Conduction Shape Factor Models for Three-Dimensional Enclosures

Size: px
Start display at page:

Download "Conduction Shape Factor Models for Three-Dimensional Enclosures"

Transcription

1 JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER Vol. 19, No. 4, October December 005 Conducton Shape Factor Models for Three-Dmensonal Enclosures P. Teertstra, M. M. Yovanovch, and J. R. Culham Unversty of Waterloo, Waterloo, Ontaro NL G1, Canada Analytcal models are presented for conducton shape factors for three-dmensonal regons formed between an sothermal, arbtrarly shaped body and ts concentrc, arbtrarly shaped surroundng enclosure. The model s based on the exact soluton for the concentrc spheres, and two methods are developed to predct the effectve gap spacng. The models are valdated usng exstng numercal data from the lterature and data from smulatons performed usng a commercal computatonal flud dynamcs software package. The models are shown to be n excellent agreement wth the data for all enclosures wth geometrcally smlar boundary shape, wthn % rms. For enclosures formed between dfferent boundary shapes, the models are shown to be accurate wthn 5% rms when the mnmum aspect rato, that s, the smallest outer boundary dmenson over the largest nner dmenson, s greater than 1.5. Nomenclature A area, m a, b, c cubod sde dmensons, m d dameter, m k thermal conductvty, W/mK L general characterstc length, m m combnaton parameter n outward facng normal vector Q total heat flow rate, W R thermal resstance, K/W r general radal coordnate S conducton shape factor, m SL dmensonless conducton shape factor, SL/A s cube sde length, m T temperature, C V enclosed volume, m x, y, z Cartesan coordnates δ gap spacng, (d o d )/, m ρ local radal poston, m φ,θ sphercal coordnates ψ dmensonless temperature rse Subscrpts e effectve nner o outer full-space lmt Introducton ANALYTICAL models for conducton shape factors for threedmensonal regons formed between an arbtrarly shaped, Presented as Paper at the 41st Aerospace Scences Meetng and Exhbt, Reno, NV, 6 9 January 00; receved September 004; revson receved December 004; accepted for publcaton 4 December 004. Copyrght c 005 by the Amercan Insttute of Aeronautcs and Astronautcs, Inc. All rghts reserved. Copes of ths paper may be made for personal or nternal use, on condton that the coper pay the $10.00 per-copy fee to the Copyrght Clearance Center, Inc., Rosewood Drve, Danvers, MA 019; nclude the code /05 $10.00 n correspondence wth the CCC. Research Assstant Professor, Mcroelectroncs Heat Transfer Laboratory, Department of Mechancal Engneerng; pmt@mhtl.uwaterloo.ca. Dstngushed Professor Emertus, Mcroelectroncs Heat Transfer Laboratory, Department of Mechancal Engneerng; mmyov@ mhtl.uwaterloo.ca. Fellow AIAA. Assocate Professor, Drector Mcroelectroncs Heat Transfer Laboratory, Department of Mechancal Engneerng; rx@mhtl.uwaterloo.ca. 57 heated body and ts surroundng, cooled enclosure are of nterest to thermal desgners of sealed enclosures for mcroelectroncs applcatons. Analytcal heat transfer models can be used to predct quckly and accurately operatng temperatures of crcut boards and components n the enclosure, provdng a tool for parametrc studes and tradeoff analyses durng the prelmnary desgn process. An mportant step n the formulaton of natural convecton models for these applcatons s the development of conducton models n the enclosed regon. The problem of nterest n the current study nvolves steady-state conducton n the sotropc regon bounded by concentrc, arbtrarly shaped sothermal boundares, as shown n Fg. 1. Geometres examned nclude enclosed regons between smlar body shapes wth constant or near-constant gap thckness, as well as enclosures wth dfferent nner and outer boundary shapes. Numercal data are avalable n the lterature for steady-state conducton for a lmted set of enclosure geometres. Hassan 1 presents data for the concentrc crcular cylnders and the concentrc baseattached cones for a wde range of gap spacng. Warrngton et al. present numercal data for enclosures formed between dfferent concentrc boundary shapes for two cases: the cube n a sphercal enclosure and the sphere n a cubcal enclosure. The only analytcal model for the conducton shape factor n the lterature s presented by Hassan and Hollands for the dmensonal shape factor S for three-dmensonal enclosure geometres wth unform gap spacng, S ( S m 0 + Sm ) 1/m (1) where S for the sphere s used to approxmate all body shapes S.51 A and S 0 s approxmated based on one-dmensonal heat transfer S 0 A /δ where δ s the mnmum value of the gap spacng. The blended combnaton n Eq. (1) reduces to lnear superposton, m 1, for the concentrc spheres. However, for boundary shapes where corners are present, such as the concentrc cubes, a combnaton parameter value m > 1sntroduced. The values for m are dependent on geometry and are determned from a correlaton of numercal data as a functon of the nner body surface area, aspect rato, and the enclosed volume. The model s restrcted to enclosed regons formed between geometrcally smlar boundary shapes, such that the gap spacng s unform. There are currently no analytcal models avalable n the lterature that address the problem of conducton for an enclosure wth a nonunform gap spacng.

2 58 TEERTSTRA, YOVANOVICH, AND CULHAM Fg. 1 Schematc of physcal problem. The objectve of the current study s to develop analytcal models for the conducton shape factor for the general case of enclosures formed between two arbtrarly shaped, sothermal boundares. These models wll be valdated usng the avalable numercal data from the lterature, as well as data from a commercal computatonal flud dynamcs (CFD) package for a varety of dfferent boundary shapes. Problem Defnton The conducton shape factor S s defned by Yovanovch 4 for an solated, three-dmensonal body shape based on an area ntegral of the temperature gradent along an outward facng normal n from the body surface, S A ψ n da () A For the partcular problem of the three-dmensonal enclosure formed between a heated nner and cooled outer boundary, the ntegral s evaluated at the nner surface A where the dmensonless temperature rse ψ s defned as ψ [T (r) T o ]/(T T o ) () The shape factor s nondmensonalzed usng the general scale length L, asfollows: S L SL L ψ da (4) A A n A A The dmensonless shape factor s related to the thermal resstance R and total heat transfer rate Q by S L L ka R QL (5) ka (T T o ) The square root of the nner body surface area s selected as the characterstc length, L A, such that 1 / k A R Q /[ k A (T T o ) ] (6) Fgure presents the range of dfferent nner body shapes examned n ths work and shows the notaton used to descrbe each of the dmensons. Smlar notaton s used for the dmensons of the outer boundary shapes. Model Development The concentrc sphercal enclosure s a fundamental case of threedmensonal enclosures, where the thermal resstance can be determned usng the expresson presented n most heat transfer texts, 5 R (1/k)(1/d /d o ) (7) Usng Eq. (6) to relate the resstance to the dmensonless conducton shape factor gves S 1 k A R (8) (1 d /d o ) Fg. Inner and outer boundary shapes. However, the asymptotc characterstcs of the shape factor soluton for small and large values of aspect rato d /d o can be demonstrated more effectvely by ntroducng the gap thckness δ, defned as δ (d o d )/ (9) Substtutng d o d + δ nto the expresson for thermal resstance gves R δ/kd (d + δ) (10) The correspondng dmensonless shape factor expresson s S 1 / k A R 1 / k d kd (d + δ)/δ / d δ + (11) Ths formulaton for S s a lnear superposton of two lmtng cases. For small values of gap spacng wth respect to the nner body dameter, δ/d, the frst term n Eq. (11) s domnant, correspondng to one-dmensonal planar resstance. For large δ/d, S tends to a constant value correspondng to the dmensonless conducton shape factor for a sphere n a full-space regon. When t s noted that the numerator of the frst term n Eq. (11) corresponds to A for the sphere, a general model for dmensonless conducton shape factor for three-dmensonal enclosures s proposed based on the exact soluton for the concentrc spheres, ( / δe ) + S (1) where S s the conducton shape factor for the nner body n a full-space regon. Models, tabulated values, and correlatons for S are avalable for a varety of body shapes n techncal publcatons or handbooks. 4 Effectve Gap Spacng The effectve gap spacng n Eq. (1), δ e,sanexact value n the case of enclosures wth unform gap thckness, such as the concentrc spheres. However, for enclosures wth dfferent nner and outer boundary shapes or boundares wth sharp corners, approxmate models are requred to predct δ e.inthe proposed research study, two dfferent models for the effectve gap spacng are developed. For certan geometres, t s possble to calculate the local gap thckness as a functon of the angular poston n sphercal coordnates, where the orgn s concentrc wth the nner and outer boundares. For the partcular example of a cube n a sphercal enclosure, local gap thckness δ(φ,θ) s determned by δ(φ,θ) (d o /) ρ (φ, θ) (1) where ρ (φ, θ) maps one-quarter of the x s /face of the cube n sphercal coordnates, as shown n Fg., ρ (φ, θ) (s /) sn φ cos θ 0 θ 4, tan 1 sec θ φ (14)

3 TEERTSTRA, YOVANOVICH, AND CULHAM 59 Fg. Cube surface defnton n sphercal coordnates. shapes, such as the concentrc cubes or cylnders, the lower lmt on the ndependent parameter s V 1/ / A 0, where the conducton shape factor approaches nfnty as the nner and outer boundares come nto contact. However, when the nner and outer boundary shapes are dfferent, the lower lmt on V 1/ / A s a fnte, nonzero value. For the example of a sphere n a cubcal enclosure when the dameter of the nner sphere d equals the sde length of the cube s o, the total enclosed volume and ndependent parameter values are V s o (/6)d 0.476s o, V 1 / The mean value for the effectve gap spacng s determned by an area ntegraton n sphercal coordnates over the outer boundary A o : δ e 4 d o /4 / 0 tan 1 sec θ δ(φ,θ) d o 4 sn φ dφ dθ (15) The ntegral s solved numercally to determne δ e for dfferent combnatons of d o and s. For certan combnatons of boundary shapes, t may be dffcult to defne the local gap thckness as a mathematcal functon that can be ntegrated n the manner descrbed. In ths case, an alternate approxmate modelng technque called the two-rule method has been developed by the authors. In ths method, the effectve gap spacng s determned from the equvalent sphercal enclosure n whch the surface area of the nner boundary and the volume of the enclosed regon are preserved. The dameter of the equvalent nner sphere s found by d A / (16) The dameter of the equvalent outer sphercal boundary s related to the volume of the nner body V and the total enclosed volume V by d o [6(V + V )/] 1 (17) The volume of the nner sphere s related to ts area by V (/6)d A / 6 (18) The effectve gap spacng s determned by δ e d o d 1 [( [( 6V 6 V A + A ) 1 + 1) 1 ] ( ) 1 ] (19) Conducton Shape Factor Gven these two methods for calculatng the effectve gap spacng, the conducton shape factor can be determned based on Eq. (1). For the ntegral method, the conducton shape factor s ( / δe ) + S (0) where δ e s determned based on a numercal soluton to the ntegral, where necessary. In the case of the two-rule model, δ e from Eq. (19) can be substtuted nto Eq. (1) to yeld [ ( V 1 / ) ] 1 + S (1) where the dmensonless ndependent parameter V 1/ / A s selected to match the order of the terms appearng n the general model, Eq. (1). In cases nvolvng geometrcally smlar boundary As a result, the lmt of occurs when V 1 / A for the sphere n a cubcal enclosure. Model Applcaton and Valdaton To valdate the conducton shape factor models for a varety of nner and outer boundary confguratons, the followng test cases are presented. Geometrcally Smlar Boundary Shapes Three dfferent confguratons of enclosures wth geometrcally smlar boundares are examned: concentrc cubes, concentrc crcular cylnders, and concentrc base-attached double cones. For each confguraton, the rato of the nner to outer boundary dmensons are vared such that the range of the ndependent parameter s 0. V 1 / 5 The conducton shape factor s determned usng the two-rule model, Eq. (1), as a functon of the boundary dmensons defned n Fg.. Concentrc Cubes V s o s, A 6s ( /6 )[ (so /s ) ]} 1 + S () where the conducton shape factor for the solated cube n a fullspace doman s 4 S.91 Concentrc Crcular Cylnders, h/d 1 V 4 ( ) ( d o h o d h ), 4 d + d h where S s calculated by4 ( / 6 )[ (do /d ) ]} 1 + S () S (h /d ) h /d.44 (4) Concentrc Base-Attached, Double Cones, h/d 1 V 1( [ ] d o h o d h ), 4 d h [(do /d ) ] } 1 + S (5)

4 50 TEERTSTRA, YOVANOVICH, AND CULHAM Fg. 4 Geometrcally smlar boundary shapes. where S s determned from the correlaton,4 S h d h d h d h (6) d In Fg. 4, the model predctons for each of these enclosure confguratons are compared wth numercal data from Hassan 1 for the cylnders and base-attached double cones and from Warrngton et al. for the concentrc cubes, as well as for the exact soluton for the concentrc spheres. Fgure 4 demonstrates the excellent agreement between the two-rule model and the data, wth an rms dfference of.8% for the concentrc cubes and a dfference of less than 1% rms for both the cylnders and double cones. The use of V 1/ / A as the ndependent parameter and the square root of the nner body surface area as the scale length has effectvely collapsed all of the data and models to a sngle curve. Cube n Sphercal Enclosure The conducton shape factor for the regon formed between a cube and a concentrc, sphercal enclosure s modeled usng both the two-rule and ntegral methods. The rato of the nner to the outer boundary dmensons are vared over a range correspondng to the avalable data from Warrngton et al., 0.5 V 1 / When the two-rule model s used, the effectve gap spacng δ e and the dmensonless conducton shape factor S are determned usng Eqs. (19) and (0), δ e s V 6 d o s, A 6s {[( ) do + 6( 6 ) ] 1 6/} s (7) ( / 6 6 )[ (do /s ) 6/ ]} (8) Because the geometry of both the sphercal and cubcal boundares can be expressed n sphercal coordnates, the ntegral method can also be used n ths case. As descrbed by Eqs. (1) and (14), the local gap thckness can be determned as a functon of angular poston, and the effectve gap spacng s determned from an area Fg. 5 Cube n sphercal enclosure. average over the outer, sphercal boundary. The ntegral shown n Eq. (15) can be partally evaluated to the followng expresson: δ e s [ do ln ( 1 + ) ] + s /4 tan 1 sec θ dθ (9) s 0 cos θ whch can be evaluated numercally to gve [ δ e s 1 (d o/s ) ] (0) The conducton shape factor for the ntegral method s determned by substtutng Eq. (0) nto the general model for S, Eq. (0). Fgure 5 compares the predctons of the ntegral and two-rule models wth numercal data from Warrngton et al. The rato of the dameter of the sphercal enclosure and the cube sde length, d o /s, s also plotted vs V 1/ / A on the second y axs. There s good agreement between both models and the data; however, the ntegral model provdes a better ft of the data than the two-rule model, wthn % rms dfference over the full range of the dmensonless gap spacng. Sphere n Cubcal Enclosure For the sphere contaned wth a concentrc cubcal enclosure, both the two-rule and ntegral methods for predctng δ e and are compared wth the exstng numercal data. Applyng the tworule model to ths case gves the followng: V s o 6 d, δ e d [( 6 A d ) 1 ( ) ] so d (1) [ (6/) 1 s o / d ] + () For the ntegral method analyss, the effectve gap spacng s determned based on an area average on the nner sphercal surface by nterchangng d o wth d n Eq. (15), where δ(φ,θ) s δ(φ,θ) s o / sn φ cos θ d, 0 θ 4 tan 1 sec θ φ Partal evaluaton of the ntegral gves δ e s o ln ( 1 + ) s o /4 0 tan 1 sec θ cos θ dθ d () (4)

5 TEERTSTRA, YOVANOVICH, AND CULHAM 51 Fg. 7 Cubod n cubcal enclosure. Fg. 6 Sphere n cubcal enclosure. Evaluatng the ntegral numercally yelds [ ] δ e d (so /d ) (5) Fgure 6 compares the S data of Warrngton et al. wth both the two-rule and ntegral models, as well as the rato s o /d,asa functon of V 1/ / A. The agreement between the models and data s not as good as for the cube n a sphercal enclosure; however, for V 1/ A > 1, correspondng to s o /d >, the rms dfference between both models and the data s less than 5%. The error becomes more sgnfcant for smaller gap spacng, where the dameter of the nner sphere approaches that of the outer boundary, leadng to a local ncrease n heat transfer that s not accounted for n the model. Cubod n Cubcal Enclosure In the next test case, the conducton shape factor for a cubod wth dmensons a, b.785a, and c.175a n a concentrc cubcal enclosure s modeled. Because of the complexty of formulatng the lmts on the ntegraton for each of the faces of the cubod, the ntegral method wll not be used n ths example. The two-rule model s appled as follows: V s o abc, V 1 A ab + ac + bc ( / ) 1 s o abc (abc) 1 (1/a + 1/b + 1/c) (6) s calculated usng Eq. (0), where S s calculated usng the model presented by Yovanovch 4 and Culham et al. 6 for the cubod, whch gves S.469. The model s compared to numercal data from smulatons performed usng FLOTHERM, 7 a commercal fnte volume based CFD package. Full detals of the numercal procedure, ncludng a grd convergence study, are gven n the Appendx. The predctons of the two-rule model are compared wth the numercal data n Fg. 7. As n the precedng case, there s good agreement between the model and the data for values of V 1/ / A > 1, correspondng to s o /b > 1.5, wth an rms dfference of less than %. A more sgnfcant error occurs when V 1/ / A < 1, where the longest dmenson of the cubod approaches the sde length of the enclosure, s o /b < 1.4. The local ncrease n the heat transfer caused by the close proxmty of these surfaces s not accounted for n the model. Cylnder n Cubcal Enclosure The fnal test case nvolves a crcular cylnder, h /d 0.5, n a cubcal enclosure. The two-rule model formulaton for S s Fg. 8 Cylnder n cubcal enclosure. developed as follows: V s o ( ) 4 d h, A + d h 4 d [ V 1 (so /d o ) (/4)(h /d ) ] 1 (7) h /d + 1 Equaton (0) s used to determne S, where S s calculated for h /d 0.5 usng Eq. (4). The model predctons are valdated usng numercal results from smulatons performed usng FLOTHERM, as descrbed n the Appendx. Fgure 8 demonstrates the good agreement between the model and the data, wthn % rms for V 1/ / A > 0.8, correspondng to s o /d > 1.5. The maxmum dfference of 10% occurred when the dameter of the cylnder approaches the dmensons of the enclosure, s o /d 1.. Summary A general model has been presented for conducton shape factors between an arbtrarly shaped, sothermal nner body and ts surroundng, sothermal enclosure based on the exact soluton for the concentrc spheres. The model requres an effectve value of the gap spacng, and two approaches for determnng δ e, the ntegral method and the two-rule method, have been developed. The ntegral method provdes better agreement than the two-rule method wth the avalable numercal data; however, ts use s lmted to geometres where the local gap thckness and ntegraton lmts can be expressed mathematcally. The two-rule method s a general model, applcable n all cases where the enclosed volume and nner body surface area can be determned. The agreement between the two-rule model and the numercal data s excellent for all enclosures wth geometrcally smlar boundary shapes, wthn 1 % rms dfference n all cases examned n ths work. The two-rule model s also effectve n accurately predctng

6 5 TEERTSTRA, YOVANOVICH, AND CULHAM for enclosures wth dfferent nner and outer boundary shapes, wth an rms dfference of 5% n all cases when V 1/ / A > 1. The model s less accurate for certan geometres, such as the sphere n a cubcal enclosure, and the rato of the smallest outer body dmenson to the largest nner body dmensons, that s, s o /d, can be used to ndcate the range of applcaton of the model. In all cases, the accuracy of the two-rule model s sgnfcantly reduced when the correspondng rato of outer and nner dmensons s less than 1.5. In these stuatons, numercal smulaton may be requred to determne accurately the conducton shape factor. Appendx: Numercal Smulatons All numercal data for the cubod-n-cube and cylnder-n-cube enclosures were calculated usng FLOTHERM, 7 a commercal fnte volume-based CFD software package. The CFD modelng s performed n a three-dmensonal doman, and the mode of heat transfer s lmted to conducton only. The software uses an orthogonal grd n Cartesan coordnates and s well suted to problems nvolvng cubes and cubods; however, FLOTHERM also ncludes angled plates that are used to create complex objects, such as the crcular cylnder. The models for the cubod and the cylnder are smplfed by assumng one-eghth symmetry, wth adabatc boundary condtons mposed at all symmetry (x 0, y 0, and z 0) boundares and sothermal boundary condtons at all outer boundares, T o 5 C. The surface of the nner body s treated as an sothermal boundary condton, T 50 C. To vary the aspect rato of the enclosure, the Fg. A1 Grd convergence results for cylnder n cubcal enclosure. nner boundary dmensons are changed, whereas the outer boundary s held constant. A constant value for the thermal conductvty, k W/mK, s specfed for the regon between the source and the outer boundary. The software automatcally calculates the total heat flow rate crossng the nner boundary based on an area-weghted sum of the fluxes calculated from the local temperature gradent. Grd ndependence was verfed for the cylnder-n-cube confguraton for the test case d 60 mm, h 0 mm, and s o 14 mm. The total heat transfer rate s plotted as a functon of the number of control volumes n Fg. A1. The grd convergence study demonstrates that the use of approxmately 00,000 control volumes for the smulaton results n a soluton for Q that s ndependent of the number of grd ponts. All subsequent numercal smulatons were performed usng the same level of mesh refnement. The results of the FLOTHERM smulatons are expressed n terms of the total heat transfer rate for the one-eghth symmetry problem, Q 1/8.Tocompare these data wth the model predctons, the followng nondmensonalzaton s performed: S 8(Q 1/8 ) / k A T where values of k and T T T o are gven earler and A s the square root of the total nner boundary surface area. Acknowledgments The authors acknowledge the contnued fnancal support of Materals and Manufacturng Ontaro and the Centre for Mcroelectroncs Assembly and Packagng. References 1 Hassan, A. V., An Investgaton of Free Convectve Heat Transfer from Bodes of Arbtrary Shape, Ph.D. Dssertaton, Dept. of Mechancal Engneerng, Unv. of Waterloo, Waterloo, ON, Canada, Warrngton, R. O., Powe, R. E., and Mussulman, R. L., Steady Conducton n Three-Dmensonal Shell, Journal of Heat Transfer, Vol. 104, May 198, pp. 9, 94. Hassan, A. V., and Hollands, K. G. T., Conducton Shape Factor for a Regon of Unform Thckness Surroundng a Three Dmensonal Body of Arbtrary Shape, Journal of Heat Transfer, Vol. 11, May 1990, pp Yovanovch, M. M., Conducton and Thermal Contact Resstances (Conductances), Handbook of Heat Transfer, rd ed., edted by W. M. Rohsenow, J. P. Hartnett, and Y. Cho, McGraw Hll, New York, 1998, Chap., pp Incropera, F. P., and DeWtt, D. P., Fundamentals of Heat and Mass Transfer, 4th ed., Wley, New York, 1996, pp Culham, J. R., Yovanovch, M. M., Teertstra, P., Wang, C.-S., Refa- Ahmed, G., and Tan, R., Smplfed Analytcal Models for Forced Convecton Heat Transfer from Cubods of Arbtrary Shape, Journal of Electronc Packagng, Vol. 1, No., 001, pp FLOTHERM, Flomercs, Inc., Southboro, MA, 00.

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

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

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

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

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

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:

More 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

The Finite Element Method

The Finite Element Method The Fnte Element Method GENERAL INTRODUCTION Read: Chapters 1 and 2 CONTENTS Engneerng and analyss Smulaton of a physcal process Examples mathematcal model development Approxmate solutons and methods of

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

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

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

Lecture 12: Discrete Laplacian

Lecture 12: Discrete Laplacian Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly

More information

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES COMPUTATIONAL FLUID DYNAMICS: FDM: Appromaton of Second Order Dervatves Lecture APPROXIMATION OF SECOMD ORDER DERIVATIVES. APPROXIMATION OF SECOND ORDER DERIVATIVES Second order dervatves appear n dffusve

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

A Hybrid Variational Iteration Method for Blasius Equation

A Hybrid Variational Iteration Method for Blasius Equation Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method

More 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

Analytical Modeling of Natural Convection in Horizontal Annuli

Analytical Modeling of Natural Convection in Horizontal Annuli Analytcal Mdelng f Natural Cnvectn n Hrzntal Annul Peter Teertstra, M. Mchael Yvanvch, J. Rchard Culham Mcrelectrncs Heat Transfer Labratry Department f Mechancal Engneerng Unversty f Waterl Waterl, Ontar,

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

(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

HEAT TRANSFER THROUGH ANNULAR COMPOSITE FINS

HEAT TRANSFER THROUGH ANNULAR COMPOSITE FINS Journal of Mechancal Engneerng and Technology (JMET) Volume 4, Issue 1, Jan-June 2016, pp. 01-10, Artcle ID: JMET_04_01_001 Avalable onlne at http://www.aeme.com/jmet/ssues.asp?jtype=jmet&vtype=4&itype=1

More information

Numerical Transient Heat Conduction Experiment

Numerical Transient Heat Conduction Experiment Numercal ransent Heat Conducton Experment OBJECIVE 1. o demonstrate the basc prncples of conducton heat transfer.. o show how the thermal conductvty of a sold can be measured. 3. o demonstrate the use

More information

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,

More information

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient 58:080 Expermental Engneerng 1 OBJECTIVE Lab 2e Thermal System Response and Effectve Heat Transfer Coeffcent Warnng: though the experment has educatonal objectves (to learn about bolng heat transfer, etc.),

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

Polynomial Regression Models

Polynomial Regression Models LINEAR REGRESSION ANALYSIS MODULE XII Lecture - 6 Polynomal Regresson Models Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur Test of sgnfcance To test the sgnfcance

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

Finite Element Modelling of truss/cable structures

Finite Element Modelling of truss/cable structures Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures

More information

( ) = ( ) + ( 0) ) ( )

( ) = ( ) + ( 0) ) ( ) EETOMAGNETI OMPATIBIITY HANDBOOK 1 hapter 9: Transent Behavor n the Tme Doman 9.1 Desgn a crcut usng reasonable values for the components that s capable of provdng a tme delay of 100 ms to a dgtal sgnal.

More information

Implicit Integration Henyey Method

Implicit Integration Henyey Method Implct Integraton Henyey Method In realstc stellar evoluton codes nstead of a drect ntegraton usng for example the Runge-Kutta method one employs an teratve mplct technque. Ths s because the structure

More information

Modeling Transient Conduction in Enclosed Regions Between Isothermal Boundaries of Arbitrary Shape

Modeling Transient Conduction in Enclosed Regions Between Isothermal Boundaries of Arbitrary Shape JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER Vol. 19, No., July September 2005 Modeling Transient Conduction in Enclosed Regions Between Isothermal Boundaries of Arbitrary Shape Peter Teertstra, M. Michael

More information

STATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION

STATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION STATIC ANALYSIS OF TWO-LERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION Ákos József Lengyel István Ecsed Assstant Lecturer Emertus Professor Insttute of Appled Mechancs Unversty of Mskolc Mskolc-Egyetemváros

More information

Professor Terje Haukaas University of British Columbia, Vancouver The Q4 Element

Professor Terje Haukaas University of British Columbia, Vancouver  The Q4 Element Professor Terje Haukaas Unversty of Brtsh Columba, ancouver www.nrsk.ubc.ca The Q Element Ths document consders fnte elements that carry load only n ther plane. These elements are sometmes referred to

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

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

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

Integrals and Invariants of Euler-Lagrange Equations

Integrals and Invariants of Euler-Lagrange Equations Lecture 16 Integrals and Invarants of Euler-Lagrange Equatons ME 256 at the Indan Insttute of Scence, Bengaluru Varatonal Methods and Structural Optmzaton G. K. Ananthasuresh Professor, Mechancal Engneerng,

More information

Constitutive Modelling of Superplastic AA-5083

Constitutive Modelling of Superplastic AA-5083 TECHNISCHE MECHANIK, 3, -5, (01, 1-6 submtted: September 19, 011 Consttutve Modellng of Superplastc AA-5083 G. Gulano In ths study a fast procedure for determnng the constants of superplastc 5083 Al alloy

More information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

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

PART 8. Partial Differential Equations PDEs

PART 8. Partial Differential Equations PDEs he Islamc Unverst of Gaza Facult of Engneerng Cvl Engneerng Department Numercal Analss ECIV 3306 PAR 8 Partal Dfferental Equatons PDEs Chapter 9; Fnte Dfference: Ellptc Equatons Assocate Prof. Mazen Abualtaef

More information

Module 3: Element Properties Lecture 1: Natural Coordinates

Module 3: Element Properties Lecture 1: Natural Coordinates Module 3: Element Propertes Lecture : Natural Coordnates Natural coordnate system s bascally a local coordnate system whch allows the specfcaton of a pont wthn the element by a set of dmensonless numbers

More information

Lecture 10 Support Vector Machines II

Lecture 10 Support Vector Machines II Lecture 10 Support Vector Machnes II 22 February 2016 Taylor B. Arnold Yale Statstcs STAT 365/665 1/28 Notes: Problem 3 s posted and due ths upcomng Frday There was an early bug n the fake-test data; fxed

More information

σ τ τ τ σ τ τ τ σ Review Chapter Four States of Stress Part Three Review Review

σ τ τ τ σ τ τ τ σ Review Chapter Four States of Stress Part Three Review Review Chapter Four States of Stress Part Three When makng your choce n lfe, do not neglect to lve. Samuel Johnson Revew When we use matrx notaton to show the stresses on an element The rows represent the axs

More information

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations Quantum Physcs 量 理 Robert Esberg Second edton CH 09 Multelectron atoms ground states and x-ray exctatons 9-01 By gong through the procedure ndcated n the text, develop the tme-ndependent Schroednger equaton

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

A new integrated-rbf-based domain-embedding scheme for solving fluid-flow problems

A new integrated-rbf-based domain-embedding scheme for solving fluid-flow problems Home Search Collectons Journals About Contact us My IOPscence A new ntegrated-rbf-based doman-embeddng scheme for solvng flud-flow problems Ths artcle has been downloaded from IOPscence. Please scroll

More information

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity 1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum

More information

Winter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan

Winter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan Wnter 2008 CS567 Stochastc Lnear/Integer Programmng Guest Lecturer: Xu, Huan Class 2: More Modelng Examples 1 Capacty Expanson Capacty expanson models optmal choces of the tmng and levels of nvestments

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

Pulse Coded Modulation

Pulse Coded Modulation Pulse Coded Modulaton PCM (Pulse Coded Modulaton) s a voce codng technque defned by the ITU-T G.711 standard and t s used n dgtal telephony to encode the voce sgnal. The frst step n the analog to dgtal

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

Linear Approximation with Regularization and Moving Least Squares

Linear Approximation with Regularization and Moving Least Squares Lnear Approxmaton wth Regularzaton and Movng Least Squares Igor Grešovn May 007 Revson 4.6 (Revson : March 004). 5 4 3 0.5 3 3.5 4 Contents: Lnear Fttng...4. Weghted Least Squares n Functon Approxmaton...

More information

Three-dimensional eddy current analysis by the boundary element method using vector potential

Three-dimensional eddy current analysis by the boundary element method using vector potential Physcs Electrcty & Magnetsm felds Okayama Unversty Year 1990 Three-dmensonal eddy current analyss by the boundary element method usng vector potental H. Tsubo M. Tanaka Okayama Unversty Okayama Unversty

More information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,

More information

How Differential Equations Arise. Newton s Second Law of Motion

How Differential Equations Arise. Newton s Second Law of Motion page 1 CHAPTER 1 Frst-Order Dfferental Equatons Among all of the mathematcal dscplnes the theory of dfferental equatons s the most mportant. It furnshes the explanaton of all those elementary manfestatons

More information

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed (2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected

More information

CONDUCTION SHAPE FACTOR MODELS FOR 3-D ENCLOSURES

CONDUCTION SHAPE FACTOR MODELS FOR 3-D ENCLOSURES AIAA--9 CONDUCTION SHAPE FACTOR MODELS FOR -D ENCLOSURES P. Teertstra, M. M. Yovanovich and J. R. Culham? Microelectronics Heat Transfer Laboratory Deartment of Mechanical Engineering University of Waterloo

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

Application of Finite Element Method (FEM) Instruction to Graduate Courses in Biological and Agricultural Engineering

Application of Finite Element Method (FEM) Instruction to Graduate Courses in Biological and Agricultural Engineering Sesson: 08 Applcaton of Fnte Element Method (FEM) Instructon to Graduate Courses n Bologcal and Agrcultural Engneerng Chang S. Km, Terry H. Walker, Caye M. Drapcho Dept. of Bologcal and Agrcultural Engneerng

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

ACTM State Calculus Competition Saturday April 30, 2011

ACTM State Calculus Competition Saturday April 30, 2011 ACTM State Calculus Competton Saturday Aprl 30, 2011 ACTM State Calculus Competton Sprng 2011 Page 1 Instructons: For questons 1 through 25, mark the best answer choce on the answer sheet provde Afterward

More information

9 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations

9 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations Physcs 171/271 - Chapter 9R -Davd Klenfeld - Fall 2005 9 Dervaton of Rate Equatons from Sngle-Cell Conductance (Hodgkn-Huxley-lke) Equatons We consder a network of many neurons, each of whch obeys a set

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

Uncertainty as the Overlap of Alternate Conditional Distributions

Uncertainty as the Overlap of Alternate Conditional Distributions Uncertanty as the Overlap of Alternate Condtonal Dstrbutons Olena Babak and Clayton V. Deutsch Centre for Computatonal Geostatstcs Department of Cvl & Envronmental Engneerng Unversty of Alberta An mportant

More information

Chapter 11: Simple Linear Regression and Correlation

Chapter 11: Simple Linear Regression and Correlation Chapter 11: Smple Lnear Regresson and Correlaton 11-1 Emprcal Models 11-2 Smple Lnear Regresson 11-3 Propertes of the Least Squares Estmators 11-4 Hypothess Test n Smple Lnear Regresson 11-4.1 Use of t-tests

More information

THEOREMS OF QUANTUM MECHANICS

THEOREMS OF QUANTUM MECHANICS THEOREMS OF QUANTUM MECHANICS In order to develop methods to treat many-electron systems (atoms & molecules), many of the theorems of quantum mechancs are useful. Useful Notaton The matrx element A mn

More information

Fundamental loop-current method using virtual voltage sources technique for special cases

Fundamental loop-current method using virtual voltage sources technique for special cases Fundamental loop-current method usng vrtual voltage sources technque for specal cases George E. Chatzaraks, 1 Marna D. Tortorel 1 and Anastasos D. Tzolas 1 Electrcal and Electroncs Engneerng Departments,

More information

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015 Lecture 2. 1/07/15-1/09/15 Unversty of Washngton Department of Chemstry Chemstry 453 Wnter Quarter 2015 We are not talkng about truth. We are talkng about somethng that seems lke truth. The truth we want

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

Tensor Smooth Length for SPH Modelling of High Speed Impact

Tensor Smooth Length for SPH Modelling of High Speed Impact Tensor Smooth Length for SPH Modellng of Hgh Speed Impact Roman Cherepanov and Alexander Gerasmov Insttute of Appled mathematcs and mechancs, Tomsk State Unversty 634050, Lenna av. 36, Tomsk, Russa RCherepanov82@gmal.com,Ger@npmm.tsu.ru

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

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

Supplemental document

Supplemental document Electronc Supplementary Materal (ESI) for Physcal Chemstry Chemcal Physcs. Ths journal s the Owner Socetes 01 Supplemental document Behnam Nkoobakht School of Chemstry, The Unversty of Sydney, Sydney,

More information

Total solidification time of a liquid phase change material enclosed in cylindrical/spherical containers

Total solidification time of a liquid phase change material enclosed in cylindrical/spherical containers Appled Thermal Engneerng 25 (2005) 488 502 www.elsever.com/locate/apthermeng Total soldfcaton tme of a lqud phase change materal enclosed n cylndrcal/sphercal contaners Levent Blr *, Zafer _ Ilken Department

More information

Thermal Spreading Resistance of Eccentric Heat Sources on Rectangular Flux Channels

Thermal Spreading Resistance of Eccentric Heat Sources on Rectangular Flux Channels Y. S. Muzychka Assstant Professor, Faculty of Engneerng and Appled Scence, Memoral Unversty of ewfoundland, St. John s, ewfoundland, Canada A1B 3X5 J. R. Culham Assocate Professor, Mem. ASME M. M. Yovanovch

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

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

Research Article Green s Theorem for Sign Data

Research Article Green s Theorem for Sign Data Internatonal Scholarly Research Network ISRN Appled Mathematcs Volume 2012, Artcle ID 539359, 10 pages do:10.5402/2012/539359 Research Artcle Green s Theorem for Sgn Data Lous M. Houston The Unversty of

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

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

2 Finite difference basics

2 Finite difference basics Numersche Methoden 1, WS 11/12 B.J.P. Kaus 2 Fnte dfference bascs Consder the one- The bascs of the fnte dfference method are best understood wth an example. dmensonal transent heat conducton equaton T

More information

A new Approach for Solving Linear Ordinary Differential Equations

A new Approach for Solving Linear Ordinary Differential Equations , ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of

More information

Analytical Gradient Evaluation of Cost Functions in. General Field Solvers: A Novel Approach for. Optimization of Microwave Structures

Analytical Gradient Evaluation of Cost Functions in. General Field Solvers: A Novel Approach for. Optimization of Microwave Structures IMS 2 Workshop Analytcal Gradent Evaluaton of Cost Functons n General Feld Solvers: A Novel Approach for Optmzaton of Mcrowave Structures P. Harscher, S. Amar* and R. Vahldeck and J. Bornemann* Swss Federal

More information

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations Physcs 171/271 -Davd Klenfeld - Fall 2005 (revsed Wnter 2011) 1 Dervaton of Rate Equatons from Sngle-Cell Conductance (Hodgkn-Huxley-lke) Equatons We consder a network of many neurons, each of whch obeys

More information

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could

More information

CIVL 8/7117 Chapter 10 - Isoparametric Formulation 42/56

CIVL 8/7117 Chapter 10 - Isoparametric Formulation 42/56 CIVL 8/77 Chapter 0 - Isoparametrc Formulaton 4/56 Newton-Cotes Example Usng the Newton-Cotes method wth = ntervals (n = 3 samplng ponts), evaluate the ntegrals: x x cos dx 3 x x dx 3 x x dx 4.3333333

More information

In this section is given an overview of the common elasticity models.

In this section is given an overview of the common elasticity models. Secton 4.1 4.1 Elastc Solds In ths secton s gven an overvew of the common elastcty models. 4.1.1 The Lnear Elastc Sold The classcal Lnear Elastc model, or Hooean model, has the followng lnear relatonshp

More information

x = , so that calculated

x = , so that calculated Stat 4, secton Sngle Factor ANOVA notes by Tm Plachowsk n chapter 8 we conducted hypothess tests n whch we compared a sngle sample s mean or proporton to some hypotheszed value Chapter 9 expanded ths to

More information

FTCS Solution to the Heat Equation

FTCS Solution to the Heat Equation FTCS Soluton to the Heat Equaton ME 448/548 Notes Gerald Recktenwald Portland State Unversty Department of Mechancal Engneerng gerry@pdx.edu ME 448/548: FTCS Soluton to the Heat Equaton Overvew 1. Use

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

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

Appendix B. The Finite Difference Scheme

Appendix B. The Finite Difference Scheme 140 APPENDIXES Appendx B. The Fnte Dfference Scheme In ths appendx we present numercal technques whch are used to approxmate solutons of system 3.1 3.3. A comprehensve treatment of theoretcal and mplementaton

More information

Interconnect Modeling

Interconnect Modeling Interconnect Modelng Modelng of Interconnects Interconnect R, C and computaton Interconnect models umped RC model Dstrbuted crcut models Hgher-order waveform n dstrbuted RC trees Accuracy and fdelty Prepared

More information

4DVAR, according to the name, is a four-dimensional variational method.

4DVAR, according to the name, is a four-dimensional variational method. 4D-Varatonal Data Assmlaton (4D-Var) 4DVAR, accordng to the name, s a four-dmensonal varatonal method. 4D-Var s actually a drect generalzaton of 3D-Var to handle observatons that are dstrbuted n tme. The

More 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

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming EEL 6266 Power System Operaton and Control Chapter 3 Economc Dspatch Usng Dynamc Programmng Pecewse Lnear Cost Functons Common practce many utltes prefer to represent ther generator cost functons as sngle-

More information

Another converse of Jensen s inequality

Another converse of Jensen s inequality Another converse of Jensen s nequalty Slavko Smc Abstract. We gve the best possble global bounds for a form of dscrete Jensen s nequalty. By some examples ts frutfulness s shown. 1. Introducton Throughout

More information

12. The Hamilton-Jacobi Equation Michael Fowler

12. The Hamilton-Jacobi Equation Michael Fowler 1. The Hamlton-Jacob Equaton Mchael Fowler Back to Confguraton Space We ve establshed that the acton, regarded as a functon of ts coordnate endponts and tme, satsfes ( ) ( ) S q, t / t+ H qpt,, = 0, and

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

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