosy and s represened by: ( S S / 3 k / 3 (6 nn The eddy vscosy s defned as a funcon of he urbulen knec energy k, and he urbulen dsspaon rae ε, and s represened by: c f k / (7 B. Hybrd RANS-LES Turbulence Modellng The Hybrd RANS-LES/Spalar Allmaras urbulence model also oherwse called as Deached Eddy Smulaon (DES model s a one-equaon model for he eddy vscosy. The dfferenal equaon s derved from emprcsm and argumens of dmensonal analyss, Gallean nvarance and seleced dependence on he molecular vscosy. Grd resoluon s no necessarly fner for hs model, bu, one can essenally capure he flow feld wh he relaed algebrac models. The ranspor equaon for he workng varable (oherwse known as Spalar Allmaras varable.e. vscosy-lke varable (ṽ s represened by: ~ ~ 1 ~ ~ ~ ~ ~ ~ ~ ~ u cb 1S cb c 1 f (8 w w x x x x x d ~ f 1 The eddy vscosy s represened by: v (9 In addon, all he model erms/symbols/coeffcens/funcons have her usual meanngs and values. C. Numercal echnques The ransformed governng ranspor equaons are solved by expendng pressure based coupled framework relang o fne volume mehod (FVM usng he SIMPLER algorhm. Fgure demonsraes ha he grd of he compuaonal doman s aken o be non-unform and also grd s refned near he vcny where he hgh graden s expeced. A comprehensve grd-ndependence es s carred ou o develop an approprae spaal dscrezaon, and he levels of eraon convergence crera o be used. As a resul of hs es, number of non-unform grds are used for he fnal smulaon. Correspondng me sep chosen n he curren smulaon s seconds. A. Pressure dsrbuon 4. Resuls and Dscussons Fgure 3 shows he coloured pressure feld ogeher wh he vercal scale bar, demonsrang he gradual decrease n pressure near he vcny of he expanson fan regon, whle, he reaachmen shock regon has also noced gradual ncrease n pressure. Furhermore, he recrculaon vcny.e. dead ar regon has realzed he leas pressure because of nvscd roaon. Addonally, he supersonc urbulen flow over he backward facng rounded sep has also wnessed gradual pressure flucuaons beween expanson fan as well as reaachmen shock wave regons. In addon, s raher apparen ha due o he gradual expanson (because of very less pressure graden over he rounded sep here s smooh and flawless flud flow. In oher words, he pressure graden beween he expanson fan and reaachmen shock s very consderably low. Hence, he relavely less pressure graden helps he flow feld o be effcen, effecve and uneven. Besdes, fgure 3 also llusraes he physcs behnd he pressure graden owng o wo parallel weak shocks. Page No:549
4 Fg 3. Pressure feld for flow pas backward facng rounded sep. B. Velocy dsrbuon Fg 4. Velocy vecor for flow pas backward facng rounded sep. Fgure 4 descrbes he velocy vecor peranng o he supersonc urbulen flud flow over he backward facng rounded sep. I s que obvous ha gradual expanson over he rounded sep leads o delay n vscous layer separaon resulng n he formaon of relavely shorer shear layer and reaachmen lengh over he boom wall assocaed wh he reaachmen shock and redevelopng boundary layer. Besdes, he flow around he shear layer approaches o he boom wall whch wll follow along he nal drecon. However, a par of he flow reverses o he dead ar regon whch causes as a recrculaon regon. However, he recrculaon regon ges reduced/mnmzed and he reaachmen lengh becomes shorer wh very less flow feld losses leadng o que smooh and flawless flow near he recrculaon vcny. Furhermore, he coloured velocy vecor ogeher wh he horzonal scale bar, whn he flud flow regon as superbly llusraed n fgure 4, also helps us for appropraely perfec undersandng of he reaachmen pon flow physcs proxmae o he boom wall regon. 5. Concluson In he curren nvesgaon, a D numercal model s developed o sudy he fully supersonc urbulen flow characerscs over a backward facng rounded sep. The model also ake accoun of exra mporan ssues lke producon, dffuson and desrucon facors, n addon o he very normal feaures on he subec of he curren sudy. The model s wonderfully esed for he horough numercal sudes on flud flow characerscs usng he compressble urbulen hybrd RANS-LES, whch nvolves a vscosy-lke workng varable (ṽ. The model ncludes he nflow free sream velocy and he correspondng Mach number as he mporan Page No:550
5 model parameers. Evenually, he model resuls relang o he saed val model parameers are also along he expeced lnes. In addon, he model s observed o gve farly beer and conssen resuls, and hence, s chosen for he presen research examnaons. Besdes, he smulaon resuls show ha he gradual expanson occurs over he rounded sep gvng rse o he delay n vscous layer separaon. Defnely, reasons he formaon of que shorer shear layer ogeher wh he equally shorer recrculaon regon, approachng owards he dead ar regon of he boom wall. Moreover, s que obvous abou he presence of very weak shock over he rounded sep. Therefore, s realzed ha here s dmnshng of shocks due o he modelng pracce wh rounded sep. Acknowledgmens The auhor would lke o hank he edor and he revewers for her noble houghs, valuable me ogeher wh conrbuons for exendng nsghful revews o he arcle. References: [1] Smh, Howard E. The flow feld and hea ransfer downsream of a rearward facng sep n supersonc flow. No. ARL Aerospace Research Labs, Wrgh Paerson AFB, Oho, (1967. [] Launder, B. E., and B. I. Sharma. "Applcaon of he energy-dsspaon model of urbulence o he calculaon of flow near a spnnng dsc." Leers n hea and mass ransfer Vol. 1, Issue (1974: [3] Armaly B. F., Durs F., Perera J. C. F., and Schoenung B., Expermenal and heorecal nvesgaon of backward facng sep flow, Journal of Flud Mechancs, Vol. 17, pp , (1983. [4] Spalar, Phllpe R., and Seven R. Allmaras. "A one-equaon urbulence model for aerodynamc flows." (199. [5] Anderson, John Davd, and J. F. Wend. Compuaonal flud dynamcs. Vol. 06. New York: McGraw-Hll, (1995. [6] Neumann, Jens, and Hans Wengle. "DNS and LES of passvely conrolled urbulen backwardfacng sep flow." Flow, urbulence and Combuson (003: [7] Hamed, A., K. Das, and D. Basu. "Numercal smulaons of fludc conrol for ransonc cavy flows." AIAA Paper 49, (004. [8] Chen, Zh, e al. "An expermenal sudy on fne srucures of supersonc lamnar/urbulen flow over a backward-facng sep based on NPLS." Chnese Scence Bullen, Vol. 57, Issue 6, (01: [9] Lu, Haxu, e al. "Effecs of Inflow Mach Number and Sep Hegh on Supersonc Flows over a Backward-Facng Sep." Advances n Mechancal Engneerng (013. [10] V. I. Terekhov, Ya. I. Smul sk, and K. A. Sharov, Expermenal sudy of he separaed flow srucure behnd a backward-facng sep and a passve dsurbance, Journal of Appled Mechancs and Techncal Physcs, Volume 57, Issue 1, (016 pp Page No:551
Numerical Studies on Lip Shock Flow Behaviors over Backward Facing Sharp Edge Step with Hybrid RANS-LES
Numercal Sudes on Lp Shock Flow Behavors over Backward Facng Sharp Edge Sep wh Hybrd RANS-LES Dr. Nrmal Kumar Kund 1 1 Deparmen of Producon Engneerng 1 Veer Surendra Sa Unversy of Technology, Burla, Odsha,
More informationNumerical Studies on Flow Features past a Backward Facing Sharp Edge Step Introducing Hybrid RANS-LES
ISSN NO : 49-7455 Numercal Studes on Flow Features past a Backward Facng Sharp Edge Step Introducng Hybrd RANS-LES Abstract Dr. Nrmal Kumar Kund Assocate Professor, Department of Producton Engneerng Veer
More informationNumerical Studies on Supersonic Turbulent Flow over a Backward Facing Sharp Edge Step Using Hybrid RANS-LES
www.eter.everscence.org Numercal Studes on Supersonc Turbulent Flow over a Bacward Facng Sharp Edge Step Usng Hybrd RANS-LES Dr. Nrmal Kumar Kund Assocate Professor, Department of Producton Engneerng,
More informationNumerical Modelling for Investigations of Lip Shock Relating to Fluid Flow over a Backward Facing Rounded Step by Using Hybrid RANS-LES
www.eter.everscence.org Numercal Modellng for Investgatons of Lp Shock Relatng to Flud Flow over a Backward Facng Rounded Step by Usng Hybrd RANS-LES Dr. Nrmal Kumar Kund Assocate Professor, Department
More informationNUMERICAL INVESTIGATIONS WITH MODEL COMPARISONS ON FLUID FLOW OVER BACKWARD FACING SHARP EDGE STEP
NUMERICAL INVESTIGATIONS WITH MODEL COMPARISONS ON FLUID FLOW OVER BACKWARD FACING SHARP EDGE STEP Dr. Nrmal Kumar Kund Assocate Professor, Department of Producton Engneerng Veer Surendra Sa Unversty of
More informationEVALUATION OF FORCE COEFFICIENTS FOR A 2-D ANGLE SECTION USING REALIZABLE k-ε TURBULENCE MODEL
The Sevenh Asa-Pacfc Conference on Wnd Engneerng, November 8-, 009, Tape, Tawan EVALUATION OF FORCE COEFFICIENTS FOR A -D ANGLE SECTION USING REALIZABLE k-ε TURBULENCE MODEL S. Chra Ganapah, P. Harkrshna,
More informationNumerical Simulation of the Dispersion of a Plume of Exhaust Gases from Diesel and Petrol Engine Vehicles
World Academy of Scence, Engneerng and Technology 67 01 Numercal Smulaon of he Dsperson of a Plume of Exhaus Gases from Desel and Perol Engne Vehcles H. ZAHLOUL, and M. MERIEM-BENZIANE Absrac The obecve
More informationTransient Numerical of Piston Wind in Subway Station. Haitao Bao
Appled Mechancs and Maerals Submed: 2014-07-20 ISSN: 1662-7482, Vols. 644-650, pp 467-470 Acceped: 2014-07-21 do:10.4028/www.scenfc.ne/amm.644-650.467 Onlne: 2014-09-22 2014 Trans Tech Publcaons, Swzerland
More informationA NEW TECHNIQUE FOR SOLVING THE 1-D BURGERS EQUATION
S19 A NEW TECHNIQUE FOR SOLVING THE 1-D BURGERS EQUATION by Xaojun YANG a,b, Yugu YANG a*, Carlo CATTANI c, and Mngzheng ZHU b a Sae Key Laboraory for Geomechancs and Deep Underground Engneerng, Chna Unversy
More informationNumerical simulation of a solar chimney power plant in the southern region of Iran
Energy Equp. Sys./ Vol. 5/No.4/December 2017/ 431-437 Energy Equpmen and Sysems hp://energyequpsys.u.ac.r www.energyequpsys.com Numercal smulaon of a solar chmney power plan n he souhern regon of Iran
More information[ ] 2. [ ]3 + (Δx i + Δx i 1 ) / 2. Δx i-1 Δx i Δx i+1. TPG4160 Reservoir Simulation 2018 Lecture note 3. page 1 of 5
TPG460 Reservor Smulaon 08 page of 5 DISCRETIZATIO OF THE FOW EQUATIOS As we already have seen, fne dfference appromaons of he paral dervaves appearng n he flow equaons may be obaned from Taylor seres
More informationHEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD
Journal of Appled Mahemacs and Compuaonal Mechancs 3, (), 45-5 HEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD Sansław Kukla, Urszula Sedlecka Insue of Mahemacs,
More informationFTCS Solution to the Heat Equation
FTCS Soluon o he Hea Equaon ME 448/548 Noes Gerald Reckenwald Porland Sae Unversy Deparmen of Mechancal Engneerng gerry@pdxedu ME 448/548: FTCS Soluon o he Hea Equaon Overvew Use he forward fne d erence
More informationAvailable online at Physics Procedia 32 (2012 )
Avalable onlne a www.scencedrec.com Physcs Proceda 32 (2012 ) 614 622 18h Inernaonal Vacuum Congress, Beng of P. R. Chna, Augus 2010 Numercal research abou he nernal flow of seam-e vacuum pump: evaluaon
More informationCubic Bezier Homotopy Function for Solving Exponential Equations
Penerb Journal of Advanced Research n Compung and Applcaons ISSN (onlne: 46-97 Vol. 4, No.. Pages -8, 6 omoopy Funcon for Solvng Eponenal Equaons S. S. Raml *,,. Mohamad Nor,a, N. S. Saharzan,b and M.
More informationTHE PREDICTION OF COMPETITIVE ENVIRONMENT IN BUSINESS
THE PREICTION OF COMPETITIVE ENVIRONMENT IN BUSINESS INTROUCTION The wo dmensonal paral dfferenal equaons of second order can be used for he smulaon of compeve envronmen n busness The arcle presens he
More information2.1 Constitutive Theory
Secon.. Consuve Theory.. Consuve Equaons Governng Equaons The equaons governng he behavour of maerals are (n he spaal form) dρ v & ρ + ρdv v = + ρ = Conservaon of Mass (..a) d x σ j dv dvσ + b = ρ v& +
More informationEFFECT OF HEAT FLUX RATIO FROM BOTH SIDE-WALLS ON THERMAL- FLUID FLOW IN CHANNEL
8h AIAA/ASME Jon Thermophyscs and Hea Transfer Conference 4-6 June 00, S. Lous, Mssour AIAA-00-873 00-873 EFFECT OF HEAT FLUX RATIO FROM BOTH SIDE-WALLS ON THERMAL- FLUID FLOW IN CHANNEL SHUICHI TORII
More informationNUMERICAL SIMULATION AND EXPERIMENTAL INVESTIGATION FOR INDOOR AIR ENVIRONMENT IN AN OFFICE ROOM
NUMERICAL SIMULATION AND EXPERIMENTAL INVESTIGATION FOR INDOOR AIR ENVIRONMENT IN AN OFFICE ROOM D. Xe 1, 2, H-Q. Wang 1,3, and J. Xong 2 1 School of Energy Scence and Engneerng, Cenral Souh Unversy, ChangSha,
More informationDual Approximate Dynamic Programming for Large Scale Hydro Valleys
Dual Approxmae Dynamc Programmng for Large Scale Hydro Valleys Perre Carpener and Jean-Phlppe Chanceler 1 ENSTA ParsTech and ENPC ParsTech CMM Workshop, January 2016 1 Jon work wh J.-C. Alas, suppored
More informationVariants of Pegasos. December 11, 2009
Inroducon Varans of Pegasos SooWoong Ryu bshboy@sanford.edu December, 009 Youngsoo Cho yc344@sanford.edu Developng a new SVM algorhm s ongong research opc. Among many exng SVM algorhms, we wll focus on
More informationThe profile-linear average velocity for the transition in pipes based on the method of LES *
9 h Inernaonal Conference on Hydrodynamcs Ocober 11-15, 010 Shangha, Chna 355 010, (5), supplemen :366-370 DOI: 10.1016/S1001-6058(09)600-1 The profle-lnear average velocy for he ranson n ppes based on
More informationNew M-Estimator Objective Function. in Simultaneous Equations Model. (A Comparative Study)
Inernaonal Mahemacal Forum, Vol. 8, 3, no., 7 - HIKARI Ld, www.m-hkar.com hp://dx.do.org/.988/mf.3.3488 New M-Esmaor Objecve Funcon n Smulaneous Equaons Model (A Comparave Sudy) Ahmed H. Youssef Professor
More informationP R = P 0. The system is shown on the next figure:
TPG460 Reservor Smulaon 08 page of INTRODUCTION TO RESERVOIR SIMULATION Analycal and numercal soluons of smple one-dmensonal, one-phase flow equaons As an nroducon o reservor smulaon, we wll revew he smples
More informationApproximate Analytic Solution of (2+1) - Dimensional Zakharov-Kuznetsov(Zk) Equations Using Homotopy
Arcle Inernaonal Journal of Modern Mahemacal Scences, 4, (): - Inernaonal Journal of Modern Mahemacal Scences Journal homepage: www.modernscenfcpress.com/journals/jmms.aspx ISSN: 66-86X Florda, USA Approxmae
More informationM. Y. Adamu Mathematical Sciences Programme, AbubakarTafawaBalewa University, Bauchi, Nigeria
IOSR Journal of Mahemacs (IOSR-JM e-issn: 78-578, p-issn: 9-765X. Volume 0, Issue 4 Ver. IV (Jul-Aug. 04, PP 40-44 Mulple SolonSoluons for a (+-dmensonalhroa-sasuma shallow waer wave equaon UsngPanlevé-Bӓclund
More informationV.Abramov - FURTHER ANALYSIS OF CONFIDENCE INTERVALS FOR LARGE CLIENT/SERVER COMPUTER NETWORKS
R&RATA # Vol.) 8, March FURTHER AALYSIS OF COFIDECE ITERVALS FOR LARGE CLIET/SERVER COMPUTER ETWORKS Vyacheslav Abramov School of Mahemacal Scences, Monash Unversy, Buldng 8, Level 4, Clayon Campus, Wellngon
More informationELASTIC MODULUS ESTIMATION OF CHOPPED CARBON FIBER TAPE REINFORCED THERMOPLASTICS USING THE MONTE CARLO SIMULATION
THE 19 TH INTERNATIONAL ONFERENE ON OMPOSITE MATERIALS ELASTI MODULUS ESTIMATION OF HOPPED ARBON FIBER TAPE REINFORED THERMOPLASTIS USING THE MONTE ARLO SIMULATION Y. Sao 1*, J. Takahash 1, T. Masuo 1,
More informationJ i-1 i. J i i+1. Numerical integration of the diffusion equation (I) Finite difference method. Spatial Discretization. Internal nodes.
umercal negraon of he dffuson equaon (I) Fne dfference mehod. Spaal screaon. Inernal nodes. R L V For hermal conducon le s dscree he spaal doman no small fne spans, =,,: Balance of parcles for an nernal
More informationSingle-loop System Reliability-Based Design & Topology Optimization (SRBDO/SRBTO): A Matrix-based System Reliability (MSR) Method
10 h US Naonal Congress on Compuaonal Mechancs Columbus, Oho 16-19, 2009 Sngle-loop Sysem Relably-Based Desgn & Topology Opmzaon (SRBDO/SRBTO): A Marx-based Sysem Relably (MSR) Mehod Tam Nguyen, Junho
More informationCS434a/541a: Pattern Recognition Prof. Olga Veksler. Lecture 4
CS434a/54a: Paern Recognon Prof. Olga Veksler Lecure 4 Oulne Normal Random Varable Properes Dscrmnan funcons Why Normal Random Varables? Analycally racable Works well when observaon comes form a corruped
More informationINVESTIGATION ON THE PRESSURE MATCHING PERFORMANCE OF THE CONSTANT AREA SUPERSONIC-SUPERSONIC EJECTOR. Jian CHEN, Zhenguo WANG*, Jiping WU, Wanwu XU
INVESTIGATION ON THE PRESSURE MATCHING PERFORMANCE OF THE CONSTANT AREA SUPERSONIC-SUPERSONIC EJECTOR by Jan CHEN, Zhenguo WANG*, Jpng WU, Wanwu XU Scence and Technology on Scramje Laboraory, Naonal Unversy
More informationOn One Analytic Method of. Constructing Program Controls
Appled Mahemacal Scences, Vol. 9, 05, no. 8, 409-407 HIKARI Ld, www.m-hkar.com hp://dx.do.org/0.988/ams.05.54349 On One Analyc Mehod of Consrucng Program Conrols A. N. Kvko, S. V. Chsyakov and Yu. E. Balyna
More informationGENERATING CERTAIN QUINTIC IRREDUCIBLE POLYNOMIALS OVER FINITE FIELDS. Youngwoo Ahn and Kitae Kim
Korean J. Mah. 19 (2011), No. 3, pp. 263 272 GENERATING CERTAIN QUINTIC IRREDUCIBLE POLYNOMIALS OVER FINITE FIELDS Youngwoo Ahn and Kae Km Absrac. In he paper [1], an explc correspondence beween ceran
More informationSpurious oscillations and conservation errors in interface-capturing schemes
Cener for Turbulence Research Annual Research Brefs 8 115 Spurous oscllaons and conservaon errors n nerface-capurng schemes By E. Johnsen Movaon and objecves When shock-capurng schemes are appled o flows
More informationOn the turbulence models and turbulent Schmidt number in simulating stratified flows
Sh, Z., Chen, J., and Chen, Q. 015. On he urbulence models and urbulen Schmd number n smulang srafed flows, Acceped by Journal of Buldng Performance Smulaon. On he urbulence models and urbulen Schmd number
More informationAnisotropic Behaviors and Its Application on Sheet Metal Stamping Processes
Ansoropc Behavors and Is Applcaon on Shee Meal Sampng Processes Welong Hu ETA-Engneerng Technology Assocaes, Inc. 33 E. Maple oad, Sue 00 Troy, MI 48083 USA 48-79-300 whu@ea.com Jeanne He ETA-Engneerng
More informationMulti-Fuel and Mixed-Mode IC Engine Combustion Simulation with a Detailed Chemistry Based Progress Variable Library Approach
Mul-Fuel and Med-Mode IC Engne Combuson Smulaon wh a Dealed Chemsry Based Progress Varable Lbrary Approach Conens Inroducon Approach Resuls Conclusons 2 Inroducon New Combuson Model- PVM-MF New Legslaons
More informationExperimental and Numerical Investigation of Temperature Distribution in Room with Displacement Ventilation
Expermenal and Numercal Invesgaon of Temperaure Dsrbuon n Room wh Dsplacemen Venlaon PETER STANKOV, Professor, Deparmen of Hydroaerodynamcs and Hydraulc Machnes, Techncal Unversy of Sofa, Bulgara JORDAN
More informationComputer modelling of technogenic thermal pollution zones in large water bodies
Journal of Physcs: Conference Seres PAPER OPEN ACCESS Compuer modellng of echnogenc hermal polluon zones n large waer bodes To ce hs arcle: Ya N Parshakova and T P Lyubmova 218 J. Phys.: Conf. Ser. 955
More informationRobustness of DEWMA versus EWMA Control Charts to Non-Normal Processes
Journal of Modern Appled Sascal Mehods Volume Issue Arcle 8 5--3 Robusness of D versus Conrol Chars o Non- Processes Saad Saeed Alkahan Performance Measuremen Cener of Governmen Agences, Insue of Publc
More informationEffect of a Vector Wall on the Thermal Field in a SRU Thermal Reactor
Effec of a Vecor Wall on he Thermal Feld n a SRU Thermal Reacor Chun-Lang Yeh and Tzu-Ch Chen Absrac The effecs of a vecor wall on he hermal feld n a SRU hermal reacor are nvesgaed numercally. The FLUENT
More informationRelative controllability of nonlinear systems with delays in control
Relave conrollably o nonlnear sysems wh delays n conrol Jerzy Klamka Insue o Conrol Engneerng, Slesan Techncal Unversy, 44- Glwce, Poland. phone/ax : 48 32 37227, {jklamka}@a.polsl.glwce.pl Keywor: Conrollably.
More informationLecture 9: Dynamic Properties
Shor Course on Molecular Dynamcs Smulaon Lecure 9: Dynamc Properes Professor A. Marn Purdue Unversy Hgh Level Course Oulne 1. MD Bascs. Poenal Energy Funcons 3. Inegraon Algorhms 4. Temperaure Conrol 5.
More informationPolymerization Technology Laboratory Course
Prakkum Polymer Scence/Polymersaonsechnk Versuch Resdence Tme Dsrbuon Polymerzaon Technology Laboraory Course Resdence Tme Dsrbuon of Chemcal Reacors If molecules or elemens of a flud are akng dfferen
More informationMotion in Two Dimensions
Phys 1 Chaper 4 Moon n Two Dmensons adzyubenko@csub.edu hp://www.csub.edu/~adzyubenko 005, 014 A. Dzyubenko 004 Brooks/Cole 1 Dsplacemen as a Vecor The poson of an objec s descrbed by s poson ecor, r The
More informationVENTILATION AND DEDUSTING OF MELTING SHOPS
Second Inernaonal Conference on CFD n he Mnerals and rocess Indusres CSIRO, Melbourne, Ausrala 6-8 December 1999 VENTILATION AND DEDUSTING OF MELTING SHOS Rober KICKINGER 1, hlpp GITTLER 1, Mrko JAVUREK
More informationPerformance Analysis for a Network having Standby Redundant Unit with Waiting in Repair
TECHNI Inernaonal Journal of Compung Scence Communcaon Technologes VOL.5 NO. July 22 (ISSN 974-3375 erformance nalyss for a Nework havng Sby edundan Un wh ang n epar Jendra Sngh 2 abns orwal 2 Deparmen
More informationNUMERICAL SIMULATION OF A PREMIXED TURBULENT V-SHAPED FLAME
THERMAL SCIENCE, Year 011, Vol. 15, No., pp. 311-30 311 NUMERICAL SIMULATION OF A PREMIXED TURBULENT V-SHAPED FLAME by Mohamed Issam EL KHAZEN a*, Hmaed BENTICHA a, Francos-Xaver DEMOULIN b, and Abdelmajd
More informationThis document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore.
Ths documen s downloaded from DR-NTU, Nanyang Technologcal Unversy Lbrary, Sngapore. Tle A smplfed verb machng algorhm for word paron n vsual speech processng( Acceped verson ) Auhor(s) Foo, Say We; Yong,
More informationImplementation of Quantized State Systems in MATLAB/Simulink
SNE T ECHNICAL N OTE Implemenaon of Quanzed Sae Sysems n MATLAB/Smulnk Parck Grabher, Mahas Rößler 2*, Bernhard Henzl 3 Ins. of Analyss and Scenfc Compung, Venna Unversy of Technology, Wedner Haupsraße
More informationRELATIONSHIP BETWEEN VOLATILITY AND TRADING VOLUME: THE CASE OF HSI STOCK RETURNS DATA
RELATIONSHIP BETWEEN VOLATILITY AND TRADING VOLUME: THE CASE OF HSI STOCK RETURNS DATA Mchaela Chocholaá Unversy of Economcs Braslava, Slovaka Inroducon (1) one of he characersc feaures of sock reurns
More informationTSS = SST + SSE An orthogonal partition of the total SS
ANOVA: Topc 4. Orhogonal conrass [ST&D p. 183] H 0 : µ 1 = µ =... = µ H 1 : The mean of a leas one reamen group s dfferen To es hs hypohess, a basc ANOVA allocaes he varaon among reamen means (SST) equally
More informationDEEP UNFOLDING FOR MULTICHANNEL SOURCE SEPARATION SUPPLEMENTARY MATERIAL
DEEP UNFOLDING FOR MULTICHANNEL SOURCE SEPARATION SUPPLEMENTARY MATERIAL Sco Wsdom, John Hershey 2, Jonahan Le Roux 2, and Shnj Waanabe 2 Deparmen o Elecrcal Engneerng, Unversy o Washngon, Seale, WA, USA
More informationChapters 2 Kinematics. Position, Distance, Displacement
Chapers Knemacs Poson, Dsance, Dsplacemen Mechancs: Knemacs and Dynamcs. Knemacs deals wh moon, bu s no concerned wh he cause o moon. Dynamcs deals wh he relaonshp beween orce and moon. The word dsplacemen
More informationFI 3103 Quantum Physics
/9/4 FI 33 Quanum Physcs Aleander A. Iskandar Physcs of Magnesm and Phooncs Research Grou Insu Teknolog Bandung Basc Conces n Quanum Physcs Probably and Eecaon Value Hesenberg Uncerany Prncle Wave Funcon
More informationTHERMODYNAMICS 1. The First Law and Other Basic Concepts (part 2)
Company LOGO THERMODYNAMICS The Frs Law and Oher Basc Conceps (par ) Deparmen of Chemcal Engneerng, Semarang Sae Unversy Dhon Harano S.T., M.T., M.Sc. Have you ever cooked? Equlbrum Equlbrum (con.) Equlbrum
More informationDynamic Team Decision Theory. EECS 558 Project Shrutivandana Sharma and David Shuman December 10, 2005
Dynamc Team Decson Theory EECS 558 Proec Shruvandana Sharma and Davd Shuman December 0, 005 Oulne Inroducon o Team Decson Theory Decomposon of he Dynamc Team Decson Problem Equvalence of Sac and Dynamc
More informationII. Light is a Ray (Geometrical Optics)
II Lgh s a Ray (Geomercal Opcs) IIB Reflecon and Refracon Hero s Prncple of Leas Dsance Law of Reflecon Hero of Aleandra, who lved n he 2 nd cenury BC, posulaed he followng prncple: Prncple of Leas Dsance:
More informationIn the complete model, these slopes are ANALYSIS OF VARIANCE FOR THE COMPLETE TWO-WAY MODEL. (! i+1 -! i ) + [(!") i+1,q - [(!
ANALYSIS OF VARIANCE FOR THE COMPLETE TWO-WAY MODEL The frs hng o es n wo-way ANOVA: Is here neracon? "No neracon" means: The man effecs model would f. Ths n urn means: In he neracon plo (wh A on he horzonal
More informationINFLUENCE OF MODELING OF TURBULENCE IN THE FLOW PARAMETERS WITHIN A FOOD OVEN USING THE OPENFOAM
ênca/scence INFLUENE OF MODELING OF TURBULENE IN THE FLOW PARAMETERS WITHIN A FOOD OVEN USING THE OPENFOAM S. A. Verdéro Júnor a, V. L. Scalon b, and A. Padlha c Unversdade Esadual Paulsa Júlo de Mesqua
More informationShear Stress-Slip Model for Steel-CFRP Single-Lap Joints under Thermal Loading
Shear Sress-Slp Model for Seel-CFRP Sngle-Lap Jons under Thermal Loadng *Ank Agarwal 1), Eha Hamed 2) and Sephen J Foser 3) 1), 2), 3) Cenre for Infrasrucure Engneerng and Safey, School of Cvl and Envronmenal
More informationExtended Progress Variable and Mixture Fraction Model for Turbulent Premixed Combustion
Proceedngs of he World Congress on Engneerng 2010 Vol III, June 30 - July 2, 2010, ondon, U.K. Exended Progress Varable and Mxure racon Model for Turbulen Premxed Combuson Y.Y. Wu and C.K. Chan Absrac
More informationExistence and Uniqueness Results for Random Impulsive Integro-Differential Equation
Global Journal of Pure and Appled Mahemacs. ISSN 973-768 Volume 4, Number 6 (8), pp. 89-87 Research Inda Publcaons hp://www.rpublcaon.com Exsence and Unqueness Resuls for Random Impulsve Inegro-Dfferenal
More informationLet s treat the problem of the response of a system to an applied external force. Again,
Page 33 QUANTUM LNEAR RESPONSE FUNCTON Le s rea he problem of he response of a sysem o an appled exernal force. Agan, H() H f () A H + V () Exernal agen acng on nernal varable Hamlonan for equlbrum sysem
More informationLinear Response Theory: The connection between QFT and experiments
Phys540.nb 39 3 Lnear Response Theory: The connecon beween QFT and expermens 3.1. Basc conceps and deas Q: ow do we measure he conducvy of a meal? A: we frs nroduce a weak elecrc feld E, and hen measure
More informationMultiphase CFD Modeling of Trickle-Bed Reactor Hydrodynamics
Proceedngs of he World Congress on Engneerng and Compuer Scence 2007 WCECS 2007, Ocober 24-26, 2007, San Francsco, USA Mulphase CFD Modelng of Trckle-Bed Reacor Hydrodynamcs Rodrgo J.G. Lopes and Rosa
More informationOn computing differential transform of nonlinear non-autonomous functions and its applications
On compung dfferenal ransform of nonlnear non-auonomous funcons and s applcaons Essam. R. El-Zahar, and Abdelhalm Ebad Deparmen of Mahemacs, Faculy of Scences and Humanes, Prnce Saam Bn Abdulazz Unversy,
More informationSolution in semi infinite diffusion couples (error function analysis)
Soluon n sem nfne dffuson couples (error funcon analyss) Le us consder now he sem nfne dffuson couple of wo blocks wh concenraon of and I means ha, n a A- bnary sysem, s bondng beween wo blocks made of
More informationOutline. Probabilistic Model Learning. Probabilistic Model Learning. Probabilistic Model for Time-series Data: Hidden Markov Model
Probablsc Model for Tme-seres Daa: Hdden Markov Model Hrosh Mamsuka Bonformacs Cener Kyoo Unversy Oulne Three Problems for probablsc models n machne learnng. Compung lkelhood 2. Learnng 3. Parsng (predcon
More informationMixed Convolved Action Variational Methods for Poroelasticity
Mxed Convolved Acon Varaonal Mehods for Poroelascy Bradley. Darrall Mechancal and Aerospace Engneerng Unversy a Buffalo, Sae Unversy of New Yor Buffalo, NY, USA 46 Gary F. Dargush Mechancal and Aerospace
More informationDiffusion of Heptane in Polyethylene Vinyl Acetate: Modelisation and Experimentation
IOSR Journal of Appled hemsry (IOSR-JA) e-issn: 78-5736.Volume 7, Issue 6 Ver. I. (Jun. 4), PP 8-86 Dffuson of Hepane n Polyehylene Vnyl Aceae: odelsaon and Expermenaon Rachd Aman *, Façal oubarak, hammed
More informationRobustness Experiments with Two Variance Components
Naonal Insue of Sandards and Technology (NIST) Informaon Technology Laboraory (ITL) Sascal Engneerng Dvson (SED) Robusness Expermens wh Two Varance Componens by Ana Ivelsse Avlés avles@ns.gov Conference
More information. The geometric multiplicity is dim[ker( λi. number of linearly independent eigenvectors associated with this eigenvalue.
Lnear Algebra Lecure # Noes We connue wh he dscusson of egenvalues, egenvecors, and dagonalzably of marces We wan o know, n parcular wha condons wll assure ha a marx can be dagonalzed and wha he obsrucons
More informationNonequilibrium models for a multi component reactive distillation column
onequlbrum models for a mul componen reacve dsllaon column D. ROUZIEAU, M. PREVOST, M. MEYER IP/E..S.I.G.C LGC Equpe Séparaon Gaz Lqude 8 Chemn de la Loge, 3078 Toulouse Cedex 4, France Absrac A nonequlbrum
More informationRobust and Accurate Cancer Classification with Gene Expression Profiling
Robus and Accurae Cancer Classfcaon wh Gene Expresson Proflng (Compuaonal ysems Bology, 2005) Auhor: Hafeng L, Keshu Zhang, ao Jang Oulne Background LDA (lnear dscrmnan analyss) and small sample sze problem
More informationCH.3. COMPATIBILITY EQUATIONS. Continuum Mechanics Course (MMC) - ETSECCPB - UPC
CH.3. COMPATIBILITY EQUATIONS Connuum Mechancs Course (MMC) - ETSECCPB - UPC Overvew Compably Condons Compably Equaons of a Poenal Vecor Feld Compably Condons for Infnesmal Srans Inegraon of he Infnesmal
More informationBayes rule for a classification problem INF Discriminant functions for the normal density. Euclidean distance. Mahalanobis distance
INF 43 3.. Repeon Anne Solberg (anne@f.uo.no Bayes rule for a classfcaon problem Suppose we have J, =,...J classes. s he class label for a pxel, and x s he observed feaure vecor. We can use Bayes rule
More informationBernoulli process with 282 ky periodicity is detected in the R-N reversals of the earth s magnetic field
Submed o: Suden Essay Awards n Magnecs Bernoull process wh 8 ky perodcy s deeced n he R-N reversals of he earh s magnec feld Jozsef Gara Deparmen of Earh Scences Florda Inernaonal Unversy Unversy Park,
More informationCOLD GAS ANALYSIS OF A WASTE-GAS INCINERATOR TO ENHANCE MIXING CAPABILITIES USING CFD
HEFAT2014 10 h Inernaonal Conference on Hea Transfer, Flud Mechancs and Thermodynamcs 14 26 July 2014 Orlando, Florda COLD GAS ANALSIS OF A WASTE-GAS INCINERATOR TO ENHANCE MIING CAPABILITIES USING CFD
More informationIntroduction to. Computer Animation
Inroducon o 1 Movaon Anmaon from anma (la.) = soul, spr, breah of lfe Brng mages o lfe! Examples Characer anmaon (humans, anmals) Secondary moon (har, cloh) Physcal world (rgd bodes, waer, fre) 2 2 Anmaon
More informationMechanics Physics 151
Mechancs Physcs 5 Lecure 9 Hamlonan Equaons of Moon (Chaper 8) Wha We Dd Las Tme Consruced Hamlonan formalsm H ( q, p, ) = q p L( q, q, ) H p = q H q = p H = L Equvalen o Lagrangan formalsm Smpler, bu
More informationMechanics Physics 151
Mechancs Physcs 5 Lecure 9 Hamlonan Equaons of Moon (Chaper 8) Wha We Dd Las Tme Consruced Hamlonan formalsm Hqp (,,) = qp Lqq (,,) H p = q H q = p H L = Equvalen o Lagrangan formalsm Smpler, bu wce as
More informationA Paper presentation on. Department of Hydrology, Indian Institute of Technology, Roorkee
A Paper presenaon on EXPERIMENTAL INVESTIGATION OF RAINFALL RUNOFF PROCESS by Ank Cakravar M.K.Jan Kapl Rola Deparmen of Hydrology, Indan Insue of Tecnology, Roorkee-247667 Inroducon Ranfall-runoff processes
More informationHEAT FLUX MEASUREMENT OF URBAN BOUNDARY LAYERS IN KYOTO CITY AND ITS PREDICTION BY CFD SIMULATION
EAT FLUX MEASUREMENT OF URBAN BOUNDARY LAYERS IN KYOTO CITY AND ITS PREDICTION BY CFD SIMULATION Kazuya Takahash 1, arunor Yoshda 2, Yuzo Tanaka 3, Norko Aoake 1 and Fuln Wang 1 Eghh Inernaonal IBPSA Conference
More informationComparison of LES and RANS in numerical simulation of turbulent non-premixed flame under MILD combustion condition
MCS 7 Cha Laguna, Caglar, Sardna, Ialy, Sepember 11-15, 2011 Comparson of LES and RANS n numercal smulaon of urbulen non-premed flame under MILD combuson condon M. Halla and K. Mazaher umars@modares.ac.r
More informationSolving the multi-period fixed cost transportation problem using LINGO solver
Inernaonal Journal of Pure and Appled Mahemacs Volume 119 No. 12 2018, 2151-2157 ISSN: 1314-3395 (on-lne verson) url: hp://www.pam.eu Specal Issue pam.eu Solvng he mul-perod fxed cos ransporaon problem
More informationLecture 18: The Laplace Transform (See Sections and 14.7 in Boas)
Lecure 8: The Lalace Transform (See Secons 88- and 47 n Boas) Recall ha our bg-cure goal s he analyss of he dfferenal equaon, ax bx cx F, where we emloy varous exansons for he drvng funcon F deendng on
More informationEcon107 Applied Econometrics Topic 5: Specification: Choosing Independent Variables (Studenmund, Chapter 6)
Econ7 Appled Economercs Topc 5: Specfcaon: Choosng Independen Varables (Sudenmund, Chaper 6 Specfcaon errors ha we wll deal wh: wrong ndependen varable; wrong funconal form. Ths lecure deals wh wrong ndependen
More information( ) () we define the interaction representation by the unitary transformation () = ()
Hgher Order Perurbaon Theory Mchael Fowler 3/7/6 The neracon Represenaon Recall ha n he frs par of hs course sequence, we dscussed he chrödnger and Hesenberg represenaons of quanum mechancs here n he chrödnger
More informationDepartment of Economics University of Toronto
Deparmen of Economcs Unversy of Torono ECO408F M.A. Economercs Lecure Noes on Heeroskedascy Heeroskedascy o Ths lecure nvolves lookng a modfcaons we need o make o deal wh he regresson model when some of
More informationAPPLICATION OF THE SCHWARZ-CHRISTOFFEL TRANSFORMATION IN SOLVING TWO-DIMENSIONAL TURBULENT FLOWS IN COMPLEX GEOMETRIES
APPLICATION OF THE SCHWARZ-CHRISTOFFEL TRANSFORMATION IN SOLVING TWO-DIMENSIONAL TURBULENT FLOWS IN COMPLEX GEOMETRIES R. Moosav Deparmen of Mechancal Engneerng, Yasou Unversy P.O. Box 75914, Yasou, Iran
More informationJohn Geweke a and Gianni Amisano b a Departments of Economics and Statistics, University of Iowa, USA b European Central Bank, Frankfurt, Germany
Herarchcal Markov Normal Mxure models wh Applcaons o Fnancal Asse Reurns Appendx: Proofs of Theorems and Condonal Poseror Dsrbuons John Geweke a and Gann Amsano b a Deparmens of Economcs and Sascs, Unversy
More informationA Computational Fluid Dynamics Study of Turbulence, Radiation, and Combustion Models for Natural Gas Combustion Burner
Avalable onlne a BCREC Webse: hps://bcrec.undp.ac.d Bullen of Chemcal Reacon Engneerng & Caalyss, 13 (1), 2018, 155-169 Research Arcle A Compuaonal Flud Dynamcs Sudy of Turbulence, Radaon, and Combuson
More information. The geometric multiplicity is dim[ker( λi. A )], i.e. the number of linearly independent eigenvectors associated with this eigenvalue.
Mah E-b Lecure #0 Noes We connue wh he dscusson of egenvalues, egenvecors, and dagonalzably of marces We wan o know, n parcular wha condons wll assure ha a marx can be dagonalzed and wha he obsrucons are
More informationA Simulation Based Optimal Control System For Water Resources
Cy Unversy of New York (CUNY) CUNY Academc Works Inernaonal Conference on Hydronformacs 8--4 A Smulaon Based Opmal Conrol Sysem For Waer Resources Aser acasa Maro Morales-Hernández Plar Brufau Plar García-Navarro
More informationGear System Time-varying Reliability Analysis Based on Elastomer Dynamics
A publcaon of CHEMICAL ENGINEERING TRANSACTIONS VOL. 33, 013 Gues Edors: Enrco Zo, Pero Barald Copyrgh 013, AIDIC Servz S.r.l., ISBN 978-88-95608-4-; ISSN 1974-9791 The Ialan Assocaon of Chemcal Engneerng
More informationMolecular Dynamics Simulation Study forgtransport Properties of Diatomic Liquids
NpT EMD Smulaons of Daomc Lquds Bull. Korean Chem. Soc. 7, ol. 8, No. 697 Molecular Dynamcs Smulaon Sudy forgtranspor Properes of Daomc Lquds Song H Lee Deparmen of Chemsry, Kyungsung Unversy, Busan 68-736,
More informationComparison of Differences between Power Means 1
In. Journal of Mah. Analyss, Vol. 7, 203, no., 5-55 Comparson of Dfferences beween Power Means Chang-An Tan, Guanghua Sh and Fe Zuo College of Mahemacs and Informaon Scence Henan Normal Unversy, 453007,
More informationHandout # 6 (MEEN 617) Numerical Integration to Find Time Response of SDOF mechanical system Y X (2) and write EOM (1) as two first-order Eqs.
Handou # 6 (MEEN 67) Numercal Inegraon o Fnd Tme Response of SDOF mechancal sysem Sae Space Mehod The EOM for a lnear sysem s M X DX K X F() () X X X X V wh nal condons, a 0 0 ; 0 Defne he followng varables,
More information