NUMERICAL SIMULATION OF STEADY CURRENT BELOW OFFSHORE PIPELINE NEAR PLANE BOUNDARY
|
|
- Brett McDowell
- 7 years ago
- Views:
Transcription
1 NMERICAL SIMLATION OF STEADY CRRENT BELOW OFFSHORE PIPELINE NEAR PLANE BONDARY Mani Golparvar Fard 1, Abbas Yeganeh-Bahiar and Liang Cheng 3 1 Posgraduae Suden, College of Civil Engineering, Iran niversi of Science and Technolog, Tehran 16844, Iran Hdro-Srucure and Srucure Research Cener, College of Civil Engineering, Iran niversi of Science and Technolog, Tehran 16844, Iran 3 School of Civil and Resource Engineering, The niversi of Wesern Ausralia, Perh, Ausralia eganeh@.ius.ac.ir Absrac: This paper presens a - urbulence model for simulaion of sead curren and is induced vore shedding caused b he presence of an offshore pipeline. Performance of he model around a circular clinder above a wall wih gap o diameer raios of 0.1, 0.35 and 0.5 under differen flow regimes wih Renolds numbers of 1500, 500 and 7000 is sudied. The flow field is compued wih solving he Renolds Averaged Navier-Soes equaions (RANS); he seabed under pipeline is reaed as a plane boundar wih no-slip boundar condiion on pipe surface. The governing equaions are solved using Finie olume Mehod in a Caresian coordinae ssem. Based on he numerical soluions, he flow field, vore shedding and disribuion of shear sress due o he presence of he pipeline near seabed are sudied. In addiion he mechanism of vore shedding wih differen gap o diameer raios is eamined wih focusing on he effec of vore shedding on bed shear sress. I is found ha he - urbulence model can well predic he flow field and is induced vore shedding around a pipeline; hence i can be easil applied for simulaion of scour below an offshore pipeline. Kewords: Renolds averaged navier soes equaions (RANS), - urbulence model, ore shedding and local scouring. 1. INTRODCTION Offshore pipelines insalled on seabed, have been eensivel used as he criical lins beween offshore fields and sorage unis. These pipelines disurb he flow field and produce imbalance in local sedimen ranspor ha leads o scouring of seabed. As pical cos of offshore pipelines sabilizaion is in order of millions of S dollars per ilomeer in Persian Gulf and Ausralian Wes Shelf; hence, he consequences of pipeline failure, would be ver sever economicall. On he oher hand, he flow field and is induced local scour involve a comple urbulen shear flow, which usuall ineracs wih is surrounding bed forms. Therefore, accurae simulaion of flow field around a pipeline o accoun for hdrodnamics forces is ver essenial. Wih hese obvious significances, local scour and flow below a pipeline have been subjecs of invesigaion over he las hree decades. A series of phsical and numerical sudies (e.g. Kjeldsen e al. [1]; Mao []; Brørs [3]; Sumer and Fredsøe [4, 5, 6], Li and Cheng [7, 8, 9], among ohers) has been done on local scour below a pipeline. In he numerical sudies, i has been found ha using differen flow models have disinguished effecs on he numerical resuls. Mainl wo ind of numerical models for fluid phase in scour predicion below a pipeline have been developed: Former approach is based on he poenial flow heor, (see Li and Cheng [10] and Hansen e al. [11]), while he laer one is based on - urbulence model (See Leeuwesein and Wind [1], Brørs [3] and Li and Cheng [8, 9]). I is eviden ha none of 46 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005
2 he sudies based on he poenial flow models can eplain he genle slope of scour hole formed downsream of a pipeline. This is primaril because he poenial flow model is no able o simulae he vore shedding process associaed wih he flow around a pipeline. The genle slope of scour hole is mainl caused b vore shedding downsream of he pipeline and generaes a flucuaing shear sress field on he seabed. The scouring process downsream of pipeline is hen affeced b he flucuaing shear sress eperienced b seabed. As he poenial flow model is no capable of simulaing his flucuaing sress field; herefore, i canno simulae he downsream par of he scour hole, (see Sumer e al. [4]). Earl numerical eperimens based on he - urbulence model seem o have difficulies wih handling seabed deformaion caused b scouring. For insance Leeuwesein e al. [1] developed a single-phase numerical model based on - urbulence model. In heir numerical par of he invesigaion, he so-called Cloud in Cell (CIC) mehod is emploed o simulae he flow. I is repored ha CIC mehod generall gives good predicion for he gross characerisics of he organized wae, bu he imporan conclusion is drown ha he organized wae behind he pipeline has srong effecs on he profile of scour hole; while, ime-averaged bed shear sress is no a suiable parameer o use in predicing he Lee-wae scour behind a pipeline. Laer on, an Bee and Wind [13] proposed an improved - urbulence model. In his model, he flow field is obained b solving he RANS equaions wih a sandard - model. The comparison of he calculaion resuls wih he eperimenal ones is encouraging. Brørs [14] presened a model ha includes he descripion of fluid flow b a sandard - urbulence model. Flow around a surface mouned clinder is prediced in good agreemen wih he eperimens. However, in scour calculaions he model does no predic periodic vore shedding, even during he laer sages of scour developmen. Li and Cheng [9] developed a numerical model for local scour around pipelines emploing a slighl differen approach. The flow around he pipeline is solved using a Large Edd Simulaion (LES) model. The resuls in predicion of seabed shear sress are more accurae han radiional he - urbulence models. Alhough numerical modeling of flow around an isolaed clinder has been carried ou eensivel, onl a few sudies have considered he flow over a circular clinder near a plane bed. Lee e al. [15] presened a finie difference soluion o D Navier- Soes equaions wih a Smagorins's Subgrid Scale (SGS) urbulence model. In heir sud, qualiaive comparisons show favorable agreemen wih he eperimenal measuremen of Bearman and Zdravovich [16], bu i is found ha he model overpredics he scour downsream a pipeline, possibl because he D-SGS model over predics he ineracions beween he vorices shed from he clinder pipe and seabed. Laer, Lei e al. [17] carried ou a D Direc Numerical Simulaion (DNS) in suding wall effec on flow over a circular clinder for a relaivel low Renolds number; however heir sud does no conain high Renolds number in subcriical flow regimes, which induce periodic vore shedding. The over predicion of ineracions beween he vorices shed from pipeline and seabed in previous numerical models, and he lac of numerical models in suding he wall boundar effec on flow for high Renolds numbers (subcriical regimes of flow) moivaed he curren research. Therefore, o have more accurae suding of flow field around a pipeline near a plane boundar and o predic ineracions among vorices in subcriical regimes of flow, a sandard - urbulence model (Launder and Spalding, [0]) is presened. Flow around a circular Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
3 48 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005 clinder above a wall wih gap o diameer raio of 0.1, 0.35 and 0.5 for differen flow regimes wih Renolds numbers (1500, 500 and 7000) is simulaed and he performance of he sandard - urbulence model is eamined on differen sead curren moions wih differen gap raios.. NMERICAL MODEL.1. Governing Equaions The governing equaions of he fluid flow are implemened wih a vericall wodimensional urbulence model, as follows: 0 = (1) Γ Γ ρ = P 1 () Γ Γ ρ = P 1 (3) = ν ν Γ (4) in which, are mean flow veloci componens in sreamwise () and upward verical () direcion, respecivel; P is pressure; is ime; Г is effecive viscosi; ν is molecular ineic viscosi and ν is he edd viscosi. σ ν ν σ ν ν = r p (5) ( ) σ ν ν σ ν ν = r 1 c p c (6) = ν r p (7) = ν µ C (8) in which is urbulen ineic energ; is dissipaion of urbulen ineic energ; r p is producion of urbulen ineic energ due o shear sress and µ C, σ, σ, 1 C and C are consans for he sandard - urbulence model. Table 1 presens he recommended values for he model consans according o Launder and Spalding [0]. Table1. Consans for he sandard - urbulence model. c µ σ σ c 1 c Compuaional Domain Fig. 1 gives a sech of he compuaional domain. The waer deph is considered equal o 3.5D, which is chosen on he fac ha vore shedding in his case, is no as crucial as ha of he behind an isolaed clinder while he gap raio (e/d) is small. Horizonal disances are se o 10D for he upsream and 0D for he downsream laeral boundaries. These disances are chosen on he basis ha less disance ma cause he ouflow and inflow boundar condiions o highl affeced b boh vore shedding and sream races of he fluid phase. I is nown ha while he gap raio is less han 0.3, vore shedding would be oall suppressed; herefore o have a precise sud of gap raio effecs on vore shedding, differen gap o
4 diameer raio has been used in his sud. Hence he compuaion domain would cover from /D=-10 o /D=0 in he horizonal direcion and from /D=0 o /D=3.5 in he verical direcion. The clinder is placed wih is cener in (, )=(10D, e); while "e" is 0.1D, 0.35D or 0.5D. in which κ is von-kármán consan (=0.41) and * is shear veloci. An addiional assumpion of he local equilibrium beween generaion and dissipaion of urbulen energ is made a he grid poin in he vicini of boom wall, hence and a he firs grid are calculaed b = * C µ ; = κ * p (1) 3. NMERICAL EXPERIMENTS AND DISCSSION: Fig. 1. Sech of flow domain and is boundar condiions..3. Boundar Condiions A he waer surface, a smmeric boundar condiion is applied as follows: = 0, = 0 (9) A solid boundar (i.e. pipe surface), he noslip boundar condiion normal o is surface is emploed: = 0 or = 0 (10) For seabed boundar, he wall funcion is implemened, namel he logarihmic law holds beween solid wall and is adjacen grid poin. On laer sages of scour simulaion, for proper fiing of logarihmic veloci disribuion, he heoreical bed level would be se below he average heigh of he paricles surface, (see Yeganeh e al. [1]). The boundar condiion for sreamwise veloci, a he grid poin (= p ) in he vicini of boom is epressed as: ( p,) p* = ν * ( p,) 1 p * = ln(9.793 ) κ ν * p ν p ν * * > (11) To demonsrae he effec of vore shedding on bed shear sress and is effec on local scour, flow around a circular clinder above a fied plane is simulaed using a sandard - urbulence model. I is apparenl eviden ha he flucuaing shear sress due o vore shedding around a pipe has a e effec in he local scour around i as hrough using phsical model ess, Sumer e al. [4] observed ha he near-bed veloci flucuaes significanl downsream of he model pipe. Therefore, i is suggesed ha he flucuaing seabed shear sress has a phsicall powerful effec on he local scouring downsream of he pipe and consequenl, in his sud, i has been considered for modeling of flow below a pipeline and is induced local scour. When a clinder is locaed near a wall, i is epeced ha vore shedding depends on he Renolds number (Re), he gap raio (e/d) and he characerisics of wall boundar laer. Generall, vore shedding occurs when he Renolds number, Re, based on he clinder diameer (D) and he free-sream veloci () is above 40. For he Renolds numbers up o above 150, he vore shedding flow remains laminar (See Beaudan and Moin [3]). Transiion o hreedimensional flow sars a a Renolds number of abou depending on eperimenal condiions, and ends a abou Re= 60, a which fine scale hree- Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
5 dimensional eddies appear (See Williamson [4]). Furhermore he flow is classified as subcriical regime for Renolds number from 300 o (see Niemann and Hölscher [5]). I is in his subcriical regime of flow ha he boundar laer along he clinder surface is laminar hroughou he circumference unil separaion and periodic vore shedding would be induced. Therefore in his sud, o insure he vore shedding siuaions horoughl esed, he Renolds numbers are aen in he range of he subcriical regime values (1500, 500 and 7000). To diminish he effec of mesh size on numerical soluion and o brace he Caresian coordinae ssem, a careful meshindependence sud has been done, and as a resul a 60 7 mesh wih grid poins being concenraed oward flow direcion and he seabed is emploed for cases sudied, (Fig. ). vorices wih he seabed are clearl displaed b he veloci vecors depiced in hese figures. Fig.. Compuaional Mesh for e/d= 0.35 and e/d= Observing Flow Field To undersand he flow field characerisics and he mechanism of vore shedding due o he presence of pipe near seabed, Figs. 3 and 4 are presened. The process of vore shedding around pipe and he ineracion of Fig. 3. Flow paern during vore shedding process (e/d = 0.35, Re=1500). Two differen gap raio parameers (0.35 and 0.5) for Renolds number of 1500 are 50 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005
6 presened. I is readil seen ha: (i) vorices are shed alernaivel from he op and boom, forming a vore sree downsream of he pipe; and (ii) here are clearl ineracions beween seabed and vorices shed from he pipe especiall when he gap raio is 0.35, which allows more ineracion beween pipe and seabed. Fig. 4. Flow paern during vore shedding process (e/d = 0.5, Re=1500). 3.. Mechanism of ore Shedding To undersand he mechanism of vore shedding a differen gap raios, i is useful o loo a he vore shedding formaions firs. Figs. 5, 6 and 7 presen he insananeous vorici conours calculaed in one shedding ccle a Re= 1500 and e/d= 0.1, 0.35 or 0.5, respecivel. In he vicini of clinder and wall, here are hree laers of veloci, wo shear laers ha develop along on he op and boom surface of he clinder, and a shear laer develops along he wall. These hree laers are clearl visible in Figs. 5, 6 and 7. Boh he op shear laer on he clinder and he shear laer on he wall induce a srong vorici, while he vorici changes sign from negaive o posiive as he laer is changed. The formaion or suppression of he vore shedding resuls from he ineracion of hese hree laers, can be described as follows: A Fig. 5a, he ail of a posiive vore is being formed and i is being fed b he lower shear laer a he boom of clinder. In he meanime, a negaive vore is forming from he upper shear laer. For he ime being, in Fig.5b, he feeding of negaive vore from he upper shear laer is cu off b growing posiive vore; while, he newl formed negaive vore downsream of he pipe coninues o grow and pushes he posiive vore downsream. This process is quie significan as i passes hrough Fig. 5c and coninues hrough Fig. 5d. I is due o insabili in he lower free shear laer resuling from a high concenraion of posiive vorici ha he lower shear laer rolls up o form a posiive vore. The formaion procedure of vore coninues, so ha i reaches o a sead periodic vore shedding process. As he gap o diameer raio (e/d) is changed o 0.5, he wall shear laer a he clinder locaion places far from he lower shear laer on he clinder surface (Fig. 6). Therefore in he vore formaion area, hese wo shear Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
7 Fig. 5. Insananeous vorici around a pipeline, (D= 100 mm, e/d= 0.35, = 150 mm/s). Fig. 6. Insananeous vorici around a pipeline, (D= 100 mm, e/d= 0.50, = 150 mm/s). laers do no inerac on he clinder surface. As he wall shear laer grows, i separaes from wall a a locaion downsream of he pipe and forms a negaive vore. This negaive vore ges ogeher wih a vore pair resuled from he vore shedding and mies he negaive vore originaing from he op of he clinder in far wae, while he are ransporing downsream. I is concluded ha due o he significan disance beween he pipe and seabed, he vore shedding does no ge affeced b he shear wall laer a his gap raio. The siuaion changes considerabl a ver small gap raios. Fig. 7 demonsraes he insananeous vorici conours for he same 5 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005
8 Renolds number. Due o he small gap beween he pipe and seabed (e/d= 0.1), vorici in he separaed free shear laer ges ver wee; herefore, he upper shear laer coninues o grow and affec downsream, wihou forming an vorices in he near wae of he pipe. In his condiion, he near wae is quie sable since no vore shedding is formed Effecs of Renolds Number Figs. 6, 8 and also 9 presen he insananeous vorici conours obained a Renolds numbers (Re= 500 and 7000). Fig. 7. Insananeous vorici around a pipeline, (D= 100 mm, e/d= 0.10, = 150 mm/s). Fig. 8. Insananeous vorici around pipeline, (e/d= 0.50, = 50 mm/s, Re=500). Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
9 To minimize he effec of gap o diameer raio, e/d is se o 0.5. In his gap o diameer raio, he wall shear laer a he clinder locaion places far from he lower shear laer on clinder surface and i would be possible o observe he effec of Renolds numbers apar of gap o diameer raio. Comparing o low Renolds numbers regimes of flow repored b Lei e al. [17], he overall vorici level in shear laers in high Renolds numbers are higher and hree shear laers are hinner ha hose a low Renolds numbers. The effec of differen high Renolds numbers can be observed hrough Figs. 6, 8 and 9 as Re increases from 1500 o When Re reaches 7000, wall shear laer a he clinder is almos annihilaed and due o is wea performance, i is no able o roll up and form vorices; consequenl, i would no inerac wih oher wo laers. A pair vore resuled from he clinder is observed in all siuaions. This pair vore would no inerac on he clinder surface bu i would mi he negaive vore originaing from he op of he clinder in far wae; while, he are ransporing downsream. Consequenl, hese upper and he lower free shear laers forming he pair vore are ranspored downsream; hus, he wae developmen can be easil seen Characerisic of Bed Shear Sress Ampliude of shear sress oscillaion and he mean values of shear sress var a differen locaions along seabed. To observe such variaions, Fig. 10 gives he disribuion of he values of he seabed shear sress along seabed downsream of pipeline. I can be easil seen ha he maimum shear sress aes place direcl underneah of pipe wih large ampliude of oscillaion as Renolds number changes. I can also be observed ha he maimum boom shear sress reaches is second pea a disance almos equal 5-7 pipe diameers downsream of he pipe and decreases again as i moves downward, especiall when gap o diameer raio (e/d) is 0.1. The similar phenomenon was observed b Sumer e al. [4] in heir phsical eperimens, where he veloci oscillaions near he seabed were emploed o discuss he effec of vore shedding on he local scour. The second pea in seabed shear sress is due o small gap raio beween he clinder and he seabed and i is significan as normall i Fig. 9. Insananeous vorici around pipeline, (e/d= 0.50, = 700 mm/s, Re=7000). 54 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005
10 Fig. 10. Characerisic Bed shear sresses (D=100 mm, Fied Fla Bed). is in his region ha srong scouring can be observed. I is concluded ha a domain of a leas 7 diameers downsream of he pipe is needed o model local scour under offshore pipeline. 4. CONCLSIONS The following conclusions can be drawn: A sandard - urbulence model wih he so-called wall funcion boundar condiion is compuaionall affordable and relaivel well calibraed for differen Renolds- Number engineering flows, in addiion comparing o eperimenal visualizaions, numerical visualizaion can provide more deails abou he flow field, Thus he mechanism of vore shedding in sead curren due o he presence of pipe near seabed can be easil observed. Renolds number has a significan effec on vore shedding caused b he presence of he pipe. Onl in subcriical regime, he boundar laer along he surface of he clinder is laminar hroughou he circumference unil separaion. A small e/d, as a resul of he conac of hese shear laers, he posiive vorici in he lower shear laer is cancelled b he negaive vore forming a he wall shear laer. Consequenl, he lower shear laer is suppressed and i would no be srong enough o roll up and form vorices; herefore i would no have an significan effec on he upper shear laer. As e/d increases, he vore shedding is more observable and he vorici phenomena would be enhanced b increase in Renolds number. Compared o he low Renolds number flows, he overall vorici level in shear laers in high Renolds numbers are higher and hree shear laers are hinner ha hose a low Renolds numbers. Whereas in high Renolds numbers, he wall shear laer a clinder is almos defeaed and i would no Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
11 able o roll up and form vorices; consequenl, i would no inerac wih oher wo shear laers. The pair vore resuled from he clinder would no inerac on he clinder surface bu while ransporing downsream, he would mi he negaive vore originaing from he op of he clinder in far wae, herefore, he wae developmen can be easil seen. Seabed shear sress has a significan effec on local scour under offshore pipelines and i is easil seen ha due o he presence of pipe, he scour hole caused b he vore shedding can be enlarged even o 5-7 diameers downsream of he pipe. Insead of using curvilinear coordinae ssems, he presen sud uses a Caresian coordinae ssem for simulaion of flow field around he pipe. In order o have a precise sud, a mesh-independence sud has been done, and a dense mesh wih grid poins being concenraed oward flow direcion and he seabed is emploed for cases sudied. This coordinae ssem suffers from heav load of numerical calculaions; even hough he level of precision is no significanl changed. sing curvilinear coordinae ssems wih grid poins being concenraed oward pipe surface and he seabed would lessen he amoun of numerical soluions. REFRENCES [1]. Kjeldsen, S.P., Gjørsvi, O., Bringaer, K.G. and Jacobsen, J., Local scour near offshore pipelines. Proceeding of Second Inernaional Conference on Pors and Ocean Engineering under Arcic Condiions, niversi of Iceland, pp []. Mao, Y., The ineracion beween a pipeline and erodible bed. PhD Disseraion, Technical niversi of Denmar, Lngb, Denmar. [3]. Brørs, B., Modeling of flow and scour a pipelines. Journal of Hdraulic Engineering 15 (5), pp [4]. Sumer, B.M. and Fredsøe, J., Ineracion beween vibraing pipe and erodible bed. Journal of Waerwa, Por, Coasal and Ocean Engineering. ASCE 114, 5, pp [5]. Sumer, B.M. and Fredsøe, J., 199. A review of wave/curren-induced scour around pipelines. Proceeding of 3 rd In. Conference on Coasal Eng. (ICCE 199), Chaper 17, pp [6]. Sumer, B.M. and Fredsøe, J., Wave scour around srucures. Advanced Coasal and Ocean Engineering, Edior Philip, L.-F., Liu, (4), pp [7]. Li, F. and Cheng, L Numerical simulaion of local scour under offshore pipelines. Proceeding of 8h Inernaional Conference on Offshore and Polar Eng., ISOPE`98, ol., pp [8]. Li, F. and Cheng, L., A numerical model for local scour under offshore pipelines. Journal of Hdraulic Engineering, ASCE 15, 4, pp [9]. Li, F. and Cheng, L., 000. Towards predicion ime developmen of local scour around offshore pipelines. Inernaional Smposium on scour of foundaions, The inernaional Socie on Soil Mechanics and Geoechnical Engineering (ISSMEG), Melbourne, Ausralia, pp [10]. Li, F. and Cheng, L., 001. Predicion of lee-wae scouring of pipelines in currens. Journal of Waerwa, Por, Coasal and Ocean Engineering, ASCE 17, pp [11]. Hansen, E. A., Fredsøe, J., and Ye, M Two-dimensional scour below pipelines. Proc. of 5h In. smposium on offshore mechanics and arcic eng, ASCE, New Yor, pp [1]. Leeuwesein, W., Bijer, E. A., 56 Inernaional Journal of Civil Engineering, ol. 3, No. 1, March 005
12 Peerbole, E. B., and Wind, H. G The Naural self burial of submarine pipelines. Proceeding 4h Inernaional Conference on behavior of Offshore srucures (BOSS), Elsevier Science, New Yor, pp [13]. an Bee, F. A., and Wind, H. G Numerical modeling of erosion and sedimenaion around pipelines. Journal of Coasal Engineering. ol. 14, pp [14]. Brørs, B., 1999.Numerical Modeling of Flow and Scour a Pipelines. Journal of Hdraulic Engineering, ol. 15, No. 5, pp [15]. Lee, Y. G., Hong S. W., Kang, K. J., A numerical simulaion of vore moion behind a circular clinder above a horizonal plane boundar. Proceeding of he Fourh Inernaional Offshore and Polar Engineering Conference, Osaa, Japan, ol.3, pp [16]. Bearman, P. W., Zdravovich, M. M., Flow around a circular clinder near a plane boundar. Journal of Fluid Mechanics 89 (1), pp [17]. Lei, C., Cheng, L., Kavanagh, K., 1999a. A finie difference soluion of he shear flow over a circular clinder. Ocean Engineering 7 (3), pp [18]. [18] Lei, C., Cheng, L., Kavanagh, K., 1999b. Reeaminaion of he effec of a plane boundar on force and vore shedding of a circular clinder. Journal of Wind Engineering and Indusrial Aerodnamics 80 (3), pp [19]. Jensen, B. L Large-scale vorices in he wae of a clinder placed near a wall. Proceeding of Second Inernaional conference on laser anemomer-advanced and applicaions, Srahcde, K, pp [0]. Launder, B. E., Spalding, D. B., The numerical compuaion of urbulen flows. Compuer Mehods in Applied Mechanics and Engineering (3), pp [1]. Yeganeh-Bahiar, A., Gooh, H. and Saai, T. 000a. Numerical Sud of he Euler-Lagrange coupling muliphase flow model o he bed-load ranspor a high shear sress. Journal of Hdraulic Research, IAHR, ol. 38, 5, pp []. Grass, A. J., Raven P. W. J., Suar, R. J., Bra, J. A, The influence of boundar laer veloci gradiens and bed proimi on vore shedding from free span pipelines. Journal of Energ Resources Technolog, 106, pp [3]. Beaudan, P. and Moin, P., Numerical eperimens on he flow pas a circular clinder a subcriical Renolds number, Repor No.TF-6, Thermosciences Division, Deparmen of Mechanical Engineering, Sanford niversi, Sanford, California, SA. [4]. Williamson, C. H. K., ore dnamics in he clinder wae. Annual Review of Fluid Mechanics 8, pp [5]. Niemann, H. J., Hölscher, N., A review of recen eperimens on he flow pas circular clinders. Journal of Wind Engineering and Indusrial Aerodnamics 33, pp Inernaional Journal of Civil Engineering, ol. 3, No. 1, March
Appendix A: Area. 1 Find the radius of a circle that has circumference 12 inches.
Appendi A: Area worked-ou s o Odd-Numbered Eercises Do no read hese worked-ou s before aemping o do he eercises ourself. Oherwise ou ma mimic he echniques shown here wihou undersanding he ideas. Bes wa
More informationMeasuring macroeconomic volatility Applications to export revenue data, 1970-2005
FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a
More informationcooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)
Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer
More informationThe Transport Equation
The Transpor Equaion Consider a fluid, flowing wih velociy, V, in a hin sraigh ube whose cross secion will be denoed by A. Suppose he fluid conains a conaminan whose concenraion a posiion a ime will be
More informationCHARGE AND DISCHARGE OF A CAPACITOR
REFERENCES RC Circuis: Elecrical Insrumens: Mos Inroducory Physics exs (e.g. A. Halliday and Resnick, Physics ; M. Sernheim and J. Kane, General Physics.) This Laboraory Manual: Commonly Used Insrumens:
More informationChapter 7. Response of First-Order RL and RC Circuits
Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural
More informationChapter 8: Regression with Lagged Explanatory Variables
Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One
More informationMortality Variance of the Present Value (PV) of Future Annuity Payments
Morali Variance of he Presen Value (PV) of Fuure Annui Pamens Frank Y. Kang, Ph.D. Research Anals a Frank Russell Compan Absrac The variance of he presen value of fuure annui pamens plas an imporan role
More information11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements
Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge
More informationJournal Of Business & Economics Research September 2005 Volume 3, Number 9
Opion Pricing And Mone Carlo Simulaions George M. Jabbour, (Email: jabbour@gwu.edu), George Washingon Universiy Yi-Kang Liu, (yikang@gwu.edu), George Washingon Universiy ABSTRACT The advanage of Mone Carlo
More informationModule 3 Design for Strength. Version 2 ME, IIT Kharagpur
Module 3 Design for Srengh Lesson 2 Sress Concenraion Insrucional Objecives A he end of his lesson, he sudens should be able o undersand Sress concenraion and he facors responsible. Deerminaion of sress
More informationMechanical Fasteners Tensile and Shear Stress Areas
Mechanical Faseners Tensile and Shear Sress reas Lecure 28 Engineering 473 Machine Design Threaded Faseners Bol Threaded fasener designed o pass hrough holes in maing members and o be secured by ighening
More informationUSE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES
USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were
More informationMotion Along a Straight Line
Moion Along a Sraigh Line On Sepember 6, 993, Dave Munday, a diesel mechanic by rade, wen over he Canadian edge of Niagara Falls for he second ime, freely falling 48 m o he waer (and rocks) below. On his
More informationA Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation
A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion
More informationChapter 2 Problems. 3600s = 25m / s d = s t = 25m / s 0.5s = 12.5m. Δx = x(4) x(0) =12m 0m =12m
Chaper 2 Problems 2.1 During a hard sneeze, your eyes migh shu for 0.5s. If you are driving a car a 90km/h during such a sneeze, how far does he car move during ha ime s = 90km 1000m h 1km 1h 3600s = 25m
More informationAcceleration Lab Teacher s Guide
Acceleraion Lab Teacher s Guide Objecives:. Use graphs of disance vs. ime and velociy vs. ime o find acceleraion of a oy car.. Observe he relaionship beween he angle of an inclined plane and he acceleraion
More informationSupplementary Appendix for Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking?
Supplemenary Appendix for Depression Babies: Do Macroeconomic Experiences Affec Risk-Taking? Ulrike Malmendier UC Berkeley and NBER Sefan Nagel Sanford Universiy and NBER Sepember 2009 A. Deails on SCF
More informationAnswer, Key Homework 2 David McIntyre 45123 Mar 25, 2004 1
Answer, Key Homework 2 Daid McInyre 4123 Mar 2, 2004 1 This prin-ou should hae 1 quesions. Muliple-choice quesions may coninue on he ne column or page find all choices before making your selecion. The
More informationAP Calculus AB 2013 Scoring Guidelines
AP Calculus AB 1 Scoring Guidelines The College Board The College Board is a mission-driven no-for-profi organizaion ha connecs sudens o college success and opporuniy. Founded in 19, he College Board was
More informationMACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR
MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry
More informationHow To Calculate Price Elasiciy Per Capia Per Capi
Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh
More informationSTUDY ON THE GRAVIMETRIC MEASUREMENT OF THE SWELLING BEHAVIORS OF POLYMER FILMS
452 Rev. Adv. Maer. Sci. 33 (2013) 452-458 J. Liu, X.J. Zheng and K.Y. Tang STUDY ON THE GRAVIMETRIC MEASUREMENT OF THE SWELLING BEHAVIORS OF POLYMER FILMS J. Liu, X. J. Zheng and K. Y. Tang College of
More informationAnalysis of Planck and the Equilibrium ofantis in Tropical Physics
Emergence of Fokker-Planck Dynamics wihin a Closed Finie Spin Sysem H. Niemeyer(*), D. Schmidke(*), J. Gemmer(*), K. Michielsen(**), H. de Raed(**) (*)Universiy of Osnabrück, (**) Supercompuing Cener Juelich
More informationStability. Coefficients may change over time. Evolution of the economy Policy changes
Sabiliy Coefficiens may change over ime Evoluion of he economy Policy changes Time Varying Parameers y = α + x β + Coefficiens depend on he ime period If he coefficiens vary randomly and are unpredicable,
More information1. y 5y + 6y = 2e t Solution: Characteristic equation is r 2 5r +6 = 0, therefore r 1 = 2, r 2 = 3, and y 1 (t) = e 2t,
Homework6 Soluions.7 In Problem hrough 4 use he mehod of variaion of parameers o find a paricular soluion of he given differenial equaion. Then check your answer by using he mehod of undeermined coeffiens..
More informationForm measurement systems from Hommel-Etamic Geometrical tolerancing in practice DKD-K-02401. Precision is our business.
Form measuremen sysems from Hommel-Eamic Geomerical olerancing in pracice DKD-K-02401 Precision is our business. Drawing enries Tolerance frame 0.01 0.01 Daum leer Tolerance value in mm Symbol for he oleranced
More informationLIFE INSURANCE WITH STOCHASTIC INTEREST RATE. L. Noviyanti a, M. Syamsuddin b
LIFE ISURACE WITH STOCHASTIC ITEREST RATE L. oviyani a, M. Syamsuddin b a Deparmen of Saisics, Universias Padjadjaran, Bandung, Indonesia b Deparmen of Mahemaics, Insiu Teknologi Bandung, Indonesia Absrac.
More informationUsefulness of the Forward Curve in Forecasting Oil Prices
Usefulness of he Forward Curve in Forecasing Oil Prices Akira Yanagisawa Leader Energy Demand, Supply and Forecas Analysis Group The Energy Daa and Modelling Cener Summary When people analyse oil prices,
More informationSignal Rectification
9/3/25 Signal Recificaion.doc / Signal Recificaion n imporan applicaion of juncion diodes is signal recificaion. here are wo ypes of signal recifiers, half-wae and fullwae. Le s firs consider he ideal
More informationA Re-examination of the Joint Mortality Functions
Norh merican cuarial Journal Volume 6, Number 1, p.166-170 (2002) Re-eaminaion of he Join Morali Funcions bsrac. Heekung Youn, rkad Shemakin, Edwin Herman Universi of S. Thomas, Sain Paul, MN, US Morali
More information9. Capacitor and Resistor Circuits
ElecronicsLab9.nb 1 9. Capacior and Resisor Circuis Inroducion hus far we have consider resisors in various combinaions wih a power supply or baery which provide a consan volage source or direc curren
More informationCapacitors and inductors
Capaciors and inducors We coninue wih our analysis of linear circuis by inroducing wo new passive and linear elemens: he capacior and he inducor. All he mehods developed so far for he analysis of linear
More informationChapter 2 Kinematics in One Dimension
Chaper Kinemaics in One Dimension Chaper DESCRIBING MOTION:KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings moe how far (disance and displacemen), how fas (speed and elociy), and how
More informationAP Calculus BC 2010 Scoring Guidelines
AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board
More informationWorking Paper No. 482. Net Intergenerational Transfers from an Increase in Social Security Benefits
Working Paper No. 482 Ne Inergeneraional Transfers from an Increase in Social Securiy Benefis By Li Gan Texas A&M and NBER Guan Gong Shanghai Universiy of Finance and Economics Michael Hurd RAND Corporaion
More informationVoltage level shifting
rek Applicaion Noe Number 1 r. Maciej A. Noras Absrac A brief descripion of volage shifing circuis. 1 Inroducion In applicaions requiring a unipolar A volage signal, he signal may be delivered from a bi-polar
More informationTEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS
TEMPORAL PATTERN IDENTIFICATION OF TIME SERIES DATA USING PATTERN WAVELETS AND GENETIC ALGORITHMS RICHARD J. POVINELLI AND XIN FENG Deparmen of Elecrical and Compuer Engineering Marquee Universiy, P.O.
More informationWATER MIST FIRE PROTECTION RELIABILITY ANALYSIS
WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS Shuzhen Xu Research Risk and Reliabiliy Area FM Global Norwood, Massachuses 262, USA David Fuller Engineering Sandards FM Global Norwood, Massachuses 262,
More informationThe Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of
Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world
More informationRC (Resistor-Capacitor) Circuits. AP Physics C
(Resisor-Capacior Circuis AP Physics C Circui Iniial Condiions An circui is one where you have a capacior and resisor in he same circui. Suppose we have he following circui: Iniially, he capacior is UNCHARGED
More informationMHD EFFECTS ON HEAT TRANSFER IN A MOLTEN SALT BLANKET. Sergey Smolentsev, Reza Miraghaie, Mohamed Abdou
MHD EFFECTS ON HEAT TRANSFER IN A MOLTEN SALT BLANET Sergey Smolensev, Reza Miraghaie, Mohamed Abdou Universiy of California, 44-114 Engineering IV, BOX 951597, Los Angeles, CA 995-1597 e-mail (Sergey
More informationNewton s Laws of Motion
Newon s Laws of Moion MS4414 Theoreical Mechanics Firs Law velociy. In he absence of exernal forces, a body moves in a sraigh line wih consan F = 0 = v = cons. Khan Academy Newon I. Second Law body. The
More informationThe Journey. Roadmaps. 2 Architecture. 3 Innovation. Smart City
The Journe 1 Roadmaps 2 Archiecure 3 Innovaion Uili Mobili Living Enr Poins o a Grid Journe Sraeg COMM projec Evoluion no Revoluion IT Concerns Daa Mgm Inegraion Archiecure Analics Regulaor Analics Disribued
More informationPROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE
Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees
More informationµ r of the ferrite amounts to 1000...4000. It should be noted that the magnetic length of the + δ
Page 9 Design of Inducors and High Frequency Transformers Inducors sore energy, ransformers ransfer energy. This is he prime difference. The magneic cores are significanly differen for inducors and high
More informationCOMPUTATION OF CENTILES AND Z-SCORES FOR HEIGHT-FOR-AGE, WEIGHT-FOR-AGE AND BMI-FOR-AGE
COMPUTATION OF CENTILES AND Z-SCORES FOR HEIGHT-FOR-AGE, WEIGHT-FOR-AGE AND BMI-FOR-AGE The mehod used o consruc he 2007 WHO references relied on GAMLSS wih he Box-Cox power exponenial disribuion (Rigby
More informationWhy Did the Demand for Cash Decrease Recently in Korea?
Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in
More informationMorningstar Investor Return
Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion
More informationThe Application of Multi Shifts and Break Windows in Employees Scheduling
The Applicaion of Muli Shifs and Brea Windows in Employees Scheduling Evy Herowai Indusrial Engineering Deparmen, Universiy of Surabaya, Indonesia Absrac. One mehod for increasing company s performance
More informationOn alternative methods of determining Radius of Curvature using Newton s Rings set up
Inernaional Leers of Chemisry, Physics and Asronomy Online: 0-03-5 ISSN: 99-3843, Vol. 48, pp 7-31 doi:10.1805/www.scipress.com/ilcpa.48.7 0 SciPress Ld., Swizerland On alernaive mehods of deermining Radius
More informationIndividual Health Insurance April 30, 2008 Pages 167-170
Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve
More informationSELF-EVALUATION FOR VIDEO TRACKING SYSTEMS
SELF-EVALUATION FOR VIDEO TRACKING SYSTEMS Hao Wu and Qinfen Zheng Cenre for Auomaion Research Dep. of Elecrical and Compuer Engineering Universiy of Maryland, College Park, MD-20742 {wh2003, qinfen}@cfar.umd.edu
More informationExplaining long-term trends in groundwater hydrographs
18 h World IMACS / MODSIM Congress, Cairns, Ausralia 13-17 July 2009 hp://mssanz.org.au/modsim09 Explaining long-erm rends in groundwaer hydrographs Ferdowsian, R. 1 and D.J. Pannell 2 1 Deparmen of Agriculure
More informationSOLUTIONS RADIOLOGICAL FUNDAMENTALS PRACTICE PROBLEMS FOR TECHNICAL MAJORS
SOLUTIONS RADIOLOGICAL FUNDAMENTALS PRACTICE PROBLEMS FOR TECHNICAL MAJORS Noe: Two DOE Handbooks are used in conjuncion wih he pracice quesions and problems below o provide preparaory maerial for he NPS
More informationUNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert
UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES Nadine Gazer Conac (has changed since iniial submission): Chair for Insurance Managemen Universiy of Erlangen-Nuremberg Lange Gasse
More informationTHE PRESSURE DERIVATIVE
Tom Aage Jelmer NTNU Dearmen of Peroleum Engineering and Alied Geohysics THE PRESSURE DERIVATIVE The ressure derivaive has imoran diagnosic roeries. I is also imoran for making ye curve analysis more reliable.
More informationChapter 8 Student Lecture Notes 8-1
Chaper Suden Lecure Noes - Chaper Goals QM: Business Saisics Chaper Analyzing and Forecasing -Series Daa Afer compleing his chaper, you should be able o: Idenify he componens presen in a ime series Develop
More informationMathematics in Pharmacokinetics What and Why (A second attempt to make it clearer)
Mahemaics in Pharmacokineics Wha and Why (A second aemp o make i clearer) We have used equaions for concenraion () as a funcion of ime (). We will coninue o use hese equaions since he plasma concenraions
More informationRandom Walk in 1-D. 3 possible paths x vs n. -5 For our random walk, we assume the probabilities p,q do not depend on time (n) - stationary
Random Walk in -D Random walks appear in many cones: diffusion is a random walk process undersanding buffering, waiing imes, queuing more generally he heory of sochasic processes gambling choosing he bes
More informationChapter 1.6 Financial Management
Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1
More informationThe Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas
The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he
More informationThe Torsion of Thin, Open Sections
EM 424: Torsion of hin secions 26 The Torsion of Thin, Open Secions The resuls we obained for he orsion of a hin recangle can also be used be used, wih some qualificaions, for oher hin open secions such
More informationBALANCE OF PAYMENTS. First quarter 2008. Balance of payments
BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se
More informationCointegration: The Engle and Granger approach
Coinegraion: The Engle and Granger approach Inroducion Generally one would find mos of he economic variables o be non-saionary I(1) variables. Hence, any equilibrium heories ha involve hese variables require
More informationOptimal Investment and Consumption Decision of Family with Life Insurance
Opimal Invesmen and Consumpion Decision of Family wih Life Insurance Minsuk Kwak 1 2 Yong Hyun Shin 3 U Jin Choi 4 6h World Congress of he Bachelier Finance Sociey Torono, Canada June 25, 2010 1 Speaker
More informationSteps for D.C Analysis of MOSFET Circuits
10/22/2004 Seps for DC Analysis of MOSFET Circuis.doc 1/7 Seps for D.C Analysis of MOSFET Circuis To analyze MOSFET circui wih D.C. sources, we mus follow hese five seps: 1. ASSUME an operaing mode 2.
More informationDuration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.
Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised
More informationFull-wave rectification, bulk capacitor calculations Chris Basso January 2009
ull-wave recificaion, bulk capacior calculaions Chris Basso January 9 This shor paper shows how o calculae he bulk capacior value based on ripple specificaions and evaluae he rms curren ha crosses i. oal
More informationMarket Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand
36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,
More informationImagine a Source (S) of sound waves that emits waves having frequency f and therefore
heoreical Noes: he oppler Eec wih ound Imagine a ource () o sound waes ha emis waes haing requency and hereore period as measured in he res rame o he ource (). his means ha any eecor () ha is no moing
More informationVector Autoregressions (VARs): Operational Perspectives
Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians
More informationRelationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**
Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia
More informationName: Teacher: DO NOT OPEN THE EXAMINATION PAPER UNTIL YOU ARE TOLD BY THE SUPERVISOR TO BEGIN PHYSICS 2204 FINAL EXAMINATION. June 2009.
Name: Teacher: DO NOT OPEN THE EXMINTION PPER UNTIL YOU RE TOLD BY THE SUPERVISOR TO BEGIN PHYSICS 2204 FINL EXMINTION June 2009 Value: 100% General Insrucions This examinaion consiss of wo pars. Boh pars
More informationMolding. Injection. Design. GE Plastics. GE Engineering Thermoplastics DESIGN GUIDE
apple GE Plasics GE Engineering Thermoplasics DESIGN GUIDE Wall Thickness Paring Lines Ejecion Appearance Pars Ribs/Gusses Bosses Holes Depressions Radii, Filles and Corners Molding Design Injecion s for
More informationANALYSIS AND COMPARISONS OF SOME SOLUTION CONCEPTS FOR STOCHASTIC PROGRAMMING PROBLEMS
ANALYSIS AND COMPARISONS OF SOME SOLUTION CONCEPTS FOR STOCHASTIC PROGRAMMING PROBLEMS R. Caballero, E. Cerdá, M. M. Muñoz and L. Rey () Deparmen of Applied Economics (Mahemaics), Universiy of Málaga,
More informationNiche Market or Mass Market?
Niche Marke or Mass Marke? Maxim Ivanov y McMaser Universiy July 2009 Absrac The de niion of a niche or a mass marke is based on he ranking of wo variables: he monopoly price and he produc mean value.
More informationMTH6121 Introduction to Mathematical Finance Lesson 5
26 MTH6121 Inroducion o Mahemaical Finance Lesson 5 Conens 2.3 Brownian moion wih drif........................... 27 2.4 Geomeric Brownian moion........................... 28 2.5 Convergence of random
More informationControl over multiscale mixing in broadband-forced turbulence
Conrol over muliscale mixing in broadband-forced urbulence Arkadiusz K. Kuczaj and Bernard J. Geurs, Deparmen of Applied Mahemaics, J.M. Burgers Cener for Fluid Mechanics, Universiy of Twene, P.O. Box
More informationModeling of a 3D plasma thermal spraying and the effect of the particle injection angle
Revue des Energies Renouvelables CISM 08 Oum El Bouaghi (008) 05-6 Modeling of a 3D plasma hermal spraying and he effec of he paricle injecion angle D. Khelfi *, A. Abdellah El-Hadj and N. Aï-Messaoudène
More informationPrincipal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya.
Principal componens of sock marke dynamics Mehodology and applicaions in brief o be updaed Andrei Bouzaev, bouzaev@ya.ru Why principal componens are needed Objecives undersand he evidence of more han one
More informationSingle-machine Scheduling with Periodic Maintenance and both Preemptive and. Non-preemptive jobs in Remanufacturing System 1
Absrac number: 05-0407 Single-machine Scheduling wih Periodic Mainenance and boh Preempive and Non-preempive jobs in Remanufacuring Sysem Liu Biyu hen Weida (School of Economics and Managemen Souheas Universiy
More informationCaring for trees and your service
Caring for rees and your service Line clearing helps preven ouages FPL is commied o delivering safe, reliable elecric service o our cusomers. Trees, especially palm rees, can inerfere wih power lines and
More informationModule 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur
Module 4 Single-phase A circuis ersion EE T, Kharagpur esson 5 Soluion of urren in A Series and Parallel ircuis ersion EE T, Kharagpur n he las lesson, wo poins were described:. How o solve for he impedance,
More informationDYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS
DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper
More informationSPEC model selection algorithm for ARCH models: an options pricing evaluation framework
Applied Financial Economics Leers, 2008, 4, 419 423 SEC model selecion algorihm for ARCH models: an opions pricing evaluaion framework Savros Degiannakis a, * and Evdokia Xekalaki a,b a Deparmen of Saisics,
More informationChapter 4: Exponential and Logarithmic Functions
Chaper 4: Eponenial and Logarihmic Funcions Secion 4.1 Eponenial Funcions... 15 Secion 4. Graphs of Eponenial Funcions... 3 Secion 4.3 Logarihmic Funcions... 4 Secion 4.4 Logarihmic Properies... 53 Secion
More informationOption Put-Call Parity Relations When the Underlying Security Pays Dividends
Inernaional Journal of Business and conomics, 26, Vol. 5, No. 3, 225-23 Opion Pu-all Pariy Relaions When he Underlying Securiy Pays Dividends Weiyu Guo Deparmen of Finance, Universiy of Nebraska Omaha,
More informationIMPACT OF CLIMATE CHANGE ON RESREVIOR OPERATION POLICIES THE CASE OF ASWAN HIGH DAM RESERVOIR
Inernaional Journal of Civil Engineering and Technology (IJCIET) Volume 7, Issue 2, March-April 2016, pp. 107 116, Aricle ID: IJCIET_07_02_008 Available online a hp://www.iaeme.com/ijciet/issues.asp?jtype=ijciet&vtype=7&itype=2
More informationCALCULATION OF OMX TALLINN
CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN 1. OMX Tallinn index...3 2. Terms in use...3 3. Comuaion rules of OMX Tallinn...3 3.1. Oening, real-ime and closing value of he Index...3 3.2. Index
More informationModeling Tourist Arrivals Using Time Series Analysis: Evidence From Australia
Journal of Mahemaics and Saisics 8 (3): 348-360, 2012 ISSN 1549-3644 2012 Science Publicaions Modeling Touris Arrivals Using Time Series Analysis: Evidence From Ausralia 1 Gurudeo AnandTularam, 2 Vicor
More informationA New Type of Combination Forecasting Method Based on PLS
American Journal of Operaions Research, 2012, 2, 408-416 hp://dx.doi.org/10.4236/ajor.2012.23049 Published Online Sepember 2012 (hp://www.scirp.org/journal/ajor) A New Type of Combinaion Forecasing Mehod
More informationAnalysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer
Recen Advances in Business Managemen and Markeing Analysis of Pricing and Efficiency Conrol Sraegy beween Inerne Reailer and Convenional Reailer HYUG RAE CHO 1, SUG MOO BAE and JOG HU PARK 3 Deparmen of
More informationThe Kinetics of the Stock Markets
Asia Pacific Managemen Review (00) 7(1), 1-4 The Kineics of he Sock Markes Hsinan Hsu * and Bin-Juin Lin ** (received July 001; revision received Ocober 001;acceped November 001) This paper applies he
More informationARCH 2013.1 Proceedings
Aricle from: ARCH 213.1 Proceedings Augus 1-4, 212 Ghislain Leveille, Emmanuel Hamel A renewal model for medical malpracice Ghislain Léveillé École d acuaria Universié Laval, Québec, Canada 47h ARC Conference
More informationForecasting and Information Sharing in Supply Chains Under Quasi-ARMA Demand
Forecasing and Informaion Sharing in Supply Chains Under Quasi-ARMA Demand Avi Giloni, Clifford Hurvich, Sridhar Seshadri July 9, 2009 Absrac In his paper, we revisi he problem of demand propagaion in
More informationStudy of gas laminar flow in a thermal reactor: Experimental and Numerical comparison
Sudy of gas laar flow in a hermal reacor: Experimenal and Numerical comparison A. Bellil,2, K. Benhabib 2, P. Coorevis 2, C. Marie 2, M. Hazi, A. Ould-Dris Universiy of Technology of Compiegne, TIMR (EA
More informationMeasuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry
Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Robyn Swif Economics and Business Saisics Deparmen of Accouning, Finance and Economics Griffih Universiy Nahan
More informationA Curriculum Module for AP Calculus BC Curriculum Module
Vecors: A Curriculum Module for AP Calculus BC 00 Curriculum Module The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy.
More information