NUMERICAL INVESTIGATION OF THE TURBULENT FLOW PARAMETERS DISTRIBUTION IN A PARTLY PERFORATED HORIZONTAL WELLBORE

Size: px
Start display at page:

Download "NUMERICAL INVESTIGATION OF THE TURBULENT FLOW PARAMETERS DISTRIBUTION IN A PARTLY PERFORATED HORIZONTAL WELLBORE"

Transcription

1 NUMERICAL INVESTIGATION OF THE TURBULENT FLOW PARAMETERS DISTRIBUTION IN A PARTLY PERFORATED HORIZONTAL WELLBORE Mohammed Abdulwahhab Abdulwahd Research Scholar, Department of Marne Engneerng, Andhra Unversty, AP, Inda Ass. Prof. Sadoun Fahad Dakhl Department of Fuel& Energy, Basrah Techncal College, Iraq Prof. Nranan Kumar Inet Department of Marn Engneerng, Andhra Unversty, AP, Inda Abstract The overall pressure drop n a horzontal wellbore used n the recovery of ol and gas ndustry was classfed nto four separate effects due to wall frcton, ncrease n momentum, perforaton roughness and type of flud mng. A perforated secton s followed by a plan secton for many horzontal wells. The addtonal pressure drop due to combned effect of perforaton roughness and the type of flud mng was analyzed through numercal CFD and the results were compared wth the epermental results of other researchers. The computatons were based on the fnte volume method wth the SIMPLE algorthm standard k ε model. The ppe was used geometrcally smlar to the real perforated wellbore wth 60 phasng, 6 SPF (shoot per foot) and the ptch of the perforatons 60 mm (the number of perforatons n ths paper are less than epermental ppe). The parameters that are beng nvestgated are pressure drops of the ppe and so far smulatons have been carred out for an nlet ppe Reynolds numbers rangng from 28,773 to 90,153 for the total flow rate rato rangng from 0% to 100%. Numercal smulatons were performed usng CFX of ANSYS FLUENT 13, where the governng equatons of mass and momentum were solved smultaneously, usng the two equatons of standard k-ε turbulence model. As the rate of flow through the perforatons ncreases.e. wth the ncrease n flow rate rato, the total pressure ncreases due to large acceleraton pressure drop for hgher flow rate through the perforatons. The ncreases n perforatons number ncrease the total pressure drop and vce versa. The numercal results agreed wth the epermental work. 372

2 Keywords: Pressure drop, perforaton, wellbore, Reynolds number, numercal, total flow rate rato 1: Introducton. Over the last decade horzontal wells have become a well-establshed technology for the recovery of ol and gas. Consderable amount of analytcal and epermental work has been publshed on varous aspects of horzontal well used n the producton whch ncludes transent flow models, productvty ndces, and crestng behavor. Although these methods provde nsght nto the behavor of horzontal wells, certan methods have consdered the pressure drop along the wellbore and essentally assumng nfnte conductvty. The pressure drop n the ppe can severely lmt the actual producton length of the ppe. It s clear from the above that frctonal effects wll lead to a sgnfcant drop n the pressure between the heel and the toe of the well. An accurate set of sngle-phase eperments n a perforated ppe wth radal nflow has been conducted by (Su and Gudmundsson, 1995) (SG). SG conducted the eperment to account for the total pressure drop n a perforated ppe s contrbuted by frctonal, acceleratonal pressure drops and pressure drop due to the effects of radal nflow and mng pressure drop. SG observed that the frctonal and acceleratonal pressure drops are sgnfcant parts of the total pressure drop. However, the mng pressure drop s sgnfcant and ts contrbuton to the pressure drop s often negatve. Addtonally, when the veloctes of the radal and aal are equal, the radal flow wll penetrate the aal ppe and blockage of the ppe. Ths wll lead to an ncrease of the pressure drop n the ppe. Ouyang et al., (1996) performed eperments to determne the frcton factors for ppe flow wth radal nflow n lamnar and turbulent flow. The frcton factor based on the Stanford horzontal wellbore data yelds a frcton factor n whch the correlaton due to radal nflow s dependent on the Reynolds number of the flow n the radal perforaton. Ouyang et al., (1996) also mentoned that for turbulent flow, nflow reduces the wall frcton. Ouyang et al., (1998) studed a sngle-phase wellbore flow model that ncorporated not only frctonal, acceleratonal, and gravtatonal pressure drop, but also the pressure drop caused by nflow. The new model was readly applcable to dfferent wellbore-perforaton patterns and well completons, and was easly ncorporated nto reservor smulators or analytcal, reservor-nflow models. It was found that the nfluence of ether nflow or outflow depended on the flow regme present n the wellbore. It was found that the acceleratonal pressure drop may or may not be mportant compared to the frctonal component, dependng on the specfc ppe 373

3 geometry, flud propertes and flow condtons. It was recommended that the new wellbore-flow model be ncluded n wellbore/reservor couplng models to acheve more accurate predctons of pressure drop and nflow dstrbuton along the wellbore, as well as the well producton or necton rates. Kloster, (1990) eperment studed flow resstance n a perforated ppe, both wth and wthout flow necton. The Reynolds numbers covered from 45,000 to 60,000. The frcton factor values were 25-70% hgher than those of regular commercal ppes. He also observed that small nectons through perforatons reduced the frcton factor. A new frcton factor correlaton for horzontal wellbore was proposed by (Ashem et al., 1992) whch ncluded acceleratonal pressure losses due to contnuous flud nflu along the wellbore. They assumed that the nected flud entered the man flow wth no momentum n the aal drecton. Ihara et al., (1994) performed eperments that studed the channel flow wth contnuous nflu nto the horzontal wellbore from the ol reservor. The pressure drop along the test channel ncreased due to the effect of nflu. The model of onedmenson momentum echange agreed wth the epermental data for relatvely large Reynolds numbers. The frcton factor of perforaton roughness was measured n ppes geometrcally on par wth casng used n horzontal wells. There was no flud flow through the perforatons n the work reported. The epermental data was analyzed usng the unversal velocty dstrbuton law and the concept of roughness functon. It was found that the roughness functon ncreased lnearly wth the perforaton/casng dameter rato. An emprcal relatonshp was obtaned to estmate the frcton factor n ppes wth perforaton roughness (Su and Gudmundsson, 1998). The am of ths work s to demonstrate the alternate use of CFD smulatons nstead of eperments to estmate the pressure drops, the pressure drop coeffcents at the horzontal wellbore and the effect of the perforaton densty for a range of locally changng flow ratos and Reynolds numbers. The total pressure drop ncorporates not only frctonal, acceleratonal pressure drops but also the pressure caused by nflow. The man dfference between the theoretcal study n ths paper wth the eperments carred out by SG are the dameter of perforatons and the perforaton densty of the ppe. SG has used a perforaton dameter of 3mm and 158 perforatons, where as n ths present study, a perforaton of 4mm dameter and 60 perforatons has been used. The paper s organzed as follows. The authors start wth some theoretcal background of the work. Ths s followed by detals of the geometry and numercal model and dscusson of the relevant parameters whch nfluence the pressure loss. Subsequently, numercal results are presented and a detaled data analyss s carred out. 374

4 2: Theoretcal Analyss Model Descrpton. The physcal model descrpton s that of a partly perforated ppe and a plan ppe wthout perforaton. The length of the ppe s equal to 1300 mm and 22 mm dameter as shown n fgure 1. The ppe s dvded nto two sectons wth equal length. The perforated secton s part of the ppe that has a 600 mm, perforaton phasng 60 and Smulaton Perforaton Densty 6 (SPF). The ptch of the perforatons s 60 mm wth a perforaton dameter of 4 mm. The other secton, 600 mm n length s dvded nto four equal sectons of 150 mm. Each one to nvestgate the pressure profle along the ppe when there s a perforated secton upstream. Ppe and perforaton geometry for epermental and theoretcal study s lsted n Table 2.1. (a) (b) Fgure (1) Confguraton of partly perforated test ppe (not to scale). The computatonal doman havng same dmensons s to be consdered as epermental rgs (Su and Gudmundsson, 1998). The geometry has been analysed usng 3 dmensonal Computatonal Flud Dynamcs (CFD). Fgure 2 s the unstructured computatonal grd, the mesh consst of nodes and elements wth fve boundary layers. The calculatons carred out were wth commercal fnte volume code ANSYS FLUENT 13 CFX5 usng a frst order scheme and a turbulent wth k epslon model. Fgure (2) The unstructured mesh for partly perforated ppe. 375

5 Table 2.1. Geometry of the test ppe. Item Epermental Theoretcal Outer Dameter 30 mm - Inner Dameter mm 22 mm Perfo. Dameter 3.0 mm 4.0 mm Total perfo. number Perfo. phasng Perfo. densty 12 SPF 6 SPF Smulaton Parameters. The flud consdered for the smulatons s water wth constant densty of kg/m 3 and dynamc vscosty of kg/m s. The flud s assumed as Incompressble flow. Three tests were carred out wth Reynolds number of the nlet flow rangng from 28,773 to 90,153. In each of the tests, the flow rate through the perforatons was ncreased from zero to mamum value. The roughness of the test ppe wall was 0.03 mm; the type of the test ppe was PVC. Test detals are summarzed n table 2.2. Table 2.2 Parameters of partly perforated ppe tests. Test Inlet Flow Rate (lter/hr) Perforaton nlet Flow Rate (lter/hr) Inlet Flow (Re) Test 1 5,157-5, ,756-90,153 Test 2 3,361-3, ,935-61,557 Test 3 1,793-2, ,773-37,198 Unform water mass flow s ntroduced at the nlet of a partally perforated ppe. Two boundary condtons are consdered. At the nlet, mass flow rate s taken nto consderaton both aally and radally where as at the et, outlet pressure s consdered as the boundary condton. It s assumed that no-slp boundary condtons occur along the walls. Water enters at a unform temperature (T) of 25 C. For the symmetry lnes both velocty and pressure s kept constant. 3. Theoretcal Smulatons. Over a long perod of tme the pressure drop n a fully developed turbulent ppe flow s beng studed by several researchers and nvestgators. The pressure drop n a straght ppe has been determned n numerous eperments. In ths study, the general model developed by (Su and Gudmundsson, 1998) was adopted to analyze the acqured data. They suggested pressure terms lke acceleraton, frcton, perforaton roughness and flud mng pressure drop components. The followng relatonshp gves the four pressure drop terms that make up the total pressure drop n a perforated horzontal well p = p p p p (1) acc. wall perfo. m. 376

6 The pressure drop caused by perforaton roughness and flud mng were lumped together and classfed as addtonal losses. Eq. 1 can then be rewrtten as p = pacc. pwall padd. (2) Applyng the conservaton of lnear momentum to the control volume n the aal drecton for each perforaton unt wthn equal length L, results n the sum of the forces actng on the control volume surfaces towards the downstream drecton of the ppe as.. F = moutuout mnun (3) where the mass flow rate s. m = ρau (4) When radal nflow occurs, the statc pressure n the ppe s not unform, and the velocty profle s not fully developed. In addton to the force contrbuted by the pressure dfference across the control volume and wall shear force, the sum of the forces actng on the control volume surface ncludes a force due to the combned effects of the rreversble process of flud mng and the presence of the perforaton hole, ncludng the effect of non-unformly dstrbuton of statc pressure and non-fully developed velocty profle, F = ( pn A pout A) τ w ( πd L) Fadd. (5) From the above equatons, ths can be rearranged to get the followng total pressure drop, 2 2 pn pout = ρ ( uout un ) pwall padd. (6) Eq. (6) ndcates that the total pressure drop conssts of three dfferent components: The pressure drop due to knematc energy change (acceleraton effects). Ths demonstrates the frst term on the rght sde of Eq. (6). The frctonal pressure drop due to wall frcton n a perforaton unt, p wall, the second term of Eq. (6), and can be calculated from the Darcy- Wesbach equaton (Whte, 1986 ), f L 2 p wall = ρv (7) 2 D When the relatve roughness of the ppe s known, an accurate and convenent relatonshp for the frcton factor n the turbulent ppe flow s the Haaland equaton (Haaland, 1983) ε f = 1.8log10 (8) Re 3.7D 377

7 For a hydraulcally smooth ppe, surface roughness ε should be set to zero. Ths equaton apples to both lamnar and turbulent flow. The addtonal losses pressure drop term was obtaned from the measured pressure drop after subtractng the pressure drop contrbuton due to wall frcton and flud acceleraton. The pressure drop due to mng effects arses from the nteracton between perforaton flow and wellbore flow whch s causng dsturbances n the boundary layer and hence affects the pressure drop. The flud enters radally to the wellbore through a perforaton. It mes wth the aal flow and ncreases mass nto the well, thereby ncreasng the flow velocty n the well. Hence, the acceleraton of the flow wll ncrease the velocty at the outer. Ths gves a pressure drop across the perforaton. Subtractng the acceleratonal and frctonal pressure drops from the total pressure drop that flows through the perforatons, the remanng pressure drop s a practcal representaton of the addtonal pressure drop Ρ add (perforaton roughness and mng effects). Fgure (3) Horzontal completon effect on reservor nflu and wellbore hydraulc (Yula, 2001). Fgure 3 llustrates the nterplay between the pressure and flu dstrbuton along the wellbore through the completon openngs. It shows the ncrease n flow rate from toe to heel but the decrease n pressure from toe to the heel. 4. Results and Dscussons Total Pressure Drop n Perforated secton. Theoretcally was carred out on the ppe that was smulated wth the epermental ppe. Three tests wth dfferent ppe flow rates for aal flow and radal flow were carred out and the results are shown n table 2.1. Fgure 4 represents the total pressure drop n the perforated secton wth total flow rate rato where q = total perforaton flow rate dvded by the total flow rate 378

8 at the ppe outlet for the three tests. The total pressure drop values are calculated usng equaton 1 and 2. It s observed that there s an ncrease n flow rate rato as the rate flow through perforaton ncreases. The total pressure drop ncreased due to the larger acceleraton pressure drop at hgher flow rate through the perforatons. The total pressure drop was found to be hgher for hgher Reynolds numbers. For hgher aal flow velocty there s larger frctonal pressure drop at the wall. The ncrease of radal flow through perforatons ncreases the total flow rate rato and ncreases the total pressure drop. The total pressure drop of 60 perforatons (for the present paper) s lesser than the total pressure drop of 158 perforatons (epermental ppe). Ths s because the perforaton densty of the epermental ppe s twce and a half larger than that of the ppe for the present paper. The total pressure drop accordng to Eq. 2 s equal to the acceleraton, frctonal pressure drops and the effect of flud mng and perforaton roughness. The total flow rate rato ncreased due to the ncrease n the flow through the perforatons that ncreased the total pressure drop. Ths s due to the larger acceleraton pressure drop for hgher flow rate through the perforatons. Fgure 5 depcts the total pressure drop n the entre ppe whch s smlar to the behavor as shown n fgure 4. The values of total pressure drop for the entre ppe s hgher than the total pressure drop n the perforated secton for all the tests. For test 1, the values of the total pressure drop n the whole ppe s larger than the values n the perforated secton n the range of 34.2% to 25.5% at 0% to 100% flow rate rato respectvely, for test 2, wthn the range of 33.9% to 22% and for test 3 wthn the range of 35.3% to 19.4%. The ncrease of the total pressure drop n the whole ppe s due to the wall frcton pressure drop n the plan secton. Fgure (4) Total pressure drop n perforated secton, wth dfferent tests condton. Fgure (5) Total Pressure drop n the whole ppe wth dfferent tests condton. 379

9 4.2. Pressure Drop n Perforated Secton. Three tests wth dfferent ppe flow rates were carred out on the perforated ppe. The pressure drop due to momentum change (acceleraton pressure drop) was calculated from Eq. 6 (the frst term on the rght sde). It s notced that the values of acceleraton pressure drop for partly perforated wellbore were hgh. The pressure drop due to momentum ncreased for each test. The nlet mean velocty at the nlet of the perforated secton and the outlet mean velocty at the outlet of the perforated secton, the veloctes and the pressure drop due to momentum were calculated. Fgure 6 represents the relatonshp between pressure drop due to momentum and total flow rate rato (q). It depcts that the ncrease n the pressure drop wth ncrease n the value of q for all tests s smlar to the behavor n fgure 4. Fgure 7 represents the behavor of addtonal pressure drop for the three tests. The addtonal pressure drop decreases as the flow rate rato ncreases. In the present numercal analyss all the values of the addtonal pressure drop are negatve. When the perforaton nflow ncreases the total pressure decreases and the frctonal pressure drop decreases too. The values of addtonal pressure drop are negatve. Fgure 7 llustrates the frctonal pressure drop that was reduced when the flow rate rato was ncreased. Fgure (6) Pressure drop wth effect of momentum forces n perforated secton. 380

10 Fgure (7) Addtonal pressure drop for dfferent tests. The pressure drop ncreases wth the ncrease of Reynolds numbers whch contrbutes to the larger wall frcton pressure drop wth hgher flow veloctes. The ordnary wall frcton pressure drop of a perforated secton was calculated usng the Darcy-Wesbach equaton. For the turbulent flow, the aal velocty gradent near the ppe wall decreases and hence the wall frcton shear stress also decreases accordngly. On the contrary, outflow lowers and reduces the boundary layer and thus decreases the average velocty outsde the layer but ncreases the velocty nsde the layer, whch results n an ncrease of the aal velocty gradent near the ppe wall and hence the wall frcton shear stress (Ouyang et al., 1997) Pressure Drop Coeffcent. Pressure drop n a perforated secton s the functon of the flow rate n the ppe. Therefore, the numercal results from dfferent tests are nterested n the pressure drop coeffcent parameter. A pressure drop coeffcent represents an mportant parameter whch s defned as the pressure drop across the perforated secton dvded by the knetc energy at the outlet of the ppe. Ρ k = (9) 2 0.5* ρ * U where U s the average flow velocty at the outlet of the test ppe. The pressure drop coeffcents were calculated for total and addtonal pressure drops for perforated secton and for the whole ppe for all the three tests. The data ponts for each test follow a straght lne as shown n fgure 8. Data ponts of the three tests for total pressure drop followed parallely and closely for some ponts of those tests conducted wth Reynolds number range from 82,756 to 90,153 and from 53,935 to 61,557. The pressure drop coeffcents ncrease lnearly wth ncreasng total flow rate rato. 381

11 Fgure 9 represents the pressure drop coeffcent n the whole ppe.e. perforaton secton as well as plan secton. In fgure 11 there s a drastc change n the values between the three tests. The values of pressure drop coeffcent for test 3 (aal 1793 lt/hr and radal from 0 to 899 lt/hr) are much hgher compared to test 1 and 2. Ths s because the value of aal velocty s less than the other tests. Fgure (8) Pressure drop coeffcent n perforated secton, wth dfferent tests condton. Fgure (9) Pressure drop coeffcent n the whole ppe, wth dfferent tests condton. Fgure (10) Pressure drop coeffcent n plan secton, wth dfferent tests condton. Fgure 10 represents the results of pressure drop coeffcent n the plan secton for the three tests. The pressure drop coeffcent decreases wth the ncrease n total flow rate rato. The pressure drop coeffcent for test 3 s hgher than the values of the other tests. Ths s due to lower values of aal velocty at the entry of the plan secton of the ppe; the pressure drop coeffcent s hgh. On the contrary, wth the hgher values of the aal velocty, there s a drop n the values of the pressure drop coeffcent. 382

12 Fgure 11 represents the velocty dstrbuton contour for aal flow rate of 5618 lt/hr and radal flow of 841 lt/hr n the perforated secton. The flow velocty ncreases due to the mng of the aal flow wth radal flow at the uncton. It s notced that there s a drop n pressure and rse n flow rate at the perforated secton. Fgure (11) Velocty dstrbuton contour for perforated secton aal 5618 lt/hr & radal 841 lt/hr. (a) At frst perforatons. (b) At last perforatons. Fgure (12) Velocty streamlnes for perforated secton, aal 5618 lt/hr & radal 841 lt/hr. Fgure 12 llustrates velocty streamlnes for perforated secton when the aal flow s 5618 lt/hr and the radal flow s 841 lt/hr. It s observed that there s a rse n aal velocty at the end of the perforated secton due to flow through perforatons Turbulence Intensty. The turbulent ntensty T s lnked to the knetc energy and a reference mean flow velocty as follows: k 3 T = (10) U The equatons to be solved for ncompressble flow are the conservaton of mass Eq. (11) and momentum Eq. (12) n Cartesan coordnate. U = 0 (11) 383

13 384 = u u U U p U U t U ρ µ ρ ρ (12) where: u s man aal velocty and U s bulk velocty. The Transport equatons for ε k model are for k, ( ) ( ) k k b k k t S Y p p k ku k t = ρε σ µ µ ρ ρ (13) And For ε, ( ) ( ) ( ) ε ε ε ε ε ε ρ ε ε σ µ µ ρε ρε S k C P C P k C u t b k t = (14) Fgure (13) Turbulent Intensty for Fgure (14) Turbulent Intensty for 5618 lt/hr wth dfferent radal values. dfferent Aal flows wth radal 899 lt/hr. Fgure 13 represents turbulent ntensty for a fed aal flow of 5618 lt/hr wth dfferent radal flow values of 93.44, 467 and 841 lt/hr. As a consequence, usng an optmzed power curve ft s the best ft for every ndvdual case over the new upper and lower lmts. It has a hgher value of turbulent ntensty at the nlet of the wellbore for all the three tests, and lower value of turbulent ntensty n the flow along the wellbore. Fgure 14 represents turbulent ntensty for a fed radal flow of 899 lt/hr wth dfferent aal flow values of 2318, 3836, and 5618 lt/hr. Power curve ft was appled, and resultant curves were shown and compared wth the curves from fgure 15. The curves for varyng aal flows wth fed radal flow show that there s a sharp drop n turbulent ntensty. Fgure 15 shows the comparson between the numercal smulatons (present work) wth epermental work (Su and Gudmundsson, 1998). It s observed that the graphs drawn for the epermental work and the numercal smulatons are appearng to have smlar behavor but the values are

14 dfferent between the three tests. The percentage error for test 2 wth rangng from 42.44% at zero of the total flow rate rato and decreasng to 1.4% at for total flow rate rato and then the values of total pressure drop of the present work ncreasng so that the percentage error ncreases from 4.4% to 7.4%. The percentage error for test 2 wth rangng from 42.39% at zero of the total flow rate rato and decreasng to 3.1% at for total flow rate rato and then, the values of total pressure drop of present work ncreasng so that the percentage error ncreases from 5.9% to 16.5%. Fnally, for test 3 rangng from 42.24% at zero of the total flow rate rato and decreasng to 14.4% at for total flow rate rato and then the values of total pressure drop of the present work ncreasng so that the percentage error ncreases from 2.8% to 33.8%. The total pressure drop values of the epermental work were obvously larger than those of present work. After a certan value of the total flow rate rato, the values of the total pressure drop ncreased. Ths was because the perforaton densty of epermental work [9] was twce and a half larger than of the present work. Fgure (15) Comparson of numercal smulaton and epermental data (Su and Gudmundsson, 1998). 5. Concluson Numercal smulatons have been carred out on the flow n a partly perforated ppe wth nflow through the perforatons. The geometry of the ppe that was used appromately smlar to the ppe used n the eperment (Su and Gudmundsson, 1998), ecept the ptch of the perforatons was 30 mm wth a perforaton dameter of 4 mm and perforaton densty of 6 (SPF) nstead of a perforaton dameter of 3 mm and 12 (SPE) as adopted n the epermental test rg. 1- The total pressure drop n the perforated secton of the ppe ncreased wth ncrease n the flow rate rato, but the value of the total pressure drop n the whole ppe was greater than the value n the perforated secton. 385

15 2- A large amount of numercal data was acqured. The Reynolds numbers were n the range appromately from 28,000 to 90, The addtonal pressure drop decreases as the flow rate rato ncreased. The addtonal pressure drop was of a negatve value after 0.04 of total flow rate rato (q) whch resulted from a total pressure drop, but the addtonal pressure drop resultng from the pressure drop was stll of a postve value wth ncrease n the total flow rate rato. 4- The aal velocty ncreased at the end of the perforated secton due to flow through perforatons. 5- The values of the total pressure drop n the whole ppe were larger than the values n the perforated secton. 6- The total pressure drop values of the epermental work were obvously larger than those of the present work due to the dfference n perforaton densty. 7- Numercal results have demonstrated that the number of perforatons have relatonshp wth ncrease or decrease n the total pressure drop. The ncreases n perforatons number are ncreased n the total pressure drop and vce versa. 8- The numercal results agreed wth the epermental work (Su and Gudmundsson, 1998). Acknowledgements To all the people who helped me, thank you. Thank you for my specal apprecaton to Prof. T.V.K. Bhanuprakash for provdng numerous answers to my countless questons. Nomenclature C 1ε, Standard k-epslon model constant u velocty (fluct. th comp.) [m/s] [-] C 2ε Standard k-epslon model constant u average aal velocty at nlet 1 [-] [m/s] C k Standard k-epslon model constant u average aal velocty at outlet 2 [-] [m/s] D ppe nner dameter [m] U bulk velocty [m/s] length between perforatons [m] f frcton factor [-] L k turbulent knetc energy [m 2 /s 2 ] Ρ total pressure drop [Pa] P b effect of buoyancy [-] P k producton of k [-] S t modulus of the mean rate of stran tensor [-] tme [s] Ρ pressure drop due to momentum acc. [Pa] Ρ addtonal pressure drop [Pa] add Ρ Press. drop due to perforaton perfo roughness Ρ pressure drop due to flud mng mng [Pa] 386

16 u man aal velocty [m/s] Ρ pressure drop due to wall frcton wall [Pa] Greek conventons ε turbulent dsspaton rate [m 2 /s 3 ] μ dynamc vscosty [kg/ms] σ k turbulent Prandtl number for k [-] µ t turbulent vscosty [kg/ms] σ ε turbulent Prandtl number for ε [-] ρ Densty [kg/m 3 ] References: Su, Z. and Gudmundsson, J.S. Pressure Drop n Perforated Ppes, PROFIT Proected Summary Reports, Norwegan Petroleum Drectorate, Stavanger (1995). Su, Z. and Gudmundsson, J.S. Pressure Drop n Perforated Ppes, report, Department of Petroleum Engneerng and Appled Geophyscs, U. Trondhem, Norway (1995). L-B Ouyang, S. Arbab, and K. Azz. General Wellbore Flow Model for Horzontal, Vertcal and Slanted Well Comletons. In The 71 st Annual SPE Techncal Conference Ehbton, Denver, Colorado, Paper SPE L-B Ouyang, S. Arbab, and K. Azz. A Sngle Phase Wellbore Flow Model for Horzontal, Vertcal, and Slanted Wells. SPE Journal, pp , Kloster, J. Epermental Research on Flow Resstance n Perforated Ppe, Master thess, Norwegan Int. of Technology, Trondhem, Norway, Ashem, H. et al. A Flow Resstance Correlaton for Completed Wellbore, J. Petrol. Sc. Eng., 1992, 8 (2), pp Ihara, M. et al. Flow n Horzontal Wellbores wth Influ through Porous Walls, paper SPE presented at the 1994 SPE Annual Techncal Conference and Ehbton, New Orleans, September. Su, Z. and Gudmundsson, J.S. Frcton Factor of Perforaton Roughness n Ppes, SPE Presented at the SPE 68 th Annual Techncal Conference and Ehbton, Houston, TX, USA, 3-6 October, Su, Z. and Gudmundsson, J.S. Perforaton Inflow Reduces Frctonal Pressure Loss n Horzontal Wellbore, Journal of Petroleum Scence and Engneerng, 19, pp , Whte, F. M. Flud Mechancs. McGraw-Hll, Inc., Haaland, S.E., Smple and Eplct Formulas for the Frcton Factor n Turbulent Ppe Flow. Journal of Fluds Engneerng, Vol. 105, March Yula Tang. Optmzaton of Horzontal Well Completon. Ph.D. Dssertaton, The Unversty of Tulsa, Lang-Bao Ouyang, Sepehr Arbab, and Khald Azz. Sngle Phase Flud Flow n a Wellbore. Annual Techncal Report, Stanford Unversty,

Numerical analysis of fluid flow properties in a partially perforated horizontal wellbore

Numerical analysis of fluid flow properties in a partially perforated horizontal wellbore Amercan Journal of Energy Engneerng 2014; 2(6): 133-140 Publshed onlne December 23, 2014 (http://wwwscencepublshnggroupcom/j/ajee) do: 1011648/jajee2014020612 ISSN: 2329-1648 (Prnt); ISSN: 2329-163X (Onlne)

More information

A Comparison of the Density Perforations for the horizontal Wellbore

A Comparison of the Density Perforations for the horizontal Wellbore Mohammed Abdulwahd, Sadoun Dakhl, Nranjan Kumar A Comparson o the Densty Perorans or the horzontal Wellbore MOHAMMED ABDULWAHID (AUTHOR) Marne Engneerng Department Andhra Unversty Vsakhapatnam INDIA mohw00@yahoo.com

More information

A Numerical Study of Heat Transfer and Fluid Flow past Single Tube

A Numerical Study of Heat Transfer and Fluid Flow past Single Tube A Numercal Study of Heat ransfer and Flud Flow past Sngle ube ZEINAB SAYED ABDEL-REHIM Mechancal Engneerng Natonal Research Center El-Bohos Street, Dokk, Gza EGYP abdelrehmz@yahoo.com Abstract: - A numercal

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

Normally, in one phase reservoir simulation we would deal with one of the following fluid systems:

Normally, in one phase reservoir simulation we would deal with one of the following fluid systems: TPG4160 Reservor Smulaton 2017 page 1 of 9 ONE-DIMENSIONAL, ONE-PHASE RESERVOIR SIMULATION Flud systems The term sngle phase apples to any system wth only one phase present n the reservor In some cases

More information

Simulation of Flow Pattern in Open Channels with Sudden Expansions

Simulation of Flow Pattern in Open Channels with Sudden Expansions Research Journal of Appled Scences, Engneerng and Technology 4(19): 3852-3857, 2012 ISSN: 2040-7467 Maxwell Scentfc Organzaton, 2012 Submtted: May 11, 2012 Accepted: June 01, 2012 Publshed: October 01,

More information

STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS

STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS Blucher Mechancal Engneerng Proceedngs May 0, vol., num. www.proceedngs.blucher.com.br/evento/0wccm STUDY ON TWO PHASE FLOW IN MICRO CHANNEL BASED ON EXPERI- MENTS AND NUMERICAL EXAMINATIONS Takahko Kurahash,

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

More information

Publication 2006/01. Transport Equations in Incompressible. Lars Davidson

Publication 2006/01. Transport Equations in Incompressible. Lars Davidson Publcaton 2006/01 Transport Equatons n Incompressble URANS and LES Lars Davdson Dvson of Flud Dynamcs Department of Appled Mechancs Chalmers Unversty of Technology Göteborg, Sweden, May 2006 Transport

More information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1

More information

in a horizontal wellbore in a heavy oil reservoir

in a horizontal wellbore in a heavy oil reservoir 498 n a horzontal wellbore n a heavy ol reservor L Mngzhong, Wang Ypng and Wang Weyang Abstract: A novel model for dynamc temperature dstrbuton n heavy ol reservors s derved from and axal dfference equatons

More information

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS

More information

FORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO

FORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO ISTP-,, PRAGUE TH INTERNATIONAL SYMPOSIUM ON TRANSPORT PHENOMENA FORCED CONVECTION HEAT TRANSFER FROM A RECTANGULAR CYLINDER: EFFECT OF ASPECT RATIO Mohammad Rahnama*, Seyed-Mad Hasheman*, Mousa Farhad**

More information

Principles of Food and Bioprocess Engineering (FS 231) Solutions to Example Problems on Heat Transfer

Principles of Food and Bioprocess Engineering (FS 231) Solutions to Example Problems on Heat Transfer Prncples of Food and Boprocess Engneerng (FS 31) Solutons to Example Problems on Heat Transfer 1. We start wth Fourer s law of heat conducton: Q = k A ( T/ x) Rearrangng, we get: Q/A = k ( T/ x) Here,

More information

DUE: WEDS FEB 21ST 2018

DUE: WEDS FEB 21ST 2018 HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant

More information

/ n ) are compared. The logic is: if the two

/ n ) are compared. The logic is: if the two STAT C141, Sprng 2005 Lecture 13 Two sample tests One sample tests: examples of goodness of ft tests, where we are testng whether our data supports predctons. Two sample tests: called as tests of ndependence

More information

The Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially

The Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially Open Journal of Flud Dynamcs, 2015, 5, 183-187 Publshed Onlne June 2015 n ScRes. http://www.scrp.org/journal/ojfd http://dx.do.org/10.4236/ojfd.2015.52020 The Tangental Force Dstrbuton on Inner Cylnder

More information

Operating conditions of a mine fan under conditions of variable resistance

Operating conditions of a mine fan under conditions of variable resistance Paper No. 11 ISMS 216 Operatng condtons of a mne fan under condtons of varable resstance Zhang Ynghua a, Chen L a, b, Huang Zhan a, *, Gao Yukun a a State Key Laboratory of Hgh-Effcent Mnng and Safety

More information

CFD VALIDATION OF STRATIFIED TWO-PHASE FLOWS IN A HORIZONTAL CHANNEL

CFD VALIDATION OF STRATIFIED TWO-PHASE FLOWS IN A HORIZONTAL CHANNEL CFD VALIDATION OF STRATIFIED TWO-PHASE FLOWS IN A HORIZONTAL CHANNEL 1. Introducton Chrstophe Vallée and Thomas Höhne In dfferent scenaros of small break Loss of Coolant Accdent (SB-LOCA), stratfed twophase

More information

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc

More information

Kernel Methods and SVMs Extension

Kernel Methods and SVMs Extension Kernel Methods and SVMs Extenson The purpose of ths document s to revew materal covered n Machne Learnng 1 Supervsed Learnng regardng support vector machnes (SVMs). Ths document also provdes a general

More information

Inductance Calculation for Conductors of Arbitrary Shape

Inductance Calculation for Conductors of Arbitrary Shape CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors

More information

Chapter 8. Potential Energy and Conservation of Energy

Chapter 8. Potential Energy and Conservation of Energy Chapter 8 Potental Energy and Conservaton of Energy In ths chapter we wll ntroduce the followng concepts: Potental Energy Conservatve and non-conservatve forces Mechancal Energy Conservaton of Mechancal

More information

Week 9 Chapter 10 Section 1-5

Week 9 Chapter 10 Section 1-5 Week 9 Chapter 10 Secton 1-5 Rotaton Rgd Object A rgd object s one that s nondeformable The relatve locatons of all partcles makng up the object reman constant All real objects are deformable to some extent,

More information

A large scale tsunami run-up simulation and numerical evaluation of fluid force during tsunami by using a particle method

A large scale tsunami run-up simulation and numerical evaluation of fluid force during tsunami by using a particle method A large scale tsunam run-up smulaton and numercal evaluaton of flud force durng tsunam by usng a partcle method *Mtsuteru Asa 1), Shoch Tanabe 2) and Masaharu Isshk 3) 1), 2) Department of Cvl Engneerng,

More information

Flow equations To simulate the flow, the Navier-Stokes system that includes continuity and momentum equations is solved

Flow equations To simulate the flow, the Navier-Stokes system that includes continuity and momentum equations is solved Smulaton of nose generaton and propagaton caused by the turbulent flow around bluff bodes Zamotn Krll e-mal: krart@gmal.com, cq: 958886 Summary Accurate predctons of nose generaton and spread n turbulent

More information

Turbulence classification of load data by the frequency and severity of wind gusts. Oscar Moñux, DEWI GmbH Kevin Bleibler, DEWI GmbH

Turbulence classification of load data by the frequency and severity of wind gusts. Oscar Moñux, DEWI GmbH Kevin Bleibler, DEWI GmbH Turbulence classfcaton of load data by the frequency and severty of wnd gusts Introducton Oscar Moñux, DEWI GmbH Kevn Blebler, DEWI GmbH Durng the wnd turbne developng process, one of the most mportant

More information

NUMERICAL SIMULATION OF FLOW OVER STEPPED SPILLWAYS

NUMERICAL SIMULATION OF FLOW OVER STEPPED SPILLWAYS ISSN: 345-3109 RCEE Research n Cvl and Envronmental Engneerng www.rcee.com Research n Cvl and Envronmental Engneerng 014 (04) 190-198 NUMERICAL SIMULATION OF FLOW OVER STEPPED SPILLWAYS Rasoul Daneshfaraz

More information

THE NEAR-WALL INFLUENCE ON THE FLOW AROUND A SINGLE SQUARE CYLINDER.

THE NEAR-WALL INFLUENCE ON THE FLOW AROUND A SINGLE SQUARE CYLINDER. THE NEAR-WALL INFLUENCE ON THE FLOW AROUND A SINGLE SQUARE CYLINDER. Campregher, Rubens Faculty of Mechancal Engneerng, FEMEC Federal Unversty of Uberlânda, UFU 38400-902 Uberlânda - Brazl campregher@mecanca.ufu.br

More information

INTERROGATING THE FLOW BEHAVIOUR IN A NOVEL MAGNETIC DESICCANT VENTILATION SYSTEM USING COMPUTATIONAL FLUID DYNAMICS (CFD)

INTERROGATING THE FLOW BEHAVIOUR IN A NOVEL MAGNETIC DESICCANT VENTILATION SYSTEM USING COMPUTATIONAL FLUID DYNAMICS (CFD) INTERROGATING THE FLOW BEHAVIOUR IN A NOVEL MAGNETIC DESICCANT VENTILATION SYSTEM USING COMPUTATIONAL FLUID DYNAMICS (CFD) Auwal Dodo*, Valente Hernandez-Perez, Je Zhu and Saffa Rffat Faculty of Engneerng,

More information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look

More information

Physics 181. Particle Systems

Physics 181. Particle Systems Physcs 181 Partcle Systems Overvew In these notes we dscuss the varables approprate to the descrpton of systems of partcles, ther defntons, ther relatons, and ther conservatons laws. We consder a system

More information

A Robust Method for Calculating the Correlation Coefficient

A Robust Method for Calculating the Correlation Coefficient A Robust Method for Calculatng the Correlaton Coeffcent E.B. Nven and C. V. Deutsch Relatonshps between prmary and secondary data are frequently quantfed usng the correlaton coeffcent; however, the tradtonal

More information

The Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites

The Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites 7 Asa-Pacfc Engneerng Technology Conference (APETC 7) ISBN: 978--6595-443- The Two-scale Fnte Element Errors Analyss for One Class of Thermoelastc Problem n Perodc Compostes Xaoun Deng Mngxang Deng ABSTRACT

More information

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion Assessment of Ste Amplfcaton Effect from Input Energy Spectra of Strong Ground Moton M.S. Gong & L.L Xe Key Laboratory of Earthquake Engneerng and Engneerng Vbraton,Insttute of Engneerng Mechancs, CEA,

More information

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850)

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850) hermal-fluds I Chapter 18 ransent heat conducton Dr. Prmal Fernando prmal@eng.fsu.edu Ph: (850) 410-6323 1 ransent heat conducton In general, he temperature of a body vares wth tme as well as poston. In

More information

Global Sensitivity. Tuesday 20 th February, 2018

Global Sensitivity. Tuesday 20 th February, 2018 Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values

More information

Electrical double layer: revisit based on boundary conditions

Electrical double layer: revisit based on boundary conditions Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer

More information

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number

More information

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge

More information

NUMERICAL MODEL FOR NON-DARCY FLOW THROUGH COARSE POROUS MEDIA USING THE MOVING PARTICLE SIMULATION METHOD

NUMERICAL MODEL FOR NON-DARCY FLOW THROUGH COARSE POROUS MEDIA USING THE MOVING PARTICLE SIMULATION METHOD THERMAL SCIENCE: Year 2018, Vol. 22, No. 5, pp. 1955-1962 1955 NUMERICAL MODEL FOR NON-DARCY FLOW THROUGH COARSE POROUS MEDIA USING THE MOVING PARTICLE SIMULATION METHOD Introducton by Tomok IZUMI a* and

More information

Airflow and Contaminant Simulation with CONTAM

Airflow and Contaminant Simulation with CONTAM Arflow and Contamnant Smulaton wth CONTAM George Walton, NIST CHAMPS Developers Workshop Syracuse Unversty June 19, 2006 Network Analogy Electrc Ppe, Duct & Ar Wre Ppe, Duct, or Openng Juncton Juncton

More information

Numerical Analysis of Heat Transfer and Pressure Drop in a Channel Equipped with Triangular Bodies in Side-By-Side Arrangement

Numerical Analysis of Heat Transfer and Pressure Drop in a Channel Equipped with Triangular Bodies in Side-By-Side Arrangement mercal Analyss of Heat Transfer and Pressure Drop n a Channel Equpped wth Trangular Bodes n Sde-By-Sde Arrangement E. Manay Department of Mechancal Engneerng, Faculty of Engneerng, Bayburt Unversty, Bayburt,

More information

ONE DIMENSIONAL TRIANGULAR FIN EXPERIMENT. Technical Advisor: Dr. D.C. Look, Jr. Version: 11/03/00

ONE DIMENSIONAL TRIANGULAR FIN EXPERIMENT. Technical Advisor: Dr. D.C. Look, Jr. Version: 11/03/00 ONE IMENSIONAL TRIANGULAR FIN EXPERIMENT Techncal Advsor: r..c. Look, Jr. Verson: /3/ 7. GENERAL OJECTIVES a) To understand a one-dmensonal epermental appromaton. b) To understand the art of epermental

More information

An Experimental and Numerical Study on Pressure Drop Coefficient of Ball Valves

An Experimental and Numerical Study on Pressure Drop Coefficient of Ball Valves A. Ozdomar, K. Turgut Gursel, Y. Pekbey, B. Celkag / Internatonal Energy Journal 8 (2007) An Expermental and Numercal Study on Pressure Drop Coeffcent of Ball Valves www.serd.at.ac.th/rerc A. Ozdamar*

More information

Energy configuration optimization of submerged propeller in oxidation ditch based on CFD

Energy configuration optimization of submerged propeller in oxidation ditch based on CFD IOP Conference Seres: Earth and Envronmental Scence Energy confguraton optmzaton of submerged propeller n oxdaton dtch based on CFD To cte ths artcle: S Y Wu et al 01 IOP Conf. Ser.: Earth Envron. Sc.

More information

Turbulent Flow in Curved Square Duct: Prediction of Fluid flow and Heat transfer Characteristics

Turbulent Flow in Curved Square Duct: Prediction of Fluid flow and Heat transfer Characteristics Internatonal Research Journal of Engneerng and Technology (IRJET) e-issn: 2395-56 Volume: 4 Issue: 7 July -217 www.ret.net p-issn: 2395-72 Turbulent Flow n Curved Square Duct: Predcton of Flud flow and

More information

2016 Wiley. Study Session 2: Ethical and Professional Standards Application

2016 Wiley. Study Session 2: Ethical and Professional Standards Application 6 Wley Study Sesson : Ethcal and Professonal Standards Applcaton LESSON : CORRECTION ANALYSIS Readng 9: Correlaton and Regresson LOS 9a: Calculate and nterpret a sample covarance and a sample correlaton

More information

Homogeneous model: Horizontal pipe and horizontal well. Flow loops can't duplicate field conditions. Daniel D. Joseph. April 2001

Homogeneous model: Horizontal pipe and horizontal well. Flow loops can't duplicate field conditions. Daniel D. Joseph. April 2001 Homogeneous model of producton of heavy ol through horzontal ppelnes and wells based on the Naver-Stokes equatons n the ppelne or the well and Darcy's law n the reservor Homogeneous model: Danel D. Joseph

More information

Uncertainty and auto-correlation in. Measurement

Uncertainty and auto-correlation in. Measurement Uncertanty and auto-correlaton n arxv:1707.03276v2 [physcs.data-an] 30 Dec 2017 Measurement Markus Schebl Federal Offce of Metrology and Surveyng (BEV), 1160 Venna, Austra E-mal: markus.schebl@bev.gv.at

More information

EN40: Dynamics and Vibrations. Homework 4: Work, Energy and Linear Momentum Due Friday March 1 st

EN40: Dynamics and Vibrations. Homework 4: Work, Energy and Linear Momentum Due Friday March 1 st EN40: Dynamcs and bratons Homework 4: Work, Energy and Lnear Momentum Due Frday March 1 st School of Engneerng Brown Unversty 1. The fgure (from ths publcaton) shows the energy per unt area requred to

More information

Introduction to Turbulence Modeling

Introduction to Turbulence Modeling Introducton to Turbulence Modelng Professor Ismal B. Celk West Vrgna nversty Ismal.Celk@mal.wvu.edu CFD Lab. - West Vrgna nversty I-1 Introducton to Turbulence CFD Lab. - West Vrgna nversty I-2 Introducton

More information

j) = 1 (note sigma notation) ii. Continuous random variable (e.g. Normal distribution) 1. density function: f ( x) 0 and f ( x) dx = 1

j) = 1 (note sigma notation) ii. Continuous random variable (e.g. Normal distribution) 1. density function: f ( x) 0 and f ( x) dx = 1 Random varables Measure of central tendences and varablty (means and varances) Jont densty functons and ndependence Measures of assocaton (covarance and correlaton) Interestng result Condtonal dstrbutons

More information

GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE

GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE GEOSYNTHETICS ENGINEERING: IN THEORY AND PRACTICE Prof. J. N. Mandal Department of cvl engneerng, IIT Bombay, Powa, Mumba 400076, Inda. Tel.022-25767328 emal: cejnm@cvl.tb.ac.n Module - 9 LECTURE - 48

More information

Comparison of Regression Lines

Comparison of Regression Lines STATGRAPHICS Rev. 9/13/2013 Comparson of Regresson Lnes Summary... 1 Data Input... 3 Analyss Summary... 4 Plot of Ftted Model... 6 Condtonal Sums of Squares... 6 Analyss Optons... 7 Forecasts... 8 Confdence

More information

High resolution entropy stable scheme for shallow water equations

High resolution entropy stable scheme for shallow water equations Internatonal Symposum on Computers & Informatcs (ISCI 05) Hgh resoluton entropy stable scheme for shallow water equatons Xaohan Cheng,a, Yufeng Ne,b, Department of Appled Mathematcs, Northwestern Polytechncal

More information

Adiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram

Adiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram Adabatc Sorpton of Ammona-Water System and Depctng n p-t-x Dagram J. POSPISIL, Z. SKALA Faculty of Mechancal Engneerng Brno Unversty of Technology Techncka 2, Brno 61669 CZECH REPUBLIC Abstract: - Absorpton

More information

Spin-rotation coupling of the angularly accelerated rigid body

Spin-rotation coupling of the angularly accelerated rigid body Spn-rotaton couplng of the angularly accelerated rgd body Loua Hassan Elzen Basher Khartoum, Sudan. Postal code:11123 E-mal: louaelzen@gmal.com November 1, 2017 All Rghts Reserved. Abstract Ths paper s

More information

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth

More information

Lecture Note 3. Eshelby s Inclusion II

Lecture Note 3. Eshelby s Inclusion II ME340B Elastcty of Mcroscopc Structures Stanford Unversty Wnter 004 Lecture Note 3. Eshelby s Incluson II Chrs Wenberger and We Ca c All rghts reserved January 6, 004 Contents 1 Incluson energy n an nfnte

More information

A PROCEDURE FOR SIMULATING THE NONLINEAR CONDUCTION HEAT TRANSFER IN A BODY WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY.

A PROCEDURE FOR SIMULATING THE NONLINEAR CONDUCTION HEAT TRANSFER IN A BODY WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY. Proceedngs of the th Brazlan Congress of Thermal Scences and Engneerng -- ENCIT 006 Braz. Soc. of Mechancal Scences and Engneerng -- ABCM, Curtba, Brazl,- Dec. 5-8, 006 A PROCEDURE FOR SIMULATING THE NONLINEAR

More information

SIMULATION OF WAVE PROPAGATION IN AN HETEROGENEOUS ELASTIC ROD

SIMULATION OF WAVE PROPAGATION IN AN HETEROGENEOUS ELASTIC ROD SIMUATION OF WAVE POPAGATION IN AN HETEOGENEOUS EASTIC OD ogéro M Saldanha da Gama Unversdade do Estado do o de Janero ua Sào Francsco Xaver 54, sala 5 A 559-9, o de Janero, Brasl e-mal: rsgama@domancombr

More information

Grid Generation around a Cylinder by Complex Potential Functions

Grid Generation around a Cylinder by Complex Potential Functions Research Journal of Appled Scences, Engneerng and Technolog 4(): 53-535, 0 ISSN: 040-7467 Mawell Scentfc Organzaton, 0 Submtted: December 0, 0 Accepted: Januar, 0 Publshed: June 0, 0 Grd Generaton around

More information

Indeterminate pin-jointed frames (trusses)

Indeterminate pin-jointed frames (trusses) Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all

More information

χ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body

χ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body Secton.. Moton.. The Materal Body and Moton hyscal materals n the real world are modeled usng an abstract mathematcal entty called a body. Ths body conssts of an nfnte number of materal partcles. Shown

More information

Physics 207: Lecture 20. Today s Agenda Homework for Monday

Physics 207: Lecture 20. Today s Agenda Homework for Monday Physcs 207: Lecture 20 Today s Agenda Homework for Monday Recap: Systems of Partcles Center of mass Velocty and acceleraton of the center of mass Dynamcs of the center of mass Lnear Momentum Example problems

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015)

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015) Internatonal Power, Electroncs and Materals Engneerng Conference (IPEMEC 2015) Dynamc Model of Wnd Speed Dstrbuton n Wnd Farm Consderng the Impact of Wnd Drecton and Interference Effects Zhe Dong 1, a,

More information

FINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION

FINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION VOL. 6, NO. 3, MARCH 0 ISSN 89-6608 006-0 Asan Research Publshng Network (ARPN). All rghts reserved. FINITE DIFFERENCE ANALYSIS OF CURVED DEEP BEAMS ON WINKLER FOUNDATION Adel A. Al-Azzaw and Al S. Shaker

More information

Week 8: Chapter 9. Linear Momentum. Newton Law and Momentum. Linear Momentum, cont. Conservation of Linear Momentum. Conservation of Momentum, 2

Week 8: Chapter 9. Linear Momentum. Newton Law and Momentum. Linear Momentum, cont. Conservation of Linear Momentum. Conservation of Momentum, 2 Lnear omentum Week 8: Chapter 9 Lnear omentum and Collsons The lnear momentum of a partcle, or an object that can be modeled as a partcle, of mass m movng wth a velocty v s defned to be the product of

More information

Introduction to Computational Fluid Dynamics

Introduction to Computational Fluid Dynamics Introducton to Computatonal Flud Dynamcs M. Zanub 1, T. Mahalakshm 2 1 (PG MATHS), Department of Mathematcs, St. Josephs College of Arts and Scence for Women-Hosur, Peryar Unversty 2 Assstance professor,

More information

Research & Reviews: Journal of Engineering and Technology

Research & Reviews: Journal of Engineering and Technology Research & Revews: Journal of Engneerng and Technology Case Study to Smulate Convectve Flows and Heat Transfer n Arcondtoned Spaces Hussen JA 1 *, Mazlan AW 1 and Hasanen MH 2 1 Department of Mechancal

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng

More information

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding. Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays

More information

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA 14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton

More information

Lecture 3 Stat102, Spring 2007

Lecture 3 Stat102, Spring 2007 Lecture 3 Stat0, Sprng 007 Chapter 3. 3.: Introducton to regresson analyss Lnear regresson as a descrptve technque The least-squares equatons Chapter 3.3 Samplng dstrbuton of b 0, b. Contnued n net lecture

More information

This column is a continuation of our previous column

This column is a continuation of our previous column Comparson of Goodness of Ft Statstcs for Lnear Regresson, Part II The authors contnue ther dscusson of the correlaton coeffcent n developng a calbraton for quanttatve analyss. Jerome Workman Jr. and Howard

More information

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI

More information

MATH 5630: Discrete Time-Space Model Hung Phan, UMass Lowell March 1, 2018

MATH 5630: Discrete Time-Space Model Hung Phan, UMass Lowell March 1, 2018 MATH 5630: Dscrete Tme-Space Model Hung Phan, UMass Lowell March, 08 Newton s Law of Coolng Consder the coolng of a well strred coffee so that the temperature does not depend on space Newton s law of collng

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

Negative Binomial Regression

Negative Binomial Regression STATGRAPHICS Rev. 9/16/2013 Negatve Bnomal Regresson Summary... 1 Data Input... 3 Statstcal Model... 3 Analyss Summary... 4 Analyss Optons... 7 Plot of Ftted Model... 8 Observed Versus Predcted... 10 Predctons...

More information

GeoSteamNet: 2. STEAM FLOW SIMULATION IN A PIPELINE

GeoSteamNet: 2. STEAM FLOW SIMULATION IN A PIPELINE PROCEEDINGS, Thrty-Ffth Workshop on Geothermal Reservor Engneerng Stanford Unversty, Stanford, Calforna, February 1-3, 010 SGP-TR-188 GeoSteamNet:. STEAM FLOW SIMULATION IN A PIPELINE Mahendra P. Verma

More information

Influence of longitudinal and transverse bulkheads on ship grounding resistance and damage size

Influence of longitudinal and transverse bulkheads on ship grounding resistance and damage size Proceedngs of the ICCGS 2016 15-18 June, 2016 Unversty of Ulsan, Ulsan, Korea Influence of longtudnal and transverse bulkheads on shp groundng resstance and damage sze Martn Henvee 1), Krstjan Tabr 1),

More information

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems Mathematca Aeterna, Vol. 1, 011, no. 06, 405 415 Applcaton of B-Splne to Numercal Soluton of a System of Sngularly Perturbed Problems Yogesh Gupta Department of Mathematcs Unted College of Engneerng &

More information

SCALARS AND VECTORS All physical quantities in engineering mechanics are measured using either scalars or vectors.

SCALARS AND VECTORS All physical quantities in engineering mechanics are measured using either scalars or vectors. SCALARS AND ECTORS All phscal uanttes n engneerng mechancs are measured usng ether scalars or vectors. Scalar. A scalar s an postve or negatve phscal uantt that can be completel specfed b ts magntude.

More information

modeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products

modeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products modelng of equlbrum and dynamc mult-component adsorpton n a two-layered fxed bed for purfcaton of hydrogen from methane reformng products Mohammad A. Ebrahm, Mahmood R. G. Arsalan, Shohreh Fatem * Laboratory

More information

Analysis of the Magnetomotive Force of a Three-Phase Winding with Concentrated Coils and Different Symmetry Features

Analysis of the Magnetomotive Force of a Three-Phase Winding with Concentrated Coils and Different Symmetry Features Analyss of the Magnetomotve Force of a Three-Phase Wndng wth Concentrated Cols and Dfferent Symmetry Features Deter Gerlng Unversty of Federal Defense Munch, Neubberg, 85579, Germany Emal: Deter.Gerlng@unbw.de

More information

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

TURBULENT FLOW A BEGINNER S APPROACH. Tony Saad March

TURBULENT FLOW A BEGINNER S APPROACH. Tony Saad March TURBULENT FLOW A BEGINNER S APPROACH Tony Saad March 2004 http://tsaad.uts.edu - tsaad@uts.edu CONTENTS Introducton Random processes The energy cascade mechansm The Kolmogorov hypotheses The closure problem

More information

Temperature. Chapter Heat Engine

Temperature. Chapter Heat Engine Chapter 3 Temperature In prevous chapters of these notes we ntroduced the Prncple of Maxmum ntropy as a technque for estmatng probablty dstrbutons consstent wth constrants. In Chapter 9 we dscussed the

More information

A NUMERICAL STUDY OF HEAT TRANSFER AND FLUID FLOW IN A BANK OF TUBES WITH INTEGRAL WAKE SPLITTER

A NUMERICAL STUDY OF HEAT TRANSFER AND FLUID FLOW IN A BANK OF TUBES WITH INTEGRAL WAKE SPLITTER INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY (IJMET) ISSN 0976 6340 (Prnt) ISSN 0976 6359 (Onlne) Volume 5, Issue 12, December (2014), pp. 36-46 IAEME: www.aeme.com/ijmet.asp Journal

More information

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4)

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4) I. Classcal Assumptons Econ7 Appled Econometrcs Topc 3: Classcal Model (Studenmund, Chapter 4) We have defned OLS and studed some algebrac propertes of OLS. In ths topc we wll study statstcal propertes

More information

Note 10. Modeling and Simulation of Dynamic Systems

Note 10. Modeling and Simulation of Dynamic Systems Lecture Notes of ME 475: Introducton to Mechatroncs Note 0 Modelng and Smulaton of Dynamc Systems Department of Mechancal Engneerng, Unversty Of Saskatchewan, 57 Campus Drve, Saskatoon, SK S7N 5A9, Canada

More information

Chapter 13: Multiple Regression

Chapter 13: Multiple Regression Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to

More information

EXAMPLES of THEORETICAL PROBLEMS in the COURSE MMV031 HEAT TRANSFER, version 2017

EXAMPLES of THEORETICAL PROBLEMS in the COURSE MMV031 HEAT TRANSFER, version 2017 EXAMPLES of THEORETICAL PROBLEMS n the COURSE MMV03 HEAT TRANSFER, verson 207 a) What s eant by sotropc ateral? b) What s eant by hoogeneous ateral? 2 Defne the theral dffusvty and gve the unts for the

More information

Cokriging Partial Grades - Application to Block Modeling of Copper Deposits

Cokriging Partial Grades - Application to Block Modeling of Copper Deposits Cokrgng Partal Grades - Applcaton to Block Modelng of Copper Deposts Serge Séguret 1, Julo Benscell 2 and Pablo Carrasco 2 Abstract Ths work concerns mneral deposts made of geologcal bodes such as breccas

More information

FREQUENCY DISTRIBUTIONS Page 1 of The idea of a frequency distribution for sets of observations will be introduced,

FREQUENCY DISTRIBUTIONS Page 1 of The idea of a frequency distribution for sets of observations will be introduced, FREQUENCY DISTRIBUTIONS Page 1 of 6 I. Introducton 1. The dea of a frequency dstrbuton for sets of observatons wll be ntroduced, together wth some of the mechancs for constructng dstrbutons of data. Then

More information