Control of the Laminar Boundary Layer. around a Profile by Suction
|
|
- Claire Manning
- 5 years ago
- Views:
Transcription
1 Adv. Theor. Appl. Meh. Vol. 008 no Control o the Lamnar Boundary Layer around a Prole by Suton A. NAHOUI Retorat de l Unversté El Had Lakhdar Batna Avenue hahd boukhlou Mohamed El had Batna Algéra Enantramz@yahoo.r N. KABOUCHE Retorat de l Unversté El Had Lakhdar Batna Avenue hahd boukhlou Mohamed El had Batna Algéra nkabouhe@yahoo.r L. BAHI Retorat de l Unversté El Had Lakhdar Batna Avenue hahd boukhlou Mohamed El had Batna Algéra Bahl@aramal.om Abstrat A lamnar and two-dmensonal nompressble boundary layer around a prole and ts ontrol usng suton s studed numerally. The study s based on the Prandtl boundary layer model. Usng the method o nte derenes and the Crank-Nolson sheme. The study onerns the lat plate ase and the 00 NACA prole. The veloty dstrbuton the boundary layer thkness and the rton oeent dstrbuton are determned and presented wth and wthout ontrol. The applaton o the ontrol tehnque has demonstrated ts postve eet on the detahment pont and the rton oeent. The ontrol proedure s appled or derent porosty lengths speeds and angles o suton Keywords: boundary layer lamnar two-dmensonal nompressble prole ontrol suton and rton oeent
2 88 A. Nahou N. Kabouhe and L. Bah Introduton The present work s to study the lamnar boundary layer developed by twodmensonal nompressble low o ar around proles arplane wng or vane ompressor or turbne blades rom the equatons o the lamnar boundary layer told Prandtl s equatons and ts ontrol by suton. The equatons governng ths knd o problem derental equatons are nonlnear partal derental. Ther soluton an be only numerally. The boundary layer s the thn area n ontat wth the wall o the prole s the seat o the phenomena ausng vsous drag o rton[] wth the several reent studes estmate that about hal o the total drag. Any reduton o the latter would result n an nrease n perormane or a reduton n energy onsumpton knowng that the ossl uels are sare by the day on the one hand; on the other hand the exessve onsumpton o these reserves s onstantly ollowng nreasng nternatonal demand [3]. One way to aheve ths goal s to montor the boundary layer pushng ts pont o detahment towards the tralng edge by applyng suton [5 6] n order to expand ts area lamnar. The study onerns the lat plate and NACA 00 prole. Fg. : Geometral haratersts o a two-dmensonal prole. Nomenlature x y : Cartesan o-ordnate s : Curvlnear o-ordnate. : Dmensonless o-ordnate : Dmensonless o-ordnate
3 Control o the lamnar boundary layer 89 : Outsde the boundary layer υ : knemat vsosty τ : Tangental onstrant. α : Angle o attak. θ : Angles o suton : Dmensonless parameter ( s) = ( s. du ) ( u ( s) ds) p : Stat pressure. e e. Cp : Coeent o pressure Cp = ( p p ) ( ρ U ). u : Speed Component ollowng x v : Speed Component ollowng y V : Dmensonless speed omponent ollowng y δ : Boundary layer thkness : Stream unton : Dmensonless speed omponent ollowng x Re : Reynolds number U : Veloty Outsde the boundary layer M : Mah number vo /U : Veloty o suton Xp : Porosty lengths. Mathematal modellng. Modellng o the boundary layer The problem o a lamnar boundary layer dynam and two-dmensonal nompressble s governed by [789] v x () p u u u v = υ x y x x y ρ v v p v v u v = υ x y y x y ρ g x g y () (3).. Assumptons o the lamnar boundary layer
4 90 A. Nahou N. Kabouhe and L. Bah The thkness o the boundary layer s small enough rope to the prole (δ << ) The omponent o the longtudnal veloty s greater than the transverse omponent ( v <<u ) The transversal pressure gradent s negleted ( ( p ) ) The ores o weght are negleted. The gradent o the longtudnal veloty n the transverse dreton s muh hgher than the gradent speed transverse ( v ) << ( ) By ntrodung these assumptons we arrve at a sale model o Prandtl ollows: v x p u u v = υ x ρ x () At the entrane u ( x. y) = u( y) (5) v ( x. y) = v( y) (6) u ( x0) (7) v ( x0) (8) u ( x ) = Ue( x) (9) The length o the lamnar boundary layer wth ts endpont pont where detahment or the boundary layer hanges n nature and beomes turbulent s dened aordng to the lassal theory by (0). Boundary layer on the lat plate The model s redued to [ 7 8 9]: v x
5 Control o the lamnar boundary layer 9 u v x u = υ () Among the results o ths study we quote: The thkness o the boundary layer s gven by x δ ( x) =. 9 () R ex Or the Reynolds number s gven by U x R ex = (3) υ The loal rton oeent s gven by 0.66 C ( x) = () R ex.3 On the boundary layer proles NACA.3. Equatons o the boundary layer.3.. Change landmark We propose to study the boundary layer n urvlnear oordnates (s y); wth the oordnated who represents the surae ontour prole and perpendular to the oordnated s. Frst we must make the mathematal model no dmensonal by makng the ollowng hanges [7] s = (5) L = y U ( s) e υ s (6) u ( ) = = Ue (7) v s U e ( s) V ( ) = U ( s) υ (8)
6 9 A. Nahou N. Kabouhe and L. Bah The mathematal model takes the ollowng orm [] ( ) V (9) V = [ ] (0) The parameter depends on the speed dstrbuton potental beyond the boundary layer wth: V = V ( ) () ( 0) () V ( 0) (3) ( ) = () At the entrane ( ) s arbtrarly hosen away rom the edge so the mathematal model s redued to the equaton Falkner-Skan [7] 3 3 (5) Wth the boundary ondtons: (0) = (0) ( ) = (Pont o detahment).3.. Numeral resoluton o the equatons o the lamnar boundary layer Typally solvng non-lnear derental equatons governng physal problems appealed to the approprate numeral methods. In ths ase prevous studes show that nte derene s more sutable [] wth the use o the sheme CRANCK - NICOLSON. Thus the transormaton o derental equatons wth algebra equatons s obtaned ommonly reerred to the modellng.
7 Control o the lamnar boundary layer 93. Modellng o derental equatons.. Modellng o the equaton o momentum The modellng o the equaton o momentum s dong term by term t leads to the nal equaton ater reorganzed terms o the equaton o momentum whh s D C B A = (7) Wth the oeents whh are dened by: ( ) = V A (8) ( ) = B (9) ( ) = C (30)... Modellng o the equaton o ontnuty Smlarly the equaton o ontnuty s ( ) = D C B A V V V V (3) The oeents are determned by = A (3) = B (33) = C (3) = D (35)
8 9 A. Nahou N. Kabouhe and L. Bah.5 Algorthm solvng equatons o the lamnar boundary layer The sortng system dagonal o the equaton modelled o momentum s determned by the algorthm Thomas [3]..6 Modellng o the orgnal prole The ntal prole taxed at ( ) s determned rom the soluton o the equaton o Falkner-Skan [0 ].7. Method Prnple Shootng Ths method allows the passage o a derental problem wth the boundary ondtons wth a problem to ntal ondtons. Indeed t s to adust the ntal ondtons so that the boundary ondtons are met.e. orretons to aheve target [7.0].8 Algorthm resoluton o the mathematal model o the lamnar boundary layer The trouble shootng steps are [7].8. The hoe o the barrer sets through ts leadng edge parameter o the ntal orm. Ths allows the resoluton o the equaton Falkner-Skan.e. obtanng all values aordng to the ntal vertal..8. The determnaton o the speed outsde..8.3 The alulaton o the shape parameter or all statons along the prole..8. The alulaton o the values or all o the orgnal staton..8.5 The resoluton o the equaton o momentum by the algorthm Thomas..8.6 The alulaton o values and speeds or the new staton..8.7 The test the detahment ours we stop the alulatons you go bak to the stage (.8.5). 3 Dsusson o Results The tests o the numer ode developed were onduted on a lat plate as well as a prole NACA00. Dstrbutons o pressure on these proles are determned by searhng the nluene o the angle o attak and Mah number o low undsturbed on the latter the pont o detahment s determned rom the speed proles on the surae prole. A tehnque or ontrollng the boundary layer by suton s appled to test the nluene o several parameters suh as the sope o
9 Control o the lamnar boundary layer 95 aspraton the Mah number the dreton o the angle o eeton and the amount pumped. To valdate the alulaton ode we onduted a omparson o the results o the prole wth sold surae and those obtaned by the method o BLASUIS plane to the plate [ ]. 3. Controllng detahment dependng on the sope o suton By applyng the tehnque to ontrol the boundary layer by suton we an see rom the gure () that the delne rom the pont o detahment towards the tralng edge nreases. By nreasng the sope o aspraton ths development s slower beyond a range o 30% suton o the rope [ ] Suton sope (xp) Poston o detahment (x/) Fg. : Eet o the sope o suton on the verge o detahment on NACA 00. M.3 α and vo / U = Montorng detahment dependng on the angle o suton For angles ntake below 87 taken on a prole NACA00 ther values have no postve eet on the verge o loosenng on the ontrary they enourage detahment but rom ths angle the pont o detahment toward the rearward edge o a remarkable manner the angle s hgh over the urrent detahment s delayed towards the tralng edge up to a value o 80 but 80 angle s not pratal we so ust to the angle o 70.
10 96 A. Nahou N. Kabouhe and L. Bah Angle o suton (θ) Axal dstane (x/) Fg. 3:The eet o the angle o suton on the detahment o a prole NACA00. M = 0.3 and α vo / U = Controllng detahment dependng on the amount pumped For small amounts o lud suked on a range o xp and an angle o 90 eeton the pont o detahment remans unmoved. Then the more we aspre as ther pont o detahment moves to the edge but when you reah a value o 0 pont detahment beomes nsensble to any quantty and more. So we should not aspre too beause the exess low s not useul Quantty suked (vo/u) Axal dstane (x/) Fg Eet o the amount pumped on the verge o separaton. M.3 α and θ = 90
11 Control o the lamnar boundary layer Eet o ontrol by suton on the thkness o the boundary layer The moleular partles adhere better wth the wall by applyng ontrol by suton ths s due to the absorpton o these partles loated ust to the wall allowng the aeleraton o partles above where the thkness o the layer lmt beomes thnner. Thkness o the boundary layer(δ/) NACA 00/ Suton lat plate Axal dstane (x/) Fg. 5: Thkness o the lamnar boundary layer on a porous prole NACA 00 and on alat plate sold. Xp=0.6 M=0.3 α=0 θ=0 and vo/u= Eet o ontrol by suton on the oeent o rton Followng the mplementaton o the suton ontrol over the length o the prole the partles n dret ontat wth the wall aeleratng and the rton oeent s lower than that obtaned wth the same prole sold. 000 Coeent o rton (C) Sutn on the entre wall Sold surae Axal dstane (x/) Fg. 6: Dstrbuton o the oeent o rton on a NACA 00 and wth ontrol plane on a lat plate. Xp.6 M.3 θ and α.
12 98 A. Nahou N. Kabouhe and L. Bah Conluson A numeral study s proposed to analyse the behavour o a lamnar boundary layer and two-dmensonal nompressble around wth proles and porous sold surae. The proles onsdered n ths study are proles NACA00 and lat plate. It has ormulated the mathematal model based on the equatons o Prandtl hosen or the study o the boundary layer. A hange o varables s ntrodued to transorm the system o derental equatons wth two varables nto a sngle non-lnear derental equaton regular n one varable. The resoluton may not be possble as numeral methods thereore t has appealed to the method o Shootng and the algorthm Thomas. The results were used to study the nluene o the sope o aspraton the angle o suton and the amount pumped. The results showed that the suton gves better results whh are a key obetve sought by several researh organzatons avaton. These postve results are onsstent wth the theoretal predtons and valdated by the expermental results obtaned by several agenes n the avaton ndustry. More sope suton s mportant the angle and the amount sphoned are optmal and the results are better. Indeed resultng n a oeent o rton and a lower thkness o the boundary layer thnner. Reerenes [] A. PANTOKRATORAS The Falkner-Skan low wth onstant wall temperature and varable vsosty. Internatonal Journal o thermal Senes 5 (006). [] C.A. FLETCHER Computatonal tehnque or lud dynams Volume. Sprng Verglas Berln Hedelberg GERMANY 99. [3] C. MICHAUT Indésrable traînée. (007) [] C. MICHAUT La lute des aérodynamens pour rédure la onsommaton des avons. (007) [5] D. DESTRAC ET J. REAUX Réduton de la traînée des avons de transport subsonques [6] H. SCHLICHTING Boundary layer theory. Ed M GRAW-HILL 967 [7] J. COUSTEIX Couhe lmte lamnare Aérodynamque. Ed. epadues. Toulouse.988 [8] J. P. NOUGIER Méthodes de alul numérques Volume. Ed MASSON Pars 00 [9] P. BREGON La lamnarsaton des volures permettrat de rédure de 0% la onsommaton de arburant des avons. (8/06/000) [0] R. PANTON Inompressble low. Ed. John Wlly and Sons In New York.983. [] S. CANDEL Méanque des ludes. DUNOD Pars 995. [] T. Neal A Boundary Condton or Smulaton o Flow Over Porous Suraes. 9th Appled Aerodynams Conerene June - 00/Anahem Calorna. Reeved: Marh 7 008
Steady Stagnation Point Flow and Heat Transfer Over a Shrinking Sheet with Induced Magnetic Field
Journal o Appled Flud Mehans, Vol. 7, No., pp. 73-7,. Avalable onlne at www.jamonlne.net, ISSN 735-357, EISSN 735-365. Steady Stagnaton Pont Flow and Heat Transer Over a Shrnkng Sheet wth Indued Magnet
More informationAPPROXIMATE OPTIMAL CONTROL OF LINEAR TIME-DELAY SYSTEMS VIA HAAR WAVELETS
Journal o Engneerng Sene and ehnology Vol., No. (6) 486-498 Shool o Engneerng, aylor s Unversty APPROIAE OPIAL CONROL OF LINEAR IE-DELAY SYSES VIA HAAR WAVELES AKBAR H. BORZABADI*, SOLAYAN ASADI Shool
More informationVoltammetry. Bulk electrolysis: relatively large electrodes (on the order of cm 2 ) Voltammetry:
Voltammetry varety of eletroanalytal methods rely on the applaton of a potental funton to an eletrode wth the measurement of the resultng urrent n the ell. In ontrast wth bul eletrolyss methods, the objetve
More informationDOAEstimationforCoherentSourcesinBeamspace UsingSpatialSmoothing
DOAEstmatonorCoherentSouresneamspae UsngSpatalSmoothng YnYang,ChunruWan,ChaoSun,QngWang ShooloEletralandEletronEngneerng NanangehnologalUnverst,Sngapore,639798 InsttuteoAoustEngneerng NorthwesternPoltehnalUnverst,X
More information425. Calculation of stresses in the coating of a vibrating beam
45. CALCULAION OF SRESSES IN HE COAING OF A VIBRAING BEAM. 45. Calulaton of stresses n the oatng of a vbratng beam M. Ragulsks,a, V. Kravčenken,b, K. Plkauskas,, R. Maskelunas,a, L. Zubavčus,b, P. Paškevčus,d
More informationPhase Transition in Collective Motion
Phase Transton n Colletve Moton Hefe Hu May 4, 2008 Abstrat There has been a hgh nterest n studyng the olletve behavor of organsms n reent years. When the densty of lvng systems s nreased, a phase transton
More informationController Design for Networked Control Systems in Multiple-packet Transmission with Random Delays
Appled Mehans and Materals Onlne: 03-0- ISSN: 66-748, Vols. 78-80, pp 60-604 do:0.408/www.sentf.net/amm.78-80.60 03 rans eh Publatons, Swtzerland H Controller Desgn for Networed Control Systems n Multple-paet
More informationA computer-aided optimization method of bending beams
WSES Internatonal Conferene on ENGINEERING MECHNICS, STRUCTURES, ENGINEERING GEOLOGY (EMESEG '8), Heraklon, Crete Island, Greee, July 22-24, 28 omputer-aded optmzaton method of bendng beams CRMEN E. SINGER-ORCI
More informationECEN 5005 Crystals, Nanocrystals and Device Applications Class 19 Group Theory For Crystals
ECEN 5005 Crystals, Nanocrystals and Devce Applcatons Class 9 Group Theory For Crystals Dee Dagram Radatve Transton Probablty Wgner-Ecart Theorem Selecton Rule Dee Dagram Expermentally determned energy
More informatione a = 12.4 i a = 13.5i h a = xi + yj 3 a Let r a = 25cos(20) i + 25sin(20) j b = 15cos(55) i + 15sin(55) j
Vetors MC Qld-3 49 Chapter 3 Vetors Exerse 3A Revew of vetors a d e f e a x + y omponent: x a os(θ 6 os(80 + 39 6 os(9.4 omponent: y a sn(θ 6 sn(9 0. a.4 0. f a x + y omponent: x a os(θ 5 os( 5 3.6 omponent:
More informationOn Generalized Fractional Hankel Transform
Int. ournal o Math. nalss Vol. 6 no. 8 883-896 On Generaled Fratonal ankel Transorm R. D. Tawade Pro.Ram Meghe Insttute o Tehnolog & Researh Badnera Inda rajendratawade@redmal.om. S. Gudadhe Dept.o Mathemats
More informationCharged Particle in a Magnetic Field
Charged Partle n a Magnet Feld Mhael Fowler 1/16/08 Introduton Classall, the fore on a harged partle n eletr and magnet felds s gven b the Lorentz fore law: v B F = q E+ Ths velot-dependent fore s qute
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 informationForce = F Piston area = A
CHAPTER III Ths chapter s an mportant transton between the propertes o pure substances and the most mportant chapter whch s: the rst law o thermodynamcs In ths chapter, we wll ntroduce the notons o heat,
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 informationOPTIMISATION. Introduction Single Variable Unconstrained Optimisation Multivariable Unconstrained Optimisation Linear Programming
OPTIMIATION Introducton ngle Varable Unconstraned Optmsaton Multvarable Unconstraned Optmsaton Lnear Programmng Chapter Optmsaton /. Introducton In an engneerng analss, sometmes etremtes, ether mnmum or
More information12 th National Congress on Theoretical and Applied Mechanics September 2013, Saints Constantine and Helena, Varna, Bulgaria
th Natonal Congress on Theoretal and Appled Mehans 3-6 September 03 Sants Constantne and Helena Varna Bulgara APPLICATION OF GEARING PRIMITIVES TO SKEW AXES GEAR SET SYNTHESIS PART : MATHEMATICAL MODEL
More informationVibration response of sandwich plate under Low-velocity impact loading
Vbraton response o sandwh plate under Low-veloty mpat loadng M. WALI, M. ABDNNADHR, T. FAKHFAKH, M. HADDAR Researh Unt o Dynams o Mehanal Systems (UDSM), Natonal shool o engneers o Sax BP. 1173-338 Sax
More information[Ahluwaliya* et al., 5(7): July, 2016] ISSN: IC Value: 3.00 Impact Factor: 4.116
[Ahluwalya et al., 5(7): July, 6] IN: 77-9655 IC Value: 3. Impat Fator: 4.6 IJERT INTERNATIONAL JOURNAL OF ENGINEERING CIENCE & REEARCH TECHNOLOGY TABILITY OF VICO-ELATIC( RIVLIN-ERICKEN) COMPREIBLE FLUI
More informationLecture 21: Numerical methods for pricing American type derivatives
Lecture 21: Numercal methods for prcng Amercan type dervatves Xaoguang Wang STAT 598W Aprl 10th, 2014 (STAT 598W) Lecture 21 1 / 26 Outlne 1 Fnte Dfference Method Explct Method Penalty Method (STAT 598W)
More informationExample
Chapter Example.- ------------------------------------------------------------------------------ sold slab of 5.5 wt% agar gel at 78 o K s.6 mm thk and ontans a unform onentraton of urea of. kmol/m 3.
More informationINVESTIGATION OF THE TURBULENT SWIRL FLOWS IN A CONICAL DIFFUSER
Benšek, M. et. al.: Investgaton of the turbulent swrl flows n a onal dffuser THERMAL SCIENCE: Vol. 14 (1), Suppl, pp.sxx Sxx INVESTIGATION OF THE TURBULENT SWIRL FLOWS IN A CONICAL DIFFUSER by Mroslav
More informationLecture-7. Homework (Due 2/13/03)
Leture-7 Ste Length Seleton Homewor Due /3/3 3. 3. 3.5 3.6 3.7 3.9 3. Show equaton 3.44 he last ste n the roo o heorem 3.6. see sldes Show that >.5, the lne searh would exlude the mnmzer o a quadrat, and
More informationLecture 2 Solution of Nonlinear Equations ( Root Finding Problems )
Lecture Soluton o Nonlnear Equatons Root Fndng Problems Dentons Classcaton o Methods Analytcal Solutons Graphcal Methods Numercal Methods Bracketng Methods Open Methods Convergence Notatons Root Fndng
More informationSingle Variable Optimization
8/4/07 Course Instructor Dr. Raymond C. Rump Oce: A 337 Phone: (95) 747 6958 E Mal: rcrump@utep.edu Topc 8b Sngle Varable Optmzaton EE 4386/530 Computatonal Methods n EE Outlne Mathematcal Prelmnares Sngle
More informationComplex Variables. Chapter 18 Integration in the Complex Plane. March 12, 2013 Lecturer: Shih-Yuan Chen
omplex Varables hapter 8 Integraton n the omplex Plane March, Lecturer: Shh-Yuan hen Except where otherwse noted, content s lcensed under a BY-N-SA. TW Lcense. ontents ontour ntegrals auchy-goursat theorem
More informationImpedance Analysis of Molten Carbonate Fuel Cell
Impedane Analyss of Molten Carbonate Fuel Cell Fnal Projet Report In partal requrement of ECHE 789B ourse Naln Subramanan Course Instrutor: Dr. Branko N. Popov Date submtted: May 5,00 Abstrat A three phase
More informationTURBULENCE STRUCTURAL MEASUREMENTS USING A COMPREHENSIVE LASER-DOPPLER VELOCIMETER IN TWO- AND THREE-DIMENSIONAL TURBULENT BOUNDARY LAYERS
TURBULENCE STRUCTURAL MEASUREMENTS USING A COMPREHENSIVE LASER-DOPPLER VELOCIMETER IN TWO- AND THREE-DIMENSIONAL TURBULENT BOUNDARY LAYERS K. Todd Lowe Appled Unversty Researh, In. 605 Preston Avenue Blaksburg,
More informationALGEBRAIC SCHUR COMPLEMENT APPROACH FOR A NON LINEAR 2D ADVECTION DIFFUSION EQUATION
st Annual Internatonal Interdsplnary Conferene AIIC 03 4-6 Aprl Azores Portugal - Proeedngs- ALGEBRAIC SCHUR COMPLEMENT APPROACH FOR A NON LINEAR D ADVECTION DIFFUSION EQUATION Hassan Belhad Professor
More informationChapter 3 Differentiation and Integration
MEE07 Computer Modelng Technques n Engneerng Chapter Derentaton and Integraton Reerence: An Introducton to Numercal Computatons, nd edton, S. yakowtz and F. zdarovsky, Mawell/Macmllan, 990. Derentaton
More informationPhysics 2B Chapter 17 Notes - Calorimetry Spring 2018
Physs 2B Chapter 17 Notes - Calormetry Sprng 2018 hermal Energy and Heat Heat Capaty and Spe Heat Capaty Phase Change and Latent Heat Rules or Calormetry Problems hermal Energy and Heat Calormetry lterally
More information36.1 Why is it important to be able to find roots to systems of equations? Up to this point, we have discussed how to find the solution to
ChE Lecture Notes - D. Keer, 5/9/98 Lecture 6,7,8 - Rootndng n systems o equatons (A) Theory (B) Problems (C) MATLAB Applcatons Tet: Supplementary notes rom Instructor 6. Why s t mportant to be able to
More informationSpring Force and Power
Lecture 13 Chapter 9 Sprng Force and Power Yeah, energy s better than orces. What s net? Course webste: http://aculty.uml.edu/andry_danylov/teachng/physcsi IN THIS CHAPTER, you wll learn how to solve problems
More informationSOUND SEPARATION OF POLYPHONIC MUSIC USING INSTRUMENT PRINTS
SOUND SEPARATION OF POLYPHONI MUSI USING INSTRUMENT PRINTS Krstó Azél 1 and Szabols Ivánsy 2 Department o Automaton and Appled Inormats Budapest Unversty o Tehnology and Eonoms 3-9. Muegyetem rkp. H-1111
More informationChapter 3 and Chapter 4
Chapter 3 and Chapter 4 Chapter 3 Energy 3. Introducton:Work Work W s energy transerred to or rom an object by means o a orce actng on the object. Energy transerred to the object s postve work, and energy
More informationASSESSMENT OF UNCERTAINTY IN ESTIMATION OF STORED AND RECOVERABLE THERMAL ENERGY IN GEOTHERMAL RESERVOIRS BY VOLUMETRIC METHODS
PROCEEDINGS, Thrty-Fourth Workshop on Geothermal Reservor Engneerng Stanord Unversty, Stanord, Calorna, February 9-11, 009 SGP-TR-187 ASSESSMENT OF UNCERTAINTY IN ESTIMATION OF STORED AND RECOVERABLE THERMAL
More informationAn Application of the IMSC on a Non-linear Flexible Structure: Numerical Analysis and Experimental Validation
, July 6-8, 2011, London, U.K. An Applaton of the IMSC on a Non-lnear Flexble Struture: Numeral Analyss and Expermental Valdaton G. Caulan, F. Resta, F. Rpamont Abstrat he ndependent modal ontrol to suppress
More informationPHYS 1441 Section 002 Lecture #15
PHYS 1441 Secton 00 Lecture #15 Monday, March 18, 013 Work wth rcton Potental Energy Gravtatonal Potental Energy Elastc Potental Energy Mechancal Energy Conservaton Announcements Mdterm comprehensve exam
More informationrepresents the amplitude of the signal after modulation and (t) is the phase of the carrier wave.
1 IQ Sgnals general overvew 2 IQ reevers IQ Sgnals general overvew Rado waves are used to arry a message over a dstane determned by the ln budget The rado wave (alled a arrer wave) s modulated (moded)
More informationPrediction of Solid Paraffin Precipitation Using Solid Phase Equation of State
Predton of old Paraffn Preptaton Usng old Phase Equaton of tate Proeedngs of European Congress of Chemal Engneerng (ECCE-6) Copenhagen, 16- eptember 7 Predton of old Paraffn Preptaton Usng old Phase Equaton
More informationTurbulent 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 informationJournal of Universal Computer Science, vol. 1, no. 7 (1995), submitted: 15/12/94, accepted: 26/6/95, appeared: 28/7/95 Springer Pub. Co.
Journal of Unversal Computer Scence, vol. 1, no. 7 (1995), 469-483 submtted: 15/12/94, accepted: 26/6/95, appeared: 28/7/95 Sprnger Pub. Co. Round-o error propagaton n the soluton of the heat equaton by
More informationGravity Drainage Prior to Cake Filtration
1 Gravty Dranage Pror to ake Fltraton Sott A. Wells and Gregory K. Savage Department of vl Engneerng Portland State Unversty Portland, Oregon 97207-0751 Voe (503) 725-4276 Fax (503) 725-4298 ttp://www.e.pdx.edu/~wellss
More information: Numerical Analysis Topic 2: Solution of Nonlinear Equations Lectures 5-11:
764: Numercal Analyss Topc : Soluton o Nonlnear Equatons Lectures 5-: UIN Malang Read Chapters 5 and 6 o the tetbook 764_Topc Lecture 5 Soluton o Nonlnear Equatons Root Fndng Problems Dentons Classcaton
More informationFinite Difference Method
7/0/07 Instructor r. Ramond Rump (9) 747 698 rcrump@utep.edu EE 337 Computatonal Electromagnetcs (CEM) Lecture #0 Fnte erence Method Lecture 0 These notes ma contan coprghted materal obtaned under ar use
More informationCISE301: Numerical Methods Topic 2: Solution of Nonlinear Equations
CISE3: Numercal Methods Topc : Soluton o Nonlnear Equatons Dr. Amar Khoukh Term Read Chapters 5 and 6 o the tetbook CISE3_Topc c Khoukh_ Lecture 5 Soluton o Nonlnear Equatons Root ndng Problems Dentons
More informationKey words: path synthesis, joint clearances, Lagrange s equation, Differential evaluation (DE), optimization.
Rub Mshra, T.K.Naskar, Sanb Ahara / nternatonal Journal of Engneerng Researh and Applatons (JERA) SSN: 8-96 www.era.om Vol., ssue, Januar -Februar 0, pp.9-99 Snthess of oupler urve of a Four Bar Lnkage
More information3D Numerical Analysis for Impedance Calculation and High Performance Consideration of Linear Induction Motor for Rail-guided Transportation
ADVANCED ELECTROMAGNETICS SYMPOSIUM, AES 13, 19 MARCH 13, SHARJAH UNITED ARAB EMIRATES 3D Numeral Analss for Impedane Calulaton and Hgh Performane Consderaton of Lnear Induton Motor for Ral-guded Transportaton
More informationChapter Newton s Method
Chapter 9. Newton s Method After readng ths chapter, you should be able to:. Understand how Newton s method s dfferent from the Golden Secton Search method. Understand how Newton s method works 3. Solve
More informationInstance-Based Learning and Clustering
Instane-Based Learnng and Clusterng R&N 04, a bt of 03 Dfferent knds of Indutve Learnng Supervsed learnng Bas dea: Learn an approxmaton for a funton y=f(x based on labelled examples { (x,y, (x,y,, (x n,y
More informationCould be explained the origin of dark matter and dark energy through the. introduction of a virtual proper time? Abstract
Could be explaned the orgn o dark matter and dark energy through the ntroduton o a vrtual proper tme? Nkola V Volkov Department o Mathemats, StPetersburg State Eletrotehnal Unversty ProPopov str, StPetersburg,
More informationThermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850)
hermal-fluds I Chapter 18 ransent heat conducton Dr. Prmal Fernando prmal@eng.fsu.edu Ph: (850) 410-6323 1 ransent heat conducton In general, he temperature of a body vares wth tme as well as poston. In
More informationConservation of Energy
Lecture 3 Chapter 8 Physcs I 0.3.03 Conservaton o Energy Course webste: http://aculty.uml.edu/andry_danylov/teachng/physcsi Lecture Capture: http://echo360.uml.edu/danylov03/physcsall.html 95.4, Fall 03,
More informationGeometric Clustering using the Information Bottleneck method
Geometr Clusterng usng the Informaton Bottlenek method Susanne Stll Department of Physs Prneton Unversty, Prneton, NJ 08544 susanna@prneton.edu Wllam Balek Department of Physs Prneton Unversty, Prneton,
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 information4DVAR, according to the name, is a four-dimensional variational method.
4D-Varatonal Data Assmlaton (4D-Var) 4DVAR, accordng to the name, s a four-dmensonal varatonal method. 4D-Var s actually a drect generalzaton of 3D-Var to handle observatons that are dstrbuted n tme. The
More informationPhysics 2A Chapter 3 HW Solutions
Phscs A Chapter 3 HW Solutons Chapter 3 Conceptual Queston: 4, 6, 8, Problems: 5,, 8, 7, 3, 44, 46, 69, 70, 73 Q3.4. Reason: (a) C = A+ B onl A and B are n the same drecton. Sze does not matter. (b) C
More informationExercise 10: Theory of mass transfer coefficient at boundary
Partle Tehnology Laboratory Prof. Sotrs E. Pratsns Sonneggstrasse, ML F, ETH Zentrum Tel.: +--6 5 http://www.ptl.ethz.h 5-97- U Stoffaustaush HS 7 Exerse : Theory of mass transfer oeffent at boundary Chapter,
More informationIntroduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:
CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and
More informationGeneral Tips on How to Do Well in Physics Exams. 1. Establish a good habit in keeping track of your steps. For example, when you use the equation
General Tps on How to Do Well n Physcs Exams 1. Establsh a good habt n keepng track o your steps. For example when you use the equaton 1 1 1 + = d d to solve or d o you should rst rewrte t as 1 1 1 = d
More informationPeriod & Frequency. Work and Energy. Methods of Energy Transfer: Energy. Work-KE Theorem 3/4/16. Ranking: Which has the greatest kinetic energy?
Perod & Frequency Perod (T): Tme to complete one ull rotaton Frequency (): Number o rotatons completed per second. = 1/T, T = 1/ v = πr/t Work and Energy Work: W = F!d (pcks out parallel components) F
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 informationVARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES
VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES BÂRZĂ, Slvu Faculty of Mathematcs-Informatcs Spru Haret Unversty barza_slvu@yahoo.com Abstract Ths paper wants to contnue
More informationAnother Collimation Mechanism of Astrophysical Jet
Journal o Earth Sene and Engneerng 7 (7 7-89 do:.765/59-58x/7.. D DAVID PUBLISHING Another Collmaton Mehansm o Astrophysal Jet Yoshnar Mnam Advaned Sene-Tehnology esearh Organzaton (Formerly NEC Spae Development
More informationAerodynamics. Finite Wings Lifting line theory Glauert s method
α ( y) l Γ( y) r ( y) V c( y) β b 4 V Glauert s method b ( y) + r dy dγ y y dy Soluton procedure that transforms the lftng lne ntegro-dfferental equaton nto a system of algebrac equatons - Restrcted to
More informationGEL 446: Applied Environmental Geology
GE 446: ppled Envronmental Geology Watershed Delneaton and Geomorphology Watershed Geomorphology Watersheds are fundamental geospatal unts that provde a physal and oneptual framewor wdely used by sentsts,
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 informationCOMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD
COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,
More informationSalmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2
Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to
More informationAnalytical calculation of adiabatic processes in real gases
Journal of Physs: Conferene Seres PAPER OPEN ACCESS Analytal alulaton of adabat roesses n real gases o te ths artle: I B Amarskaja et al 016 J. Phys.: Conf. Ser. 754 11003 Related ontent - Shortuts to
More informationModule 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:
More informationPhysics 181. Particle Systems
Physcs 181 Partcle Systems Overvew In these notes we dscuss the varables approprate to the descrpton of systems of partcles, ther defntons, ther relatons, and ther conservatons laws. We consder a system
More informationTopic 5: Non-Linear Regression
Topc 5: Non-Lnear Regresson The models we ve worked wth so far have been lnear n the parameters. They ve been of the form: y = Xβ + ε Many models based on economc theory are actually non-lnear n the parameters.
More informationORDINARY DIFFERENTIAL EQUATIONS EULER S METHOD
Numercal Analss or Engneers German Jordanan Unverst ORDINARY DIFFERENTIAL EQUATIONS We wll eplore several metods o solvng rst order ordnar derental equatons (ODEs and we wll sow ow tese metods can be appled
More informationStudy to Find Out the Optimum Number of Transparent Covers and Refractive Index for
Study to Fnd Out the Optmum Number o Transparent Covers and Reratve Index or the Best Perormane o Sunearth Solar Water Heater Usng Matlab Sotware by Shahna Parvn Suprt A Thess Presented n Partal Fulllment
More informationA Hybrid Simulated Annealing and Threshold Accepting for Satisfiability Problems using Dynamically Cooling Schemes
6th WEA Int. Conerene on Computatonal Intellgene, Man-Mahne ystems and Cybernets, Tenere, pan, Deember 14-16, 2007 281 A Hybrd mulated Annealng and Threshold Aeptng or atsablty Problems usng Dynamally
More informationA Tale of Friction Basic Rollercoaster Physics. Fahrenheit Rollercoaster, Hershey, PA max height = 121 ft max speed = 58 mph
A Tale o Frcton Basc Rollercoaster Physcs Fahrenhet Rollercoaster, Hershey, PA max heght = 11 t max speed = 58 mph PLAY PLAY PLAY PLAY Rotatonal Movement Knematcs Smlar to how lnear velocty s dened, angular
More informationLinear Approximation with Regularization and Moving Least Squares
Lnear Approxmaton wth Regularzaton and Movng Least Squares Igor Grešovn May 007 Revson 4.6 (Revson : March 004). 5 4 3 0.5 3 3.5 4 Contents: Lnear Fttng...4. Weghted Least Squares n Functon Approxmaton...
More informationEndogenous timing in a mixed oligopoly consisting of a single public firm and foreign competitors. Abstract
Endogenous tmng n a mxed olgopoly consstng o a sngle publc rm and oregn compettors Yuanzhu Lu Chna Economcs and Management Academy, Central Unversty o Fnance and Economcs Abstract We nvestgate endogenous
More informationPHYS 1443 Section 004 Lecture #12 Thursday, Oct. 2, 2014
PHYS 1443 Secton 004 Lecture #1 Thursday, Oct., 014 Work-Knetc Energy Theorem Work under rcton Potental Energy and the Conservatve Force Gravtatonal Potental Energy Elastc Potental Energy Conservaton o
More informationUsing Travel Times in Reactive Transport
Zentrum für Angewandte Geowssenshaften (ZAG) Hydrogeologe Usng Travel Tmes n Reatve Transport ENIGMA Summer Shool 2018 June 30, 2018, Cargèse Olaf A. Crpka Zentrum für Angewandte Geowssenshaften (ZAG)
More informationOn Adaptive Control of Simulated Moving Bed Plants. Plants Using Comsol s Simulink Interface. Speaker: Marco Fütterer
daptve Smulated Movng ed Plants Usng Comsol s Smulnk Interfae Speaker: Maro Fütterer Insttut für utomatserungstehnk Otto-von-Guerke Unverstät Unverstätsplatz, D-39106 Magdeburg Germany e-mal: maro.fuetterer@ovgu.de
More informationAvailable online at ScienceDirect. Energy Procedia 70 (2015 )
Avalable onlne at www.senedret.om SeneDret Energy Proeda 70 015 371 378 Internatonal Conerene on Solar Heatng and Coolng or Buldngs and Industry, SHC 014 The eet o measurement unertanty and envronment
More informationcan be decomposed into r augmenting cycles and the sum of the costs of these cycles equals, c . But since is optimum, we must have c
Ameran Internatonal Journal of Researh n Sene, Tehnology, Engneerng & Mathemats Avalable onlne at http://www.asr.net ISSN (Prnt): 8-9, ISSN (Onlne): 8-8, ISSN (CD-ROM): 8-69 AIJRSTEM s a refereed, ndexed,
More informationSome Results on the Counterfeit Coins Problem. Li An-Ping. Beijing , P.R.China Abstract
Some Results on the Counterfet Cons Problem L An-Png Bejng 100085, P.R.Chna apl0001@sna.om Abstrat We wll present some results on the ounterfet ons problem n the ase of mult-sets. Keywords: ombnatoral
More informationChapter 12. Ordinary Differential Equation Boundary Value (BV) Problems
Chapter. Ordnar Dfferental Equaton Boundar Value (BV) Problems In ths chapter we wll learn how to solve ODE boundar value problem. BV ODE s usuall gven wth x beng the ndependent space varable. p( x) q(
More informationJournal of Engineering and Applied Sciences. Ultraspherical Integration Method for Solving Beam Bending Boundary Value Problem
Journal of Engneerng and Appled Senes Volue: Edton: Year: 4 Pages: 7 4 Ultraspheral Integraton Method for Solvng Bea Bendng Boundary Value Proble M El-Kady Matheats Departent Faulty of Sene Helwan UnverstyEgypt
More informationis the calculated value of the dependent variable at point i. The best parameters have values that minimize the squares of the errors
Multple Lnear and Polynomal Regresson wth Statstcal Analyss Gven a set of data of measured (or observed) values of a dependent varable: y versus n ndependent varables x 1, x, x n, multple lnear regresson
More information1 Matrix representations of canonical matrices
1 Matrx representatons of canoncal matrces 2-d rotaton around the orgn: ( ) cos θ sn θ R 0 = sn θ cos θ 3-d rotaton around the x-axs: R x = 1 0 0 0 cos θ sn θ 0 sn θ cos θ 3-d rotaton around the y-axs:
More informationChapter 13: Multiple Regression
Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to
More informationInductance Calculation for Conductors of Arbitrary Shape
CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors
More informationAnalyzing Packer's Deformation of Tubular for Unsetting Process in HTHP Wells under Variable (T, P) Fields
Send Orders of Reprnts at reprnts@benthamsene.org The Open etroleum Engneerng Journal,, 5, 9-7 9 Open Aess Analyng aker's Deformaton of Tubular for Unsettng roess n HTH Wells under Varable (T, ) elds Yunqang
More informationSolution of Linear System of Equations and Matrix Inversion Gauss Seidel Iteration Method
Soluton of Lnear System of Equatons and Matr Inverson Gauss Sedel Iteraton Method It s another well-known teratve method for solvng a system of lnear equatons of the form a + a22 + + ann = b a2 + a222
More informationAbsorbing Markov Chain Models to Determine Optimum Process Target Levels in Production Systems with Rework and Scrapping
Archve o SID Journal o Industral Engneerng 6(00) -6 Absorbng Markov Chan Models to Determne Optmum Process Target evels n Producton Systems wth Rework and Scrappng Mohammad Saber Fallah Nezhad a, Seyed
More informationStatistical Analysis of Environmental Data - Academic Year Prof. Fernando Sansò CLUSTER ANALYSIS
Statstal Analyss o Envronmental Data - Aadem Year 008-009 Pro. Fernando Sansò EXERCISES - PAR CLUSER ANALYSIS Supervsed Unsupervsed Determnst Stohast Determnst Stohast Dsrmnant Analyss Bayesan Herarhal
More informationScientific Research of the Institute of Mathematics and Computer Science 1(11) 2012, 23-30
Please te ts artle as: Grażyna Kałuża, Te numeral soluton of te transent eat onduton roblem usng te latte Boltzmann metod, Sentf Resear of te Insttute of Matemats and Comuter Sene,, Volume, Issue, ages
More informationJSM Survey Research Methods Section. Is it MAR or NMAR? Michail Sverchkov
JSM 2013 - Survey Researh Methods Seton Is t MAR or NMAR? Mhal Sverhkov Bureau of Labor Statsts 2 Massahusetts Avenue, NE, Sute 1950, Washngton, DC. 20212, Sverhkov.Mhael@bls.gov Abstrat Most methods that
More informationCHARACTERISTICS OF COMPLEX SEPARATION SCHEMES AND AN ERROR OF SEPARATION PRODUCTS OUTPUT DETERMINATION
Górnctwo Geonżynera Rok 0 Zeszyt / 006 Igor Konstantnovch Mladetskj * Petr Ivanovch Plov * Ekaterna Nkolaevna Kobets * Tasya Igorevna Markova * CHARACTERISTICS OF COMPLEX SEPARATION SCHEMES AND AN ERROR
More informationCS 331 DESIGN AND ANALYSIS OF ALGORITHMS DYNAMIC PROGRAMMING. Dr. Daisy Tang
CS DESIGN ND NLYSIS OF LGORITHMS DYNMIC PROGRMMING Dr. Dasy Tang Dynamc Programmng Idea: Problems can be dvded nto stages Soluton s a sequence o decsons and the decson at the current stage s based on the
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 information