Thermochemistry study of internal combustion engine
|
|
- Daniel Warren
- 5 years ago
- Views:
Transcription
1 Avalable onlne a Energy Proceda 18 (2012 ) Conference Tle Thermochemsry sudy of nernal combuson engne Feh BOURAS*, Azeddne SOUDANI and Mohamed SI AMEUR a Unversy of HL-Bana, BATNA- Algera. Absrac The majory of aerospace engnes such as urboreacor and rocke engnes work due o he process of combuson, whch s also responsble for he formaon of harmful and polluans chemcal speces n he envronmen. The progress n engne echnology asks consrucors o respec he envronmenal regulaons; hs s requred o develop ecologcal and cleaner engnes. Our nvesgaon was based on a confguraon of cylndrcal combuson chamber smlar o he urboreacor, usng he njecon of mehane and ar wh dfferen nle velocy, n order o calculae he emperaure feld and esmae he mass fracon of carbon monode (CO) a dfferen regon of he burner, usng he soluon of aerohermochemsry equaons. The valdaon s based on epermenal daa of C.P. Davd (Sanford-USA. 2001). * Correspondng auhor. Tel.: ; fa: E-mal address: f.bouras@homal.fr Publshed by Elsever by Elsever Ld. Selecon Ld. Selecon and/or peer and/or revew peer-revew under responsbly under of responsbly The TerraGreen of Socey. [name organzer] Open access under CC BY-NC-ND lcense. Keywords Combuson; Turbulence; Large eddy smulaon (LES); Probably densy funcon (PDF). Nomenclaure Roman Symbols C n p P( ) r progress varable Boundary-normal coordnae Pressure Probably densy funcon Radal coordnae Tme Publshed by Elsever Ld. Selecon and/or peer revew under responsbly of The TerraGreen Socey. Open access under CC BY-NC-ND lcense. do: /j.egypro
2 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) T u y Z Temperaure Velocy componen Spaal coordnae Mass fracon of speces Mure fracon Greek Symbols Kronecker dela Thermal conducvy Molecular vscosy; Dsrbuon mean Knemacs vscosy Mass densy Vscous sress ensor Abbrevaon LES PDF WALE Large eddy smulaon Probably Densy Funcon Wall Adapng Local Eddy Vscosy. Inroducon Advancemen of scence has helped o develop many doman of lfe, whch helped o creae he condons of human comfor. Ths shows clearly ha he machne replaced human n agrculure and ndusry. The man resul of hs advancemen s an abundan producon wh less effor n less me. As well as he means of ransporaon helped o ranspor for ndvduals and goods n a less me n erms of comfor and away from danger. Wh all hese advanages for he humany, can ha assure a clean envronmen? The polluon has begun snce cenures; he developmen of amalgamaon process no ndusral operaon n 1551 smulaed he massve producon of slver n he New World bu lef behnd an unprecedened quany of mercury polluon. The annual loss of mercury n he slver mnes of Spansh Amerca averaged 612 onnes/year beween 1580 and Appromaely 90% of he mercury consumed o he envronmen due o he producon of precous meals n he Amercas oaled onnes. Appromaely 60-65% of he mercury los s beleved o have been released o he amosphere, suggesng ha gold and slver mnes were a domnan source of amospherc mercury polluon. Because of s hgh volaly, any deposed mercury can readly be re-emed o he amosphere [1]. The polluon doesn' only ouch he envronmen where humans lve, bu can arrve o he sea and ocean. J.G.B. Derrak dscussed he polluon of he marne envronmen and also some of he ways o mgae he problem. The deleerous effecs of plasc and meal debrs on he marne envronmen were revewed by brngng ogeher mos of he leraure publshed so far on he opc. A
3 1088 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) large number of marne speces s known o be harmed and/or klled by plasc and meal debrs [2, 3], whch could jeopardze her survval, especally snce many are already endangered by oher forms of anhropogenc acves. Marne anmals are mosly affeced hrough enanglemen n and ngeson of plasc ler. Oher less known hreas nclude he use of plasc and meal debrs by nvader speces and he absorpon of polychlornaed bphenyls from ngesed plascs. Less conspcuous forms, such as plasc pelles and scrubbers are also hazardous. S.E Aknson and D.H Lews (1974) have nvesgaed n he lnear programmng models purpor o mnmze he coss of emsson conrol o acheve amben ar qualy sandards. Many of he smulaons ncorporae he smplfyng assumpon ha mprovemens n amben ar qualy are proporonal o reducons n regonal emssons [4]. Ths approach mnmzes he cos of mass emsson reducon, bu no he cos o acheve a prescrbed amben ar qualy. The coss of hs emssons leas-cos sraegy are compared o an amben leas-cos sraegy whch does acheve prescrbed amben ar qualy a mnmum cos. The cos savng acheved by hs sraegy relave o he emssons leas-cos sraegy s as much as 50%. In addon, boh are compared o sraegy ypcal of hose currenly used by he saes, whch found o be as much as en mes as epensve as he amben leas-cos sraegy. Progress n engne echnology provdes powerful engnes bu wh emsson of harmful speces (CO, N2O and NO). In he 80s M. Kavanaugh neresed on he emssons of CO, N 2 O and NO from combuson and were esmaed usng a common se of demographc, economc and regulaory assumpons [4,5]. The esmaes represen a sum of emssons from s large geographcal regons n whch energy usage was predced usng an economc forecasng model. Analyss was performed for 1960, 1975, 2000 and Fuure global CO emssons from combuson are lkely o decrease because of regulaon n he developed naons and fuel-swchng n he developng naons. Fuure global N 2 O and NO combuson emssons are lkely o ncrease unless here s new regulaon [5-7]. A. Abu-Jra e al. (2007) deal wh he reducon of NO and parculae maer emssons whle mananng effcen combuson performance s one of he man drvers for nernal combuson engne research. Modern desel and premed charge compresson gnon engnes have mproved engne fuel economy and sgnfcanly reduced NO and emssons acheved by advances n boh combuson and ehaus afer reamen echnologes [8]. To dae, has been shown ha vehcle emssons can be furher mproved by several caalyc sysems ncludng fuel reformers (.e. paral odaon, auohermal, and ehaus gas reformng) and afer reamen sysems, such as he selecve caalyc reducon of NO under oygen-rch condons. Among he mos promsng on-board reformng echnologes s he ehaus-gas reformng, whch allows he fuel/ar feed o he engne o be enrched wh reformae conanng H 2 and CO. Ths mehod s a combnaon of reformng and ehaus-gas recrculaon [4-8]. In 2002, he European research projec called MOLECULES (MOdellng of Low Emssons Combusors Usng Large Eddy Smulaons) was launched. The man objecve of hs projec s he conrol of combuson ar and fuel whch has a val capacy n he developmen of new
4 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) propulson sysems and he susanably of s busness [9, 10]. One of he challenges facng oday's avaon ndusry o suppor he developmen of ar ranspor s o reduce he mpac of polluan speces on he envronmen and hs, boh n erms of nose polluon n areas arpor han o he release of chemcal speces pollung frs and foremos found nrogen odes (NO) and gases nvolved n global warmng, such as carbon odes CO and CO2. Emsson reducon of polluan speces from 50 o 25 % and forcng moorss o offer ever more nnovave soluons, snce he only reducon n specfc fuel consumpon due o he connuous mprovemen of curren sysems s nsuffcen o acheve he objecves. Among he new echnologes ha are already n operaon nclude he combuson chamber wh wo heads (Double Annular Combusor DAC) (A320 CFM56-5B and CFM56-7B B737) proposed snce 1995 by CFMInernaonal (CFMI) and ha can lead reducons n NO emssons up o 40% n some confguraons. One of he grea dffcules encounered n he developmen of hese sysems s o acheve he desred reducons n polluon regardless of he curren engne speed and hus o acheve precse conrol a all engne speeds. Ths nvolves n parcular by mprovng njecon sysems (e.g. Twn-Annular Pre-Swrl by CFMI) o opmze he spray and he vaporzaon of kerosene and s mure wh ar, o burn as much as possble n Lean Premed Prevaporzed (LPP), whch s one of he conceps used for he developmen of fuure combuson chambers called LPP [9, 10]. C. D. Perce (2002) focused hs work n he developmen of a large eddy smulaon based predcon mehodology for urbulen reacng flows wh prncpal applcaon o gas urbne combusors. I s n he gas urbne ndusry where accurae, hgh fdely predcon mehods for urbulen combuson are desperaely needed for he desgn of ne generaon, low emssons combusors. Curren pracce n he ndusry reles heavly on mehod calculaons, backed up by epensve physcal esng. The rend n he ndusry and n engneerng n general, s owards shorer desgn cycles hrough ncreased relance on numercal predcon. Mahemac models for urbulen combuson do no appear capable of meeng he needs of ndusry n hs regard, and he ndusry s begnnng o look owards more sophscaed predcon ools ha can ake advanage of new compuaonal capables. In hs fac, he advance of compuer echnology ha s he drvng force behnd ncreasng epecaons for compuaonal flud dynamcs and he man movaon for hs sudy [11,12]. Combuson s a very comple phenomenon and used wdely n our lves and n he ndusry, bu s he source of he polluan speces. The dffcul o measure he characersc parameers n all regons of he burner and gven he lmaon n he epermenal measuremen, we choose he smulaon usng new couplng models LES/PDF o esmae he felds of emperaure and mass fracon of carbon monode (CO). Followng of he work of F. Bouras e al.[12] we connue he hermochemsry par n hs paper, usng a confguraon smlar o a combuson chamber of a gas urbne, njec CH 4 /Ar n cylndrcal burner, he resuls wll be valdaed by epermenal resuls [11].
5 1090 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) I. Epermenal confguraon and compuaonal doman The epermenal reference case used for he valdaon of he resuls of he presen smulaon s depced n Fg.1. The coaal je combusor confguraon was he focus of numerous epermenal nvesgaons because of boh s relavely smple geomery and s represenavely o he gas urbne burner. The combuson s a cylndrcal of ray R4= and L=1m n lengh. The burner s suppled by wo coaal jes. The cenral one havng he nernal ray R1= m and eernal R2= m, njecs he mehane wh velocy and emperaure respecvely V1=0.985 m/s and T1= 300 K. The annular one havng nernal ray R3= m, njecs he ar, wh hgher velocy V2=20.63 m/s and preheaed a emperaure T2=750K. The combuson chamber s pressurzed o 3.8 am and has consan emperaure wall of T wall =500K [11,12]. Fg 1. Schemac of he coaal je combusor epermen. II. Governng equaon Our sudy, concerns he behavour of a non-premed urbulen mehane flame n hree dmensons usng numercal smulaon. The equaons governng gaseous combuson are summarzed below. The flered governng equaons n LES for compressble flow can be wren n Caresan coordnaes for a mure of deal gases as [10-12]: Connuy: ( u~ ) 0 Momenum: u~ ( u~ u~ ) j [ ( u u j u~ u~ )] Mure fracon ) ~ Z ( u Z ~ ) ( D j ~ Z p j (1) (2) (3)
6 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) Progress varable Thermodynamc sae c~ ( u~ c~ ) Where: =1, 2, 3 and j=1, 2, 3 p ~ RmT c.( D c~ ) c (4) (5) The majory of he subgrd models are based on he assumpon of Boussnesq whch presen he ensor of he unsolved consrans o he ensor velocy of deformaon S ~ by he nermedary of a urbulen vscosy. The small scales nfluence he large scales va he subgrd-scale sress [10-12]: ~ 1 2 S kll (6) 3 Where k ll s he subgrd knec energy. The flered sran rae ensor s defned by [10-12]: u~ ~ 1 u~ j 1 S u~ ll (7) 2 3 j We seleced he WALE (Wall-Adapng Local Eddy-Vscosy) eddy vscosy model from Ncoud and Ducros [10,12] o represen he eddy vscosy erm n Eq8. The man dea of hs model s o recover he proper behavor of he eddy vscosy near he wall n case of wall-bounded flows, whle preservng neresng properes such as he capacy o provde no eddy-vscosy n case of vanshng urbulence (propery requred for he ranson from lamnar o urbulen saes). The major neres of hs model frs reles on he fac ha needs no nformaon abou he drecon and dsance from he wall (avodng he use of any dampng funcon) hus beng really suable for unsrucured grds, where evaluang a dsance o he wall s precarous. The resdual sress ensor of he WALE eddy vscosy model can be found as [10,12]: And Where s ( s s ) C (8) d d 3 / / 2 5 / 4 ( ~ ( w ) ~ d d s s ) ( s s ) d ( g ~ g~ j ) g~ kk 1 2 g~ Cw: WALE model consan (Cw =0.49). The s he spaal fler wdh, whch s generally relaed o he grd sze of he resolved feld. When Favre flerng s used for he scalar varables, s more approprae o evaluae flered quanes usng he jon Favre PDF of he subgrd scalar flucuaons. Favre-flered quanes would be evaluaed usng [11,12], ~ 1 ~ (11) y Z 0 u~ y( Z) P( Z) dz j 3 (9) (10)
7 1092 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) In hs work, he probably densy funcon (PDF) mehodology s employed as a subgrd scale (SGS) closure n LES of urbulen non-premed Mehane/Ar flames. The jon probably densy funcon of he SGS scalars s deermned va he soluon of s modelled ranspor equaon. III. Resuls and dscusson Smulaon s performed under he same epermenal condons, usng he couplng models LES/ PDF. The parameers ha are used o valdae he smulaon are he emperaure and mass fracon of carbon monode, were compared wh epermenal daa, consderng R R 3. III.1. Temperaure Dsrbuon of he emperaure feld s shown n Fg.2. Comparson of predced emperaure profles wh epermenal daa s shown n Fg. 3. Temperaure s a quany ha s derved from he mure fracon and progress varable by assumng sohermal walls and neglecng hermal radaon. Where hese assumpons are vald, he emperaure can be epeced o behave very smlarly o produc mass fracon, bu where he assumpons breakdown, an overpredcon of emperaure s epeced. Therefore, f produc mass fracon predcons are n good agreemen wh epermenal daa, dscrepances beween predced and measured emperaure profles mus be due o he breakdown of hese assumpons or o epermenal error, whch owng o dfferences n measuremen echnque beween speces concenraons and emperaure can be sgnfcan. One of he nvesgaors nvolved wh he epermen has saed ha he emperaure daa have been measured usng a raher large, nvasve, and dynamcally unresponsve hermocouple probe, are n fac subjec o consderable epermenal uncerany, especally n regons wh large emperaure flucuaons [11]. I could also be he case n whch hermal radaon s nonneglgble n some regons of he flow, parcularly n fuelrch, slow movng regons where soo formaon s lkely and resdence mes are long enough for radave effecs o accumulae. I s also mporan o noe ha he aal measuremen saons used for emperaure are dfferen from hose used for speces concenraons. Snce he epermen had sohermal, waer-cooled walls a roughly 500K, hermal boundary layers would be epeced o develop, affecng he emperaure close o he wall (Fg. 3). The annular ar sream (a 750K) ends o creae an nsulang sheah beween he ho combuson producs and he wall, alhough appears ha he flame n Fg. 2 does occasonally brush up agans he wall. These facors should accoun for he good agreemen of he seleced model.
8 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) Fg.2 Dsrbuon of he emperaure n he burner /R=4,52 /R=5, T(K) 1200 LES/PDF EXP T(k) 1200 LES/PDF EXP ,0 0,2 0,4 0,6 0,8 1,0 1,2 r/r 0,0 0,2 0,4 0,6 0,8 1,0 1,2 r/r Fg. 3 Radal profles of emperaure. III.2. Carbon Monode The mprovemen s o consder ow new varable (he mure fracon and he progress varable) whou need o use Arrhenus equaon, n order o esmae producon or consumpon of each speces consdered n he reacon. Fg. 4 presens he CO mass fracon dsrbuon n he burner, and shows ha CO s more found n he cener of he burner a he fuel-rch regon (he njecor of CH 4 ). In addon Fg.5 shows he resuls of he smulaon compared o he epermenally predc values of CO mass fracon. The resuls obaned of he smulaon clearly show good agreemen wh epermen daa n ow saons (Fg.5). Carbon monode s a sgnfcan speces n he fuel-rch neror regon of he flame, because dsspaon raes are low n hs regon, whch have low emperaures and hgh concenraons of CO n fuel-rch mures (Fg.5). Ths par s mapped by he presen smulaon, so ha such hgh CO chemcal saes can be accessed relavely, regardng prevous sudy usng he same confguraon, for more deal see [11].
9 1094 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) Fg.4 Dsrbuon of he carbon monode n he burner. 0,5 0,5 y CO 0,4 0,3 0,2 LES/PDF EXP /R=3,16 y CO 0,4 0,3 0,2 LES/PDF EXP /R=3,84 0,1 0,1 0,0 0,0 0,2 0,4 0,6 0,8 1,0 1,2 r/r 0,0 0,0 0,2 0,4 0,6 0,8 1,0 1,2 r/r Fg. 5 Radal profles of CO mass fracon. IV. Concluson The relaonshp beween ndusral polluon and economc developmen creaed he challenges facng he ndusry oday on supporng he developmen of moor ranspor s o reduce he mpac of harmful gases and producs on he envronmen and hs, boh n erms of nose polluon n arpor zones o ha of rejecon of chemcal speces pollung frs and foremos found nrogen odes (NO) and gases nvolved n global warmng, such as carbon odes CO and CO2. Emsson reducons of polluan speces from 25 o 50% and he agenda and forcng moorss o offer ever more nnovave soluons, snce he only reducon n specfc fuel consumpon due o he connuous mprovemen of curren sysems s nsuffcen o acheve he objecves. In hs paper, we have used new models n order o esmae he dsrbuon of he emperaure feld and Carbone monode (CO) n combuson chamber, usng he flered governng equaons for gaseous combuson, basng on he epermenal daa for he valdaon. Fnally, he followng concluson may be drawn from our nvesgaon:
10 Feh Bouras e al. / Energy Proceda 18 ( 2012 ) LES/PDF s a modelng echnque ha offers much poenal for sudes where he resoluons of flow deals are mporan lke deecon of he morphology of flow (flame holder, recalculang regon), The predced of coupled models LES/PDF resul shows a good agreemen wh he epermenal daa, and also gave resuls of somewha quanavely and qualavely sasfacory and hey may gve some nformaon for dfferen physcal parameers (velocy, pressure...) and oher chemcal speces (CO2, OH, H2O, C(s) ) for he mean aal velocy, he poson of peak velocy and urbulen nensy. The advanage of he ulzaon of PDF s o evaluae he mean of scalar parameers and o negrae he mure fracon n order o predc dfferen speces mass fracon whou usng Arrhenus s law. Resuls obaned n hs work allow us o eplo hem drecly n oher domans: Eergy analyss, envronmen. References [1] Nragu, J.: Mercury polluon from he pas mnng ogf gold and slver n he Amercas. The scence of he oal envronmen. 149, (1994). [2] Derrak, J.G.B.: The polluon of he marne envronmen by plasc debrs: a revew. Marne Polluon Bullen. 44, (2002). [3] Rubo, B., Nombela M. A. and Vlas F.: Geochemsry of Major and Trace Elemens n Sedmens of he Ra de Vgo (NW Span): an Assessmen of Meal Polluon. Marne Polluon Bullen. 40, (2000). [4] Aknson, S.E. and Lews, D.H.: A Cos-Effecveness Analyss of Alernave Ar Qualy Conrol Sraeges. Journal of envronmenal economcs and managemen. 1, (1974). [5] Kavanaugh, M.: Esmaes of fuure co, N 2 O and NO emssons from energy combuson. Amospherc envronmen. 21, (1987). [6] Wang, L., Haworh, D.C., Turns, S.R. and Modes, M.F.: Ineracons among soo, hermal radaon, and NO emssons n oygen-enrched urbulen nonpremed flames: a compuaonal flud dynamcs modelng sudy. Combuson and Flame. 141, (2005). [7] Guo, H. and Smallwood, G. J.: The neracon beween soo and NO formaon n a lamnar asymmerc coflow ehylene/ar dffuson flame. Combuson and Flame. 149, (2007). [8] Abu-Jra,A and Tsolaks., A.: The nfluence of H 2 and CO on desel engne combuson characerscs, ehaus gas emssons, and afer reamen selecve caalyc NO reducon. Inernaonal Journal of Hydrogen Energy.32, (2007). [9] Nguyen, P.D., Bruel, P. and Rechsad, S.: An Epermenal Daabase for Benchmarkng Smulaons of Turbulen Premed Reacng Flows: Lean Encon Lms and Velocy Feld Measuremens n a Dump Combusor. Flow, Turbulence and Combuson. 82, (2009). [10] Bouras, F and Soudan, A.: Impac of he equvalence rao and he mass flow rae on urbulen lean premed prevaporzed combuson. Energy Proceda. 6, (2011). [11] Perce, C. D. and Mon, P.: Progress-varable approach for large-eddy smulaon of non-premed urbulen combuson. Journal of Flud Mechancs. 504, (2004). [12] Bouras, F., Soudan,A. and S Ameur, M.: Bea-pdf approach for large-eddy smulaon of nonpremed urbulen combuson. Inernaonal Revew of Mechancal Engneerng. 4, (2010).
Multi-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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 informationNumerical 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 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 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 informationIncluding the ordinary differential of distance with time as velocity makes a system of ordinary differential equations.
Soluons o Ordnary Derenal Equaons An ordnary derenal equaon has only one ndependen varable. A sysem o ordnary derenal equaons consss o several derenal equaons each wh he same ndependen varable. An eample
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 informationReactive Methods to Solve the Berth AllocationProblem with Stochastic Arrival and Handling Times
Reacve Mehods o Solve he Berh AllocaonProblem wh Sochasc Arrval and Handlng Tmes Nsh Umang* Mchel Berlare* * TRANSP-OR, Ecole Polyechnque Fédérale de Lausanne Frs Workshop on Large Scale Opmzaon November
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 informationNational Exams December 2015 NOTES: 04-BS-13, Biology. 3 hours duration
Naonal Exams December 205 04-BS-3 Bology 3 hours duraon NOTES: f doub exss as o he nerpreaon of any queson he canddae s urged o subm wh he answer paper a clear saemen of any assumpons made 2 Ths s a CLOSED
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 informationAnalysis And Evaluation of Econometric Time Series Models: Dynamic Transfer Function Approach
1 Appeared n Proceedng of he 62 h Annual Sesson of he SLAAS (2006) pp 96. Analyss And Evaluaon of Economerc Tme Seres Models: Dynamc Transfer Funcon Approach T.M.J.A.COORAY Deparmen of Mahemacs Unversy
More informationThe Dynamic Programming Models for Inventory Control System with Time-varying Demand
The Dynamc Programmng Models for Invenory Conrol Sysem wh Tme-varyng Demand Truong Hong Trnh (Correspondng auhor) The Unversy of Danang, Unversy of Economcs, Venam Tel: 84-236-352-5459 E-mal: rnh.h@due.edu.vn
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 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 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 informationTime-interval analysis of β decay. V. Horvat and J. C. Hardy
Tme-nerval analyss of β decay V. Horva and J. C. Hardy Work on he even analyss of β decay [1] connued and resuled n he developmen of a novel mehod of bea-decay me-nerval analyss ha produces hghly accurae
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 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 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 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 informationOptimal environmental charges under imperfect compliance
ISSN 1 746-7233, England, UK World Journal of Modellng and Smulaon Vol. 4 (28) No. 2, pp. 131-139 Opmal envronmenal charges under mperfec complance Dajn Lu 1, Ya Wang 2 Tazhou Insue of Scence and Technology,
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 informationNATIONAL UNIVERSITY OF SINGAPORE PC5202 ADVANCED STATISTICAL MECHANICS. (Semester II: AY ) Time Allowed: 2 Hours
NATONAL UNVERSTY OF SNGAPORE PC5 ADVANCED STATSTCAL MECHANCS (Semeser : AY 1-13) Tme Allowed: Hours NSTRUCTONS TO CANDDATES 1. Ths examnaon paper conans 5 quesons and comprses 4 prned pages.. Answer all
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 informationCS286.2 Lecture 14: Quantum de Finetti Theorems II
CS286.2 Lecure 14: Quanum de Fne Theorems II Scrbe: Mara Okounkova 1 Saemen of he heorem Recall he las saemen of he quanum de Fne heorem from he prevous lecure. Theorem 1 Quanum de Fne). Le ρ Dens C 2
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 informationModeling and Solving of Multi-Product Inventory Lot-Sizing with Supplier Selection under Quantity Discounts
nernaonal ournal of Appled Engneerng Research SSN 0973-4562 Volume 13, Number 10 (2018) pp. 8708-8713 Modelng and Solvng of Mul-Produc nvenory Lo-Szng wh Suppler Selecon under Quany Dscouns Naapa anchanaruangrong
More information5th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2015)
5h Inernaonal onference on Advanced Desgn and Manufacurng Engneerng (IADME 5 The Falure Rae Expermenal Sudy of Specal N Machne Tool hunshan He, a, *, La Pan,b and Bng Hu 3,c,,3 ollege of Mechancal and
More informationEEL 6266 Power System Operation and Control. Chapter 5 Unit Commitment
EEL 6266 Power Sysem Operaon and Conrol Chaper 5 Un Commmen Dynamc programmng chef advanage over enumeraon schemes s he reducon n he dmensonaly of he problem n a src prory order scheme, here are only N
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 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 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 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 informationNumerical Simulation on Supersonic Turbulent Flow past Backward Facing Rounded Step Utilizing Hybrid RANS-LES
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
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 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 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 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 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 informationPolitical Economy of Institutions and Development: Problem Set 2 Due Date: Thursday, March 15, 2019.
Polcal Economy of Insuons and Developmen: 14.773 Problem Se 2 Due Dae: Thursday, March 15, 2019. Please answer Quesons 1, 2 and 3. Queson 1 Consder an nfne-horzon dynamc game beween wo groups, an ele and
More informationUNIVERSITAT AUTÒNOMA DE BARCELONA MARCH 2017 EXAMINATION
INTERNATIONAL TRADE T. J. KEHOE UNIVERSITAT AUTÒNOMA DE BARCELONA MARCH 27 EXAMINATION Please answer wo of he hree quesons. You can consul class noes, workng papers, and arcles whle you are workng on he
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 informationThe Analysis of the Thickness-predictive Model Based on the SVM Xiu-ming Zhao1,a,Yan Wang2,band Zhimin Bi3,c
h Naonal Conference on Elecrcal, Elecroncs and Compuer Engneerng (NCEECE The Analyss of he Thcknesspredcve Model Based on he SVM Xumng Zhao,a,Yan Wang,band Zhmn B,c School of Conrol Scence and Engneerng,
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 informationFall 2010 Graduate Course on Dynamic Learning
Fall 200 Graduae Course on Dynamc Learnng Chaper 4: Parcle Flers Sepember 27, 200 Byoung-Tak Zhang School of Compuer Scence and Engneerng & Cognve Scence and Bran Scence Programs Seoul aonal Unversy hp://b.snu.ac.kr/~bzhang/
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 informationOrdinary Differential Equations in Neuroscience with Matlab examples. Aim 1- Gain understanding of how to set up and solve ODE s
Ordnary Dfferenal Equaons n Neuroscence wh Malab eamples. Am - Gan undersandng of how o se up and solve ODE s Am Undersand how o se up an solve a smple eample of he Hebb rule n D Our goal a end of class
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 informationGraduate Macroeconomics 2 Problem set 5. - Solutions
Graduae Macroeconomcs 2 Problem se. - Soluons Queson 1 To answer hs queson we need he frms frs order condons and he equaon ha deermnes he number of frms n equlbrum. The frms frs order condons are: F K
More informationSupporting Information: The integrated Global Temperature change Potential (igtp) and relationships between emission metrics
2 3 4 5 6 7 8 9 Supporng Informaon: Te negraed Global Temperaure cange Poenal (GTP) and relaonsps beween emsson mercs Glen P. Peers *, Borgar Aamaas, Tere Bernsen,2, Jan S. Fuglesved Cener for Inernaonal
More informationSampling Procedure of the Sum of two Binary Markov Process Realizations
Samplng Procedure of he Sum of wo Bnary Markov Process Realzaons YURY GORITSKIY Dep. of Mahemacal Modelng of Moscow Power Insue (Techncal Unversy), Moscow, RUSSIA, E-mal: gorsky@yandex.ru VLADIMIR KAZAKOV
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 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 informationCFD modeling of precipitation of nanoparticles in Confined Impinging Jet Reactors
Comuaonal Flud Dynamcs n Chemcal Reacon Engneerng Conference, 9-4 June 005, Barga, Ialy CFD modelng of recaon of nanoarcles n Confned Imngng Je Reacors Y. S. de Gelcour, D. L. Marchso, A. A. Barres, M.
More informationTranscription: Messenger RNA, mrna, is produced and transported to Ribosomes
Quanave Cenral Dogma I Reference hp//book.bonumbers.org Inaon ranscrpon RNA polymerase and ranscrpon Facor (F) s bnds o promoer regon of DNA ranscrpon Meenger RNA, mrna, s produced and ranspored o Rbosomes
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 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 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 informationMANY real-world applications (e.g. production
Barebones Parcle Swarm for Ineger Programmng Problems Mahamed G. H. Omran, Andres Engelbrech and Ayed Salman Absrac The performance of wo recen varans of Parcle Swarm Opmzaon (PSO) when appled o Ineger
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 informationForecasting customer behaviour in a multi-service financial organisation: a profitability perspective
Forecasng cusomer behavour n a mul-servce fnancal organsaon: a profably perspecve A. Audzeyeva, Unversy of Leeds & Naonal Ausrala Group Europe, UK B. Summers, Unversy of Leeds, UK K.R. Schenk-Hoppé, Unversy
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 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 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 information10. A.C CIRCUITS. Theoretically current grows to maximum value after infinite time. But practically it grows to maximum after 5τ. Decay of current :
. A. IUITS Synopss : GOWTH OF UNT IN IUIT : d. When swch S s closed a =; = d. A me, curren = e 3. The consan / has dmensons of me and s called he nducve me consan ( τ ) of he crcu. 4. = τ; =.63, n one
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 information[Link to MIT-Lab 6P.1 goes here.] After completing the lab, fill in the following blanks: Numerical. Simulation s Calculations
Chaper 6: Ordnary Leas Squares Esmaon Procedure he Properes Chaper 6 Oulne Cln s Assgnmen: Assess he Effec of Sudyng on Quz Scores Revew o Regresson Model o Ordnary Leas Squares () Esmaon Procedure o he
More informationStochastic Repair and Replacement with a single repair channel
Sochasc Repar and Replacemen wh a sngle repar channel MOHAMMED A. HAJEEH Techno-Economcs Dvson Kuwa Insue for Scenfc Research P.O. Box 4885; Safa-309, KUWAIT mhajeeh@s.edu.w hp://www.sr.edu.w Absrac: Sysems
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 informationScattering at an Interface: Oblique Incidence
Course Insrucor Dr. Raymond C. Rumpf Offce: A 337 Phone: (915) 747 6958 E Mal: rcrumpf@uep.edu EE 4347 Appled Elecromagnecs Topc 3g Scaerng a an Inerface: Oblque Incdence Scaerng These Oblque noes may
More informationOptimal Operation of the Cyclic Claus Process
17 h European Symposum on Compuer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edors) 7 Elsever B.V. All rghs reserved. 1 Opmal Operaon of he Cyclc Claus Process Assanous Abufares a and Sebasan
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 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 informationMachine Learning Linear Regression
Machne Learnng Lnear Regresson Lesson 3 Lnear Regresson Bascs of Regresson Leas Squares esmaon Polynomal Regresson Bass funcons Regresson model Regularzed Regresson Sascal Regresson Mamum Lkelhood (ML)
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 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 informationSurvival Analysis and Reliability. A Note on the Mean Residual Life Function of a Parallel System
Communcaons n Sascs Theory and Mehods, 34: 475 484, 2005 Copyrgh Taylor & Francs, Inc. ISSN: 0361-0926 prn/1532-415x onlne DOI: 10.1081/STA-200047430 Survval Analyss and Relably A Noe on he Mean Resdual
More informationNotes on the stability of dynamic systems and the use of Eigen Values.
Noes on he sabl of dnamc ssems and he use of Egen Values. Source: Macro II course noes, Dr. Davd Bessler s Tme Seres course noes, zarads (999) Ineremporal Macroeconomcs chaper 4 & Techncal ppend, and Hamlon
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 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 informationAttribute Reduction Algorithm Based on Discernibility Matrix with Algebraic Method GAO Jing1,a, Ma Hui1, Han Zhidong2,b
Inernaonal Indusral Informacs and Compuer Engneerng Conference (IIICEC 05) Arbue educon Algorhm Based on Dscernbly Marx wh Algebrac Mehod GAO Jng,a, Ma Hu, Han Zhdong,b Informaon School, Capal Unversy
More informationLecture 11 SVM cont
Lecure SVM con. 0 008 Wha we have done so far We have esalshed ha we wan o fnd a lnear decson oundary whose margn s he larges We know how o measure he margn of a lnear decson oundary Tha s: he mnmum geomerc
More information