Modeling of Wave Behavior of Substrate Noise Coupling for Mixed-Signal IC Design

Size: px
Start display at page:

Download "Modeling of Wave Behavior of Substrate Noise Coupling for Mixed-Signal IC Design"

Transcription

1 Modelng of Wave Behavor of Subtrate Noe Couplng for Mxed-Sgnal IC Degn Georgo Veron, Y-Chang Lu, and Robert W. Dutton Center for Integrated Sytem, Stanford Unverty, Stanford, CA 9435 Abtract A new full-wave method ntroduced for ubtrate noe analy and mulaton. The method baed on oluton of the wave equaton for the magnetc potental and can be mplemented ung tandard crcut mulator. We compare the new method wth the tandard qua-tatc method for typcal ubtrate profle and nvetgate the lmt of valdty of the qua-tatc method.. Introducton The performance of hgh-frequency lcon ntegrated crcut (IC) lmted by paratc couplng mechanm n the ubtrate. Noe current generated by actve devce nected nto and propagate through the lcon ubtrate. The ubtrate noe couplng can everely degrade the performance of entve crcutry []. Several method have been propoed for the analy and mulaton of ubtrate noe []. Mot of thee method are qua-tatc (QS). In th paper, we ntroduce a full-wave method for ubtrate noe analy. The magnetc potental (MP) method baed on oluton of the wave equaton for the magnetc potental. E nˆ, x The boundary condton at the upper ubtrate urface correpond to zero normal electrc feld [2] E n ˆ, x d Aumng no y-dependence for the feld, and ung an analy mlar to that of the parallel-plate wavegude (e.g., [3]) we can how that th tructure upport both TE and TM mode but no TEM mode. The cutoff frequency of the lowet order TE and TM mode computed a f f () 4d εµ c, TM c, TE For a lcon ubtrate ( ε. r 8 ) the cutoff frequency calculated ung () approxmately 54.5 GHz for d 4 µ m. In addton, at uch frequence we haveσ < ωε for typcal hgh-retvty dopng profle, o that the ubtrate behave a a relatvely low-lo delectrc. Baed on the above analy, we expect that the ubtrate noe propagaton wll exhbt gnfcant wave behavor at uch frequence at leat n the cae of hghretvty ubtrate. The qua-tatc model wll be napproprate for ubtrate noe analy n thee cae. 3. Formulaton Fg.. Geometry of multlayer ubtrate. 2. Unform lole ubtrate We frt conder the mplet cae of a unform lole ubtrate (N, ε ε, σ ), unbounded n the y, z drecton. The boundary condton at the metal ground plane (Fg. ) 3.. Qua-tatc model We frt brefly revew the qua-tatc formulaton ued n mot ubtrate model. Startng from Maxwell equaton H J D / t and ung the dentty ( a ) and the relaton J σe J, D εe, E φ we obtan

2 ( ( ) φ) J where J the ource current denty. Integratng over a volume V and applyng the dvergence theorem we obtan V [ ( ) φ] ds J ds (2) Ung a fnte-dfference method to dcretze (2) on a rectangular grd, we obtan V ( G ω C )( φ φ ) I (3) where the ummaton taken over the 6 urface of the cube urroundng grd node. I the total ource current flowng out of node andg σs / l, C εs / l, where l the length of the grd edge connectng node and, and S the area of the correpondng cube urface. Thu, the QS model reult n a 3D meh where each edge a parallel combnaton of a retor and a capactor [4], a hown n Fg. 2(a). where ρ, J are the ource charge and current dente repectvely. (4) and (5) are wave equaton for the magnetc and the electrc potental repectvely. Equaton (6) the Lorentz condton [5]. The feld are obtaned by the followng equaton E φ ωa (7) B A (8) Ung the Lorentz condton (6) we obtan E ωa ( A) (9) µ ( ) We oberve that n (8) and (9) the feld are expreed entrely n term of the vector magnetc potental A. Thu, olvng (4) for A uffcent to determne the feld. Aumng that the current ource J orented n the x-drecton, and takng nto account the unformty of the regon, we obtan A ) J ωµ A µ ( () where A the x-component of the vector magnetc potental. A n the dervaton of the QS model, we ntegrate over a volume V and apply the dvergence theorem to obtan A J S () V V d ωµ AdV µ dv V (a) Fg. 2. (a) QS model. MP model. Note that only four of the x node connected to node are hown Full-wave model We conder a unform conductng ubtrate regon. Ung the calar electrc potental φ, and the vector magnetc potental A t can be hown [5], [6] that Maxwell equaton are equvalent to the equaton ( A ) ωµ ( ) A µ J (4) ( φ ) ωµ ( ) φ ρ / ε µ ( ) φ (5) A (6) We ue a fnte-dfference method to dcretze () on a rectangular grd and obtan A - A S l µ ωµ A V J V (2) where the ummaton taken over the 6 urface of the cube urroundng grd node, and V the cube volume. Equaton (2) can be expreed a ( A A ) ωc A I R ωl (3) where R σl / S, L εl / S, C µ V, and I µ /( ) JV. We oberve that (3) mathematcally correpond to Krchoff current law for a 3D meh where each edge

3 a ere combnaton of a retor and an nductor. In addton, a capactor connected between each meh node and the ground. Thu, the full-wave model reult n a dtrbuted RLC equvalent crcut, a hown n Fg. 2, where voltage correpond to the magnetc potental A. We note that R, L, C do not correpond to phycal retor, nductor, capactor and are meaured n unt of Semen/m 2, Farad/m 2, and Henrym 2 repectvely. In other word, expreng (2) a n (3) a mathematcal convenence that allow u to olve the partal dfferental equaton () ung the equvalent MP crcut llutrated n Fg. 2. A dfferent purely retve magnetc vector-potental equvalent crcut ha been ntroduced by Pacell [7] for modelng of nductve paratc between wre Boundary condton The boundary condton at the nterface of ubtrate layer (Fg. ) are E nˆ x ˆ E n, H n H x x x Ung (8), (9) we obtan A A x x σ x ˆ x nˆ x A / x A / x, (4) ωε It can be hown that (4) can be ncorporated nto the MP crcut formulaton f meh edge at the nterface between ubtrate layer are a parallel combnaton of two RL ± ± ere combnaton, where R, are determned by σ ε L ± ±, repectvely. In addton, we have σ for a metal o that the boundary condton at the metal ground plane obtaned a A/ x x Fnally, the boundary condton at the upper urface and dewall of the ubtrate E nˆ It can be hown that the correpondng boundary condton for A are A nˆ at the ubtrate dewall and A x x N at the upper urface of the ubtrate. We note that for an x-orented current the x-component of A uffce to atfy the boundary condton Couplng to lumped crcut The MP model can be coupled to lumped crcut model. We aume that a lumped x-orented one-port crcut connected n parallel to one of the edge of the 3D ubtrate meh. The lumped crcut ntroduce a ource current J J crcut n (4), where J crcut I crcut / S. I crcut the current flowng n the lumped crcut and S determned by the grd ze perpendcular to the drecton of current flow. Let u aume that M lumped crcut are connected to the ubtrate, each to one of the edge of the 3D meh. By ntroducng a ource current J at the edge of lumped crcut, we can ue the MP model to calculate the nduced voltage at the edge of lumped crcut. In partcular, (4) olved ung the MP model. Once the magnetc vector potental A obtaned, (9) ued to calculate the electrc feld E, and the nduced voltage obtaned av E l, where l the edge length. Ung th method, we obtan Z V (ω) (5) I I k, k The lumped crcut are fed wth current-controlled voltage ource wth tranretance Z. The reultng coupled crcut equaton are olved wth one of the tandard method. 4. Reult 4.. Comparon wth the FDTD method We note that no approxmaton were ued n the dervaton of the MP model for the ubtrate geometry of Fg.. In order to tet t valdty, we compare t wth the FDTD method [8], whch baed on oluton of the full Maxwell equaton. There excellent agreement between the two method (Fg. 3). We conclude that the MP model calculate the exact full-wave oluton of Maxwell equaton for the ubtrate geometry wth accuracy mlar to that of other fnte-dfference electromagnetc method.

4 Fg. 3. Comparon between 2-D MP and FDTD method for d 5 µm, d 2 4 µm, σ S/m, ε r.8, σ 2, ε r2 3.9, b µm. An x-orented current ource placed at x 45 µm, y 5 µm. We how the voltage magntude acro ubtrate layer a a functon of y Hgh-retvty ubtrate We compare value of Z 2( ω) calculated by (5) for the geometry of Fg. ung the MP and the QS model n the cae of typcal ubtrate dopng profle []. Fgure 4(a) how reult for a typcal hgh-retvty ubtrate profle. In agreement wth the analy of Secton 2, we oberve that the ubtrate noe propagaton exhbt gnfcant wave behavor for frequence above approxmately 2 GHz. The QS model nvald for ubtrate noe analy at thee frequence. A expected, the two model gve almot dentcal reult for frequence up to a few GHz. In the remander of th ecton, we therefore focu our attenton to frequence above GHz. In Fgure 5(a), we compare reult for D 2 µm, and D 8 µm repectvely. We oberve that the error ntroduced by the QS method maller at maller dtance from the noe ource. Th due to the fact that feld n the near zone ( D << λ ) are motly quatatc n nature [5]. In Fgure 6(a), we compare reult for d 225 µm, and d 42.5 µm repectvely. We oberve that the error ntroduced by the QS model large for frequence above 9 GHz n the frt cae and 5 GHz n the econd cae. Thee reult can be attrbuted to the larger cutoff frequency n the former cae, a expected baed on the analy of Secton 2. In Fgure 7(a) we how reult for dfferent ubtrate retvte ρ, 5 Ω-cm. At frequence above 5 GHz we have σ << ωε n both cae, o that the ubtrate behave a a relatvely low-lo delectrc and nduced ubtrate noe level are mlar. At lower frequence, σ and ωε are of the ame order, and conequently the ubtrate retvty ha a gnfcant effect (maller retvty reult n maller ubtrate noe level). In Fgure 7 we nvetgate the effect of the lowretvty eptaxal layer on the urface of the hghretvty bulk regon whch typcal n ubtrate dopng profle. We oberve that the thn eptaxal layer ha a gnfcant effect on the nduced ubtrate noe level. Th due to the fact that t retvty typcally two order of magntude maller than the retvty of the bulk regon []. To llutrate the couplng of the MP model wth lumped crcut we mulate an example cae. In Fgure 8 we plot the olaton, defned a I log( V t ), a a ou 2 V n functon of the dtance between the noe tranmtter and recever at 8GHz, calculated ung the MP and QS model. A expected, at th frequency the QS model ntroduce gnfcant error, partcularly at large dtance Low-retvty ubtrate Fgure 4 how reult for a typcal low-retvty ubtrate profle. We oberve that the error ntroduced by the QS model ngnfcant at leat for frequence up to GHz. In low-retvty ubtrate the bulk retvty typcally four order of magntude lower than the retvty of the eptaxal layer. A a reult, the ubtrate bulk act a a metal for frequence up to GHz. Thu, the effectve length of the ubtrate the eptaxal layer length d 2, typcally µm. Baed on the analy of Secton 2, the cutoff of the lowet order propagatng mode expected to be well above GHz, o that propagaton n the qua-tatc regme.

5 (a) Fg. 4. Smulaton reult. (a) Hgh-retvty ubtrate. Smulaton parameter: d 3 µm, d 2 µm, ρ 2 Ω-cm, ρ 2.5 Ω-cm, ε r ε r2.8, ab5 µm, y z 6 µm, D5 µm. Low-retvty ubtrate. Smulaton parameter: d 3 µm, d 2 µm, d 3 µm, ρ mω-cm, ρ 2 Ω-cm, ρ 3 Ω-cm, ε r ε r2 ε r3.8, ab5 µm, y z 6 µm, D µm. A unform current denty flowng from the 25 µm X 25 µm contact to the ground. (a) Fg. 5. (a) D2 µm. D8 µm. Other parameter are the ame a n Fg. 4(a). (a) Fg. 6. (a) d 225 µm. d 42.5 µm. Other parameter are the ame a n Fg. 4(a).

6 (a) Fg. 7. (a) Effect of ubtrate retvty. Effect of ep layer 2. Other parameter are the ame a n Fg. 4(a). Reult are calculated wth the MP model. ubtrate at frequence above 2 GHz. In the cae of low-retvty ubtrate t vald at leat for frequence up to GHz. 6. Acknowledgement Th reearch wa upported by DARPA under the NeoCAD proect. Reference Fg. 8. Iolaton a a functon of D. Other parameter are the ame a n Fg. 4(a). A voltage ource V n n ere wth a capactor C.3pF connected between contact (Fg. ) and the ground plane. A retor R load 5Ω n ere wth a capactor C 2.3pF connected between contact 2 and the ground. V out meaured at the retor. 5. Concluon A new fully electromagnetc method wa ntroduced for analy and mulaton of ubtrate noe. The method baed on oluton of the wave equaton for the magnetc potental. Comparon wth the FDTD method, howed excellent agreement. The new magnetc potental (MP) method and the tandard qua-tatc (QS) method were ued to mulate both hgh- and lowretvty ubtrate. The reult howed that the QS method nvald n the cae of hgh-retvty [] E. Charbon, R. Gharpurey, P. Mlozz, R. G. Meyer, and A. Sangovann-Vncentell, Subtrate Noe, Analy and Optmzaton for IC Degn, Kluwer Academc Publher, 2. [2] A. M. Nknead, R. Gharpurey, and R. G. Meyer, Numercally table Green functon for modelng and analy of ubtrate couplng n ntegrated crcut, IEEE Tran. Computer-Aded Degn, Vol. 7, no. 4, pp , Aprl 998. [3] U. S. Inan, and A. S. Inan, Engneerng Electromagnetc, Addon Weley, 998. [4] B. R. Stanc, N. K. Verghee, R. A. Rutenbar, L. R. Carley, and D. J. Alltot, Addreng ubtrate couplng n mxed-mode IC: mulaton and power dtrbuton ynthe, IEEE J. Sold-State Crcut, vol. 29, no. 3, pp , Mar [5] J. D. Jackon, Clacal Electrodynamc, John Wley and Son, 999. [6] J. Stratton, Electromagnetc theory, McGraw-Hll, 94. [7] A. Pacell, A local crcut topology for nductve paratc'', Proc. IEEE/ACM Internatonal Conference on Computer Aded Degn, San Joe, CA, Nov. 22, pp [8] A. Taflove, Computatonal Electrodynamc, Artech Houe, 995.

Method Of Fundamental Solutions For Modeling Electromagnetic Wave Scattering Problems

Method Of Fundamental Solutions For Modeling Electromagnetic Wave Scattering Problems Internatonal Workhop on MehFree Method 003 1 Method Of Fundamental Soluton For Modelng lectromagnetc Wave Scatterng Problem Der-Lang Young (1) and Jhh-We Ruan (1) Abtract: In th paper we attempt to contruct

More information

Small signal analysis

Small signal analysis Small gnal analy. ntroducton Let u conder the crcut hown n Fg., where the nonlnear retor decrbed by the equaton g v havng graphcal repreentaton hown n Fg.. ( G (t G v(t v Fg. Fg. a D current ource wherea

More information

Harmonic oscillator approximation

Harmonic oscillator approximation armonc ocllator approxmaton armonc ocllator approxmaton Euaton to be olved We are fndng a mnmum of the functon under the retrcton where W P, P,..., P, Q, Q,..., Q P, P,..., P, Q, Q,..., Q lnwgner functon

More information

A NUMERICAL MODELING OF MAGNETIC FIELD PERTURBATED BY THE PRESENCE OF SCHIP S HULL

A NUMERICAL MODELING OF MAGNETIC FIELD PERTURBATED BY THE PRESENCE OF SCHIP S HULL A NUMERCAL MODELNG OF MAGNETC FELD PERTURBATED BY THE PRESENCE OF SCHP S HULL M. Dennah* Z. Abd** * Laboratory Electromagnetc Sytem EMP BP b Ben-Aknoun 606 Alger Algera ** Electronc nttute USTHB Alger

More information

MODELLING OF TRANSIENT HEAT TRANSPORT IN TWO-LAYERED CRYSTALLINE SOLID FILMS USING THE INTERVAL LATTICE BOLTZMANN METHOD

MODELLING OF TRANSIENT HEAT TRANSPORT IN TWO-LAYERED CRYSTALLINE SOLID FILMS USING THE INTERVAL LATTICE BOLTZMANN METHOD Journal o Appled Mathematc and Computatonal Mechanc 7, 6(4), 57-65 www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.4.6 e-issn 353-588 MODELLING OF TRANSIENT HEAT TRANSPORT IN TWO-LAYERED CRYSTALLINE SOLID

More information

Introduction to Interfacial Segregation. Xiaozhe Zhang 10/02/2015

Introduction to Interfacial Segregation. Xiaozhe Zhang 10/02/2015 Introducton to Interfacal Segregaton Xaozhe Zhang 10/02/2015 Interfacal egregaton Segregaton n materal refer to the enrchment of a materal conttuent at a free urface or an nternal nterface of a materal.

More information

Electromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology

Electromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology Electromagnetc catterng Graduate Coure Electrcal Engneerng (Communcaton) 1 t Semeter, 1390-1391 Sharf Unverty of Technology Content of lecture Lecture : Bac catterng parameter Formulaton of the problem

More information

Additional File 1 - Detailed explanation of the expression level CPD

Additional File 1 - Detailed explanation of the expression level CPD Addtonal Fle - Detaled explanaton of the expreon level CPD A mentoned n the man text, the man CPD for the uterng model cont of two ndvdual factor: P( level gen P( level gen P ( level gen 2 (.).. CPD factor

More information

Start Point and Trajectory Analysis for the Minimal Time System Design Algorithm

Start Point and Trajectory Analysis for the Minimal Time System Design Algorithm Start Pont and Trajectory Analy for the Mnmal Tme Sytem Degn Algorthm ALEXANDER ZEMLIAK, PEDRO MIRANDA Department of Phyc and Mathematc Puebla Autonomou Unverty Av San Claudo /n, Puebla, 757 MEXICO Abtract:

More information

8 Waves in Uniform Magnetized Media

8 Waves in Uniform Magnetized Media 8 Wave n Unform Magnetzed Meda 81 Suceptblte The frt order current can be wrtten j = j = q d 3 p v f 1 ( r, p, t) = ɛ 0 χ E For Maxwellan dtrbuton Y n (λ) = f 0 (v, v ) = 1 πvth exp (v V ) v th 1 πv th

More information

Chapter 6 The Effect of the GPS Systematic Errors on Deformation Parameters

Chapter 6 The Effect of the GPS Systematic Errors on Deformation Parameters Chapter 6 The Effect of the GPS Sytematc Error on Deformaton Parameter 6.. General Beutler et al., (988) dd the frt comprehenve tudy on the GPS ytematc error. Baed on a geometrc approach and aumng a unform

More information

Specification -- Assumptions of the Simple Classical Linear Regression Model (CLRM) 1. Introduction

Specification -- Assumptions of the Simple Classical Linear Regression Model (CLRM) 1. Introduction ECONOMICS 35* -- NOTE ECON 35* -- NOTE Specfcaton -- Aumpton of the Smple Clacal Lnear Regreon Model (CLRM). Introducton CLRM tand for the Clacal Lnear Regreon Model. The CLRM alo known a the tandard lnear

More information

Z Patch Antenna Embedded in Superstrates Anisotropic Media

Z Patch Antenna Embedded in Superstrates Anisotropic Media IOSR Journal of Electronc and Communcaton Engneerng (IOSR-JECE e-issn: 78-834,p- ISSN: 78-8735.Volume 11, Iue 6, Ver. III (Nov.-Dec.016, PP 35-45 www.orournal.org Adnan Affand 1, Mamdoh Gharb 1,Abdullah

More information

Electric and magnetic field sensor and integrator equations

Electric and magnetic field sensor and integrator equations Techncal Note - TN12 Electrc and magnetc feld enor and ntegrator uaton Bertrand Da, montena technology, 1728 oen, Swtzerland Table of content 1. Equaton of the derate electrc feld enor... 1 2. Integraton

More information

CHAPTER X PHASE-CHANGE PROBLEMS

CHAPTER X PHASE-CHANGE PROBLEMS Chapter X Phae-Change Problem December 3, 18 917 CHAPER X PHASE-CHANGE PROBLEMS X.1 Introducton Clacal Stefan Problem Geometry of Phae Change Problem Interface Condton X. Analytcal Soluton for Soldfcaton

More information

FEEDDBACK CONTROL OF PIEZO-LAMINATE COMPOSITE PLATE. Hafez Ave, Tehran 15914, Iran

FEEDDBACK CONTROL OF PIEZO-LAMINATE COMPOSITE PLATE. Hafez Ave, Tehran 15914, Iran ICSV14 Carn Autrala 9-12 July, 2007 FEEDDBACK CONTROL OF PIEZO-LAMINATE COMPOSITE PLATE A. Yelagh Tamjan 1, M. Abouhamze 1, R. Mrzaefar 1, A.R. Ohad 1, M.R. Elam 1 1 Department of Mechancal Engneerng,

More information

Estimation of Finite Population Total under PPS Sampling in Presence of Extra Auxiliary Information

Estimation of Finite Population Total under PPS Sampling in Presence of Extra Auxiliary Information Internatonal Journal of Stattc and Analy. ISSN 2248-9959 Volume 6, Number 1 (2016), pp. 9-16 Reearch Inda Publcaton http://www.rpublcaton.com Etmaton of Fnte Populaton Total under PPS Samplng n Preence

More information

Scattering cross section (scattering width)

Scattering cross section (scattering width) Scatterng cro ecton (catterng wdth) We aw n the begnnng how a catterng cro ecton defned for a fnte catterer n ter of the cattered power An nfnte cylnder, however, not a fnte object The feld radated by

More information

Scattering of two identical particles in the center-of. of-mass frame. (b)

Scattering of two identical particles in the center-of. of-mass frame. (b) Lecture # November 5 Scatterng of two dentcal partcle Relatvtc Quantum Mechanc: The Klen-Gordon equaton Interpretaton of the Klen-Gordon equaton The Drac equaton Drac repreentaton for the matrce α and

More information

On the SO 2 Problem in Thermal Power Plants. 2.Two-steps chemical absorption modeling

On the SO 2 Problem in Thermal Power Plants. 2.Two-steps chemical absorption modeling Internatonal Journal of Engneerng Reearch ISSN:39-689)(onlne),347-53(prnt) Volume No4, Iue No, pp : 557-56 Oct 5 On the SO Problem n Thermal Power Plant Two-tep chemcal aborpton modelng hr Boyadjev, P

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

Circuit model for extraordinary transmission through periodic array of subwavelength stepped slits

Circuit model for extraordinary transmission through periodic array of subwavelength stepped slits 1 Crcut model for extraordnary tranmon through perodc array of ubwavelength tepped lt Amn Khava, Maoud Edalatpour and Khahayar Mehrany Abtract Two crcut model are propoed for analytcal nvetgaton of extraordnary

More information

PROBABILITY-CONSISTENT SCENARIO EARTHQUAKE AND ITS APPLICATION IN ESTIMATION OF GROUND MOTIONS

PROBABILITY-CONSISTENT SCENARIO EARTHQUAKE AND ITS APPLICATION IN ESTIMATION OF GROUND MOTIONS PROBABILITY-COSISTET SCEARIO EARTHQUAKE AD ITS APPLICATIO I ESTIATIO OF GROUD OTIOS Q-feng LUO SUARY Th paper preent a new defnton of probablty-content cenaro earthquae PCSE and an evaluaton method of

More information

Coupling t- formulation with surface impedance boundary condition for eddy current crack detection

Coupling t- formulation with surface impedance boundary condition for eddy current crack detection Couplng t- formulaton wth urface mpedance boundary condton for eddy current crack detecton C. Guérn, G. Meuner, F. Foucher To cte th veron: C. Guérn, G. Meuner, F. Foucher. Couplng t- formulaton wth urface

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

Team. Outline. Statistics and Art: Sampling, Response Error, Mixed Models, Missing Data, and Inference

Team. Outline. Statistics and Art: Sampling, Response Error, Mixed Models, Missing Data, and Inference Team Stattc and Art: Samplng, Repone Error, Mxed Model, Mng Data, and nference Ed Stanek Unverty of Maachuett- Amhert, USA 9/5/8 9/5/8 Outlne. Example: Doe-repone Model n Toxcology. ow to Predct Realzed

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

ENTROPY BOUNDS USING ARITHMETIC- GEOMETRIC-HARMONIC MEAN INEQUALITY. Guru Nanak Dev University Amritsar, , INDIA

ENTROPY BOUNDS USING ARITHMETIC- GEOMETRIC-HARMONIC MEAN INEQUALITY. Guru Nanak Dev University Amritsar, , INDIA Internatonal Journal of Pure and Appled Mathematc Volume 89 No. 5 2013, 719-730 ISSN: 1311-8080 prnted veron; ISSN: 1314-3395 on-lne veron url: http://.jpam.eu do: http://dx.do.org/10.12732/jpam.v895.8

More information

Module 5. Cables and Arches. Version 2 CE IIT, Kharagpur

Module 5. Cables and Arches. Version 2 CE IIT, Kharagpur odule 5 Cable and Arche Veron CE IIT, Kharagpur Leon 33 Two-nged Arch Veron CE IIT, Kharagpur Intructonal Objectve: After readng th chapter the tudent wll be able to 1. Compute horzontal reacton n two-hnged

More information

Two Approaches to Proving. Goldbach s Conjecture

Two Approaches to Proving. Goldbach s Conjecture Two Approache to Provng Goldbach Conecture By Bernard Farley Adved By Charle Parry May 3 rd 5 A Bref Introducton to Goldbach Conecture In 74 Goldbach made h mot famou contrbuton n mathematc wth the conecture

More information

MAE140 - Linear Circuits - Winter 16 Final, March 16, 2016

MAE140 - Linear Circuits - Winter 16 Final, March 16, 2016 ME140 - Lnear rcuts - Wnter 16 Fnal, March 16, 2016 Instructons () The exam s open book. You may use your class notes and textbook. You may use a hand calculator wth no communcaton capabltes. () You have

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

Two-Layered Model of Blood Flow through Composite Stenosed Artery

Two-Layered Model of Blood Flow through Composite Stenosed Artery Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 93-9466 Vol. 4, Iue (December 9), pp. 343 354 (Prevouly, Vol. 4, No.) Applcaton Appled Mathematc: An Internatonal Journal (AAM) Two-ayered Model

More information

728. Mechanical and electrical elements in reduction of vibrations

728. Mechanical and electrical elements in reduction of vibrations 78. Mechancal and electrcal element n reducton of vbraton Katarzyna BIAŁAS The Slean Unverty of Technology, Faculty of Mechancal Engneerng Inttute of Engneerng Procee Automaton and Integrated Manufacturng

More information

Improvements on Waring s Problem

Improvements on Waring s Problem Imrovement on Warng Problem L An-Png Bejng 85, PR Chna al@nacom Abtract By a new recurve algorthm for the auxlary equaton, n th aer, we wll gve ome mrovement for Warng roblem Keyword: Warng Problem, Hardy-Lttlewood

More information

Improvements on Waring s Problem

Improvements on Waring s Problem Improvement on Warng Problem L An-Png Bejng, PR Chna apl@nacom Abtract By a new recurve algorthm for the auxlary equaton, n th paper, we wll gve ome mprovement for Warng problem Keyword: Warng Problem,

More information

Root Locus Techniques

Root Locus Techniques Root Locu Technque ELEC 32 Cloed-Loop Control The control nput u t ynthezed baed on the a pror knowledge of the ytem plant, the reference nput r t, and the error gnal, e t The control ytem meaure the output,

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

The influence of Stern layer conductance on the. dielectrophoretic behaviour of latex nanospheres

The influence of Stern layer conductance on the. dielectrophoretic behaviour of latex nanospheres The nfluence of Stern layer conductance on the delectrophoretc behavour of latex nanophere Mchael Pycraft Hughe* Bomedcal Engneerng Group, Unverty of Surrey, Guldford, GU2 7XH, UK Ncola Gavn Green Boelectronc

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

Chapter 11. Supplemental Text Material. The method of steepest ascent can be derived as follows. Suppose that we have fit a firstorder

Chapter 11. Supplemental Text Material. The method of steepest ascent can be derived as follows. Suppose that we have fit a firstorder S-. The Method of Steepet cent Chapter. Supplemental Text Materal The method of teepet acent can be derved a follow. Suppoe that we have ft a frtorder model y = β + β x and we wh to ue th model to determne

More information

A constant recursive convolution technique for frequency dependent scalar wave equation based FDTD algorithm

A constant recursive convolution technique for frequency dependent scalar wave equation based FDTD algorithm J Comput Electron (213) 12:752 756 DOI 1.17/s1825-13-479-2 A constant recursve convoluton technque for frequency dependent scalar wave equaton bed FDTD algorthm M. Burak Özakın Serkan Aksoy Publshed onlne:

More information

Electrical Circuits II (ECE233b)

Electrical Circuits II (ECE233b) Electrcal Crcut II (ECE33b) Applcaton of Laplace Tranform to Crcut Analy Anet Dounav The Unverty of Wetern Ontaro Faculty of Engneerng Scence Crcut Element Retance Tme Doman (t) v(t) R v(t) = R(t) Frequency

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

S-Domain Analysis. s-domain Circuit Analysis. EE695K VLSI Interconnect. Time domain (t domain) Complex frequency domain (s domain) Laplace Transform L

S-Domain Analysis. s-domain Circuit Analysis. EE695K VLSI Interconnect. Time domain (t domain) Complex frequency domain (s domain) Laplace Transform L EE695K S nterconnect S-Doman naly -Doman rcut naly Tme doman t doman near rcut aplace Tranform omplex frequency doman doman Tranformed rcut Dfferental equaton lacal technque epone waveform aplace Tranform

More information

Confidence intervals for the difference and the ratio of Lognormal means with bounded parameters

Confidence intervals for the difference and the ratio of Lognormal means with bounded parameters Songklanakarn J. Sc. Technol. 37 () 3-40 Mar.-Apr. 05 http://www.jt.pu.ac.th Orgnal Artcle Confdence nterval for the dfference and the rato of Lognormal mean wth bounded parameter Sa-aat Nwtpong* Department

More information

B and H sensors for 3-D magnetic property testing

B and H sensors for 3-D magnetic property testing B and H sensors for 3-D magnetc property testng Zh We Ln, Jan Guo Zhu, You Guang Guo, Jn Jang Zhong, and Ha We Lu Faculty of Engneerng, Unversty of Technology, Sydney, PO Bo 123, Broadway, SW 2007, Australa

More information

NUMERICAL MODELING OF ACTIVE DEVICES CHARACTERIZED BY MEASURED S-PARAMETERS IN FDTD

NUMERICAL MODELING OF ACTIVE DEVICES CHARACTERIZED BY MEASURED S-PARAMETERS IN FDTD Progress In Electromagnetcs Research, PIER 80, 381 392, 2008 NUMERICAL MODELING OF ACTIVE DEVICES CHARACTERIZED BY MEASURED S-PARAMETERS IN FDTD D. Y. Su, D. M. Fu, and Z. H. Chen Natonal Key Lab of Antennas

More information

Solution Methods for Time-indexed MIP Models for Chemical Production Scheduling

Solution Methods for Time-indexed MIP Models for Chemical Production Scheduling Ian Davd Lockhart Bogle and Mchael Farweather (Edtor), Proceedng of the 22nd European Sympoum on Computer Aded Proce Engneerng, 17-2 June 212, London. 212 Elever B.V. All rght reerved. Soluton Method for

More information

Computational Modelling of the Unbalanced Magnetic Pull by Finite Element Method

Computational Modelling of the Unbalanced Magnetic Pull by Finite Element Method Avalable onlne at www.scencedrect.com Proceda Engneerng 48 (2012 ) 83 89 MMaMS 2012 Computatonal Modellng of the Unbalanced Magnetc Pull by Fnte Element Method Martn Donát a * a Brno Unversty of Technology,

More information

MATHEMATICAL AND COMPUTER HOMOGENIZATION MODELS FOR BULK MIXTURE COMPOSITE MATERIALS WITH IMPERFECT INTERFACES

MATHEMATICAL AND COMPUTER HOMOGENIZATION MODELS FOR BULK MIXTURE COMPOSITE MATERIALS WITH IMPERFECT INTERFACES Materal Phyc and Mechanc 37 (218) 34-41 Receved: December 22, 217 MATHEMATICAL AND COMPUTER HOMOGENIZATION MODELS FOR BULK MIXTURE COMPOSITE MATERIALS WITH IMPERFECT INTERFACES A.A. Naedkna 1 *, A. Rajagopal

More information

Chapter - 2. Distribution System Power Flow Analysis

Chapter - 2. Distribution System Power Flow Analysis Chapter - 2 Dstrbuton System Power Flow Analyss CHAPTER - 2 Radal Dstrbuton System Load Flow 2.1 Introducton Load flow s an mportant tool [66] for analyzng electrcal power system network performance. Load

More information

ELG3336: Op Amp-based Active Filters

ELG3336: Op Amp-based Active Filters ELG6: Op Amp-baed Actve Flter Advantage: educed ze and weght, and thereore paratc. Increaed relablty and mproved perormance. Smpler degn than or pave lter and can realze a wder range o uncton a well a

More information

This appendix presents the derivations and proofs omitted from the main text.

This appendix presents the derivations and proofs omitted from the main text. Onlne Appendx A Appendx: Omtted Dervaton and Proof Th appendx preent the dervaton and proof omtted from the man text A Omtted dervaton n Secton Mot of the analy provded n the man text Here, we formally

More information

Verification of Selected Precision Parameters of the Trimble S8 DR Plus Robotic Total Station

Verification of Selected Precision Parameters of the Trimble S8 DR Plus Robotic Total Station 81 Verfcaton of Selected Precon Parameter of the Trmble S8 DR Plu Robotc Total Staton Sokol, Š., Bajtala, M. and Ježko, J. Slovak Unverty of Technology, Faculty of Cvl Engneerng, Radlnkého 11, 81368 Bratlava,

More information

Comparative Study on Electromagnetic and Electromechanical Transient Model for Grid-connected Photovoltaic Power System

Comparative Study on Electromagnetic and Electromechanical Transient Model for Grid-connected Photovoltaic Power System Energy and Power Engneerng, 13, 5, 47-5 do:1.436/epe.13.54b48 Publhed Onlne July 13 (http://www.crp.org/journal/epe) Comparatve Study on and Tranent Model for Grd-connected Photovoltac Power Sytem Man

More information

Sections begin this week. Cancelled Sections: Th Labs begin this week. Attend your only second lab slot this week.

Sections begin this week. Cancelled Sections: Th Labs begin this week. Attend your only second lab slot this week. Announcements Sectons begn ths week Cancelled Sectons: Th 122. Labs begn ths week. Attend your only second lab slot ths week. Cancelled labs: ThF 25. Please check your Lab secton. Homework #1 onlne Due

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

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

AGC Introduction

AGC Introduction . Introducton AGC 3 The prmary controller response to a load/generaton mbalance results n generaton adjustment so as to mantan load/generaton balance. However, due to droop, t also results n a non-zero

More information

MULTIPLE REGRESSION ANALYSIS For the Case of Two Regressors

MULTIPLE REGRESSION ANALYSIS For the Case of Two Regressors MULTIPLE REGRESSION ANALYSIS For the Cae of Two Regreor In the followng note, leat-quare etmaton developed for multple regreon problem wth two eplanator varable, here called regreor (uch a n the Fat Food

More information

Effect of Losses in a Layered Structure Containing DPS and DNG Media

Effect of Losses in a Layered Structure Containing DPS and DNG Media PIERS ONLINE, VOL. 4, NO. 5, 8 546 Effect of Losses n a Layered Structure Contanng DPS and DNG Meda J. R. Canto, S. A. Matos, C. R. Pava, and A. M. Barbosa Insttuto de Telecomuncações and Department of

More information

Variable Structure Control ~ Basics

Variable Structure Control ~ Basics Varable Structure Control ~ Bac Harry G. Kwatny Department of Mechancal Engneerng & Mechanc Drexel Unverty Outlne A prelmnary example VS ytem, ldng mode, reachng Bac of dcontnuou ytem Example: underea

More information

Electrical Circuits 2.1 INTRODUCTION CHAPTER

Electrical Circuits 2.1 INTRODUCTION CHAPTER CHAPTE Electrcal Crcuts. INTODUCTION In ths chapter, we brefly revew the three types of basc passve electrcal elements: resstor, nductor and capactor. esstance Elements: Ohm s Law: The voltage drop across

More information

Physics 4B. A positive value is obtained, so the current is counterclockwise around the circuit.

Physics 4B. A positive value is obtained, so the current is counterclockwise around the circuit. Physcs 4B Solutons to Chapter 7 HW Chapter 7: Questons:, 8, 0 Problems:,,, 45, 48,,, 7, 9 Queston 7- (a) no (b) yes (c) all te Queston 7-8 0 μc Queston 7-0, c;, a;, d; 4, b Problem 7- (a) Let be the current

More information

Pythagorean triples. Leen Noordzij.

Pythagorean triples. Leen Noordzij. Pythagorean trple. Leen Noordz Dr.l.noordz@leennoordz.nl www.leennoordz.me Content A Roadmap for generatng Pythagorean Trple.... Pythagorean Trple.... 3 Dcuon Concluon.... 5 A Roadmap for generatng Pythagorean

More information

Hybrid FDTD/FETD Technique Using Parametric Quadratic Programming for Nonlinear Maxwell s Equations

Hybrid FDTD/FETD Technique Using Parametric Quadratic Programming for Nonlinear Maxwell s Equations Progress In Electromagnetcs Research M, Vol. 54, 113 123, 217 Hybrd FDTD/FETD Technque Usng Parametrc Quadratc Programmng for Nonlnear Maxwell s Equatons Hongxa L 1,BaoZhu 2 and Jefu Chen 3, * Abstract

More information

Alpha Risk of Taguchi Method with L 18 Array for NTB Type QCH by Simulation

Alpha Risk of Taguchi Method with L 18 Array for NTB Type QCH by Simulation Proceedng of the World Congre on Engneerng 00 Vol II WCE 00, July -, 00, London, U.K. Alpha Rk of Taguch Method wth L Array for NTB Type QCH by Smulaton A. Al-Refae and M.H. L Abtract Taguch method a wdely

More information

Weak McCoy Ore Extensions

Weak McCoy Ore Extensions Internatonal Mathematcal Forum, Vol. 6, 2, no. 2, 75-86 Weak McCoy Ore Extenon R. Mohammad, A. Mouav and M. Zahr Department of Pure Mathematc, Faculty of Mathematcal Scence Tarbat Modare Unverty, P.O.

More information

( ) + + REFLECTION FROM A METALLIC SURFACE

( ) + + REFLECTION FROM A METALLIC SURFACE REFLECTION FROM A METALLIC SURFACE For a metallc medum the delectrc functon and the ndex of refracton are complex valued functons. Ths s also the case for semconductors and nsulators n certan frequency

More information

(b) i(t) for t 0. (c) υ 1 (t) and υ 2 (t) for t 0. Solution: υ 2 (0 ) = I 0 R 1 = = 10 V. υ 1 (0 ) = 0. (Given).

(b) i(t) for t 0. (c) υ 1 (t) and υ 2 (t) for t 0. Solution: υ 2 (0 ) = I 0 R 1 = = 10 V. υ 1 (0 ) = 0. (Given). Problem 5.37 Pror to t =, capactor C 1 n the crcut of Fg. P5.37 was uncharged. For I = 5 ma, R 1 = 2 kω, = 5 kω, C 1 = 3 µf, and C 2 = 6 µf, determne: (a) The equvalent crcut nvolvng the capactors for

More information

Image Registration for a Series of Chest Radiograph Images

Image Registration for a Series of Chest Radiograph Images Proceedng of the 5th WE Internatonal Conference on gnal Proceng, Itanbul, Turkey, May 7-9, 006 (pp179-184) Image Regtraton for a ere of Chet Radograph Image Omar Mohd. Rjal*, Norlza Mohd. Noor, hee Lee

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

Phys 402: Raman Scattering. Spring Introduction: Brillouin and Raman spectroscopy. Raman scattering: how does it look like?

Phys 402: Raman Scattering. Spring Introduction: Brillouin and Raman spectroscopy. Raman scattering: how does it look like? Phy 402: Raman Scatterng Sprng 2008 1 Introducton: Brlloun and Raman pectrocopy Inelatc lght catterng medated by the electronc polarzablty of the medum a materal or a molecule catter rradant lght from

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

KEY POINTS FOR NUMERICAL SIMULATION OF INCLINATION OF BUILDINGS ON LIQUEFIABLE SOIL LAYERS

KEY POINTS FOR NUMERICAL SIMULATION OF INCLINATION OF BUILDINGS ON LIQUEFIABLE SOIL LAYERS KY POINTS FOR NUMRICAL SIMULATION OF INCLINATION OF BUILDINGS ON LIQUFIABL SOIL LAYRS Jn Xu 1, Xaomng Yuan, Jany Zhang 3,Fanchao Meng 1 1 Student, Dept. of Geotechncal ngneerng, Inttute of ngneerng Mechanc,

More information

BOUNDARY ELEMENT METHODS FOR VIBRATION PROBLEMS. Ashok D. Belegundu Professor of Mechanical Engineering Penn State University

BOUNDARY ELEMENT METHODS FOR VIBRATION PROBLEMS. Ashok D. Belegundu Professor of Mechanical Engineering Penn State University BOUNDARY ELEMENT METHODS FOR VIBRATION PROBLEMS by Aho D. Belegundu Profeor of Mechancal Engneerng Penn State Unverty ahobelegundu@yahoo.com ASEE Fello, Summer 3 Colleague at NASA Goddard: Danel S. Kaufman

More information

M. Mechee, 1,2 N. Senu, 3 F. Ismail, 3 B. Nikouravan, 4 and Z. Siri Introduction

M. Mechee, 1,2 N. Senu, 3 F. Ismail, 3 B. Nikouravan, 4 and Z. Siri Introduction Hndaw Publhng Corporaton Mathematcal Problem n Engneerng Volume 23, Artcle ID 795397, 7 page http://dx.do.org/.55/23/795397 Reearch Artcle A Three-Stage Ffth-Order Runge-Kutta Method for Drectly Solvng

More information

Waveguides and resonant cavities

Waveguides and resonant cavities Wavegudes and resonant cavtes February 8, 014 Essentally, a wavegude s a conductng tube of unform cross-secton and a cavty s a wavegude wth end caps. The dmensons of the gude or cavty are chosen to transmt,

More information

Buckling analysis of piezoelectric composite plates using NURBSbased isogeometric finite elements and higher-order shear deformation theory

Buckling analysis of piezoelectric composite plates using NURBSbased isogeometric finite elements and higher-order shear deformation theory Proceedng of the 3 rd nternatonal Conference on Fracture Fatgue and Wear, pp. 134-140, 014 Bucklng analy of pezoelectrc compote plate ung NURBSbaed ogeometrc fnte element and hgher-order hear deformaton

More information

The discrete dipole approximation: an overview and recent developments

The discrete dipole approximation: an overview and recent developments The dcrete dpole approxmaton: an overvew and recent development M.A. Yurkn a,b, and A.G. Hoektra a a Secton Computatonal Scence, Faculty of Scence, Unverty of Amterdam, Krulaan 40, 1098 SJ, Amterdam, The

More information

AIR FORCE INSTITUTE OF TECHNOLOGY

AIR FORCE INSTITUTE OF TECHNOLOGY THE CATTERING OF PARTIALLY COHERENT ELECTROMAGNETIC BEAM ILLUMINATION FROM TATITICALLY ROUGH URFACE DIERTATION Mark F. pencer AFIT-ENG-D-4-J-7 DEPARTMENT OF THE AIR FORCE AIR UNIVERITY AIR FORCE INTITUTE

More information

PHYSICS - CLUTCH CH 28: INDUCTION AND INDUCTANCE.

PHYSICS - CLUTCH CH 28: INDUCTION AND INDUCTANCE. !! www.clutchprep.com CONCEPT: ELECTROMAGNETIC INDUCTION A col of wre wth a VOLTAGE across each end wll have a current n t - Wre doesn t HAVE to have voltage source, voltage can be INDUCED V Common ways

More information

Physics 114 Exam 2 Fall 2014 Solutions. Name:

Physics 114 Exam 2 Fall 2014 Solutions. Name: Physcs 114 Exam Fall 014 Name: For gradng purposes (do not wrte here): Queston 1. 1... 3. 3. Problem Answer each of the followng questons. Ponts for each queston are ndcated n red. Unless otherwse ndcated,

More information

Research Article Runge-Kutta Type Methods for Directly Solving Special Fourth-Order Ordinary Differential Equations

Research Article Runge-Kutta Type Methods for Directly Solving Special Fourth-Order Ordinary Differential Equations Hndaw Publhng Corporaton Mathematcal Problem n Engneerng Volume 205, Artcle ID 893763, page http://dx.do.org/0.55/205/893763 Reearch Artcle Runge-Kutta Type Method for Drectly Solvng Specal Fourth-Order

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

Supporting Information. Hydroxyl Radical Production by H 2 O 2 -Mediated. Conditions

Supporting Information. Hydroxyl Radical Production by H 2 O 2 -Mediated. Conditions Supportng Informaton Hydroxyl Radcal Producton by H 2 O 2 -Medated Oxdaton of Fe(II) Complexed by Suwannee Rver Fulvc Acd Under Crcumneutral Frehwater Condton Chrtopher J. Mller, Andrew L. Roe, T. Davd

More information

MODERN systems theory has its roots in electrical. Why RLC realizations of certain impedances need many more energy storage elements than expected

MODERN systems theory has its roots in electrical. Why RLC realizations of certain impedances need many more energy storage elements than expected Why RLC realzaton of certan mpedance need many more energy torage element than expected Tmothy H. Hughe arxv:6.0658v [c.sy] Jan 08 btract It a gnfcant and longtandng puzzle that the retor, nductor, capactor

More information

A Hybrid Nonlinear Active Noise Control Method Using Chebyshev Nonlinear Filter

A Hybrid Nonlinear Active Noise Control Method Using Chebyshev Nonlinear Filter A Hybrd Nonlnear Actve Noe Control Method Ung Chebyhev Nonlnear Flter Bn Chen,, Shuyue Yu, Yan Gao School of Automaton, Beng Unverty of Pot and elecommuncaton, Beng, 00876, Chna Key Laboratory of Noe and

More information

Distributed Control for the Parallel DC Linked Modular Shunt Active Power Filters under Distorted Utility Voltage Condition

Distributed Control for the Parallel DC Linked Modular Shunt Active Power Filters under Distorted Utility Voltage Condition Dtrbted Control for the Parallel DC Lnked Modlar Shnt Actve Power Flter nder Dtorted Utlty Voltage Condton Reearch Stdent: Adl Salman Spervor: Dr. Malabka Ba School of Electrcal and Electronc Engneerng

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

Magnetic Field Around The New 400kV OH Power Transmission Lines In Libya

Magnetic Field Around The New 400kV OH Power Transmission Lines In Libya ECENT ADVANCES n ENEGY & ENVIONMENT Magnetc Feld Around The New kv OH Power Transmsson Lnes In Lbya JAMAL M. EHTAIBA * SAYEH M. ELHABASHI ** Organzaton for Development of Admnstratve Centers, ODAC MISUATA

More information

Performance Bounds for P2P Streaming System with Transcoding

Performance Bounds for P2P Streaming System with Transcoding Appl. Math. Inf. Sc. 7, No. 6, 2477-2484 2013 2477 Appled Mathematc & Informaton Scence An Internatonal Journal http://dx.do.org/10.12785/am/070641 Performance Bound for P2P Streamng Sytem wth Trancodng

More information

Light diffraction by a subwavelength circular aperture

Light diffraction by a subwavelength circular aperture Early Vew publcaton on www.nterscence.wley.com ssue and page numbers not yet assgned; ctable usng Dgtal Object Identfer DOI) Laser Phys. Lett. 1 5 25) / DOI 1.12/lapl.2516 1 Abstract: Dffracton of normally

More information

Introduction to circuit analysis. Classification of Materials

Introduction to circuit analysis. Classification of Materials Introducton to crcut analyss OUTLINE Electrcal quanttes Charge Current Voltage Power The deal basc crcut element Sgn conventons Current versus voltage (I-V) graph Readng: 1.2, 1.3,1.6 Lecture 2, Slde 1

More information

Plastic Analysis and Design of Steel Plate Shear Walls

Plastic Analysis and Design of Steel Plate Shear Walls 7 Platc Analy and Degn of Steel Plate Shear Wall Jeffrey Berman Department of Cvl, Structural & Envronmental Engneerng, Unverty at Buffalo Reearch Supervor: Mchel Bruneau, Profeor Summary A reved procedure

More information

EECE 301 Signals & Systems Prof. Mark Fowler

EECE 301 Signals & Systems Prof. Mark Fowler -T Sytem: Ung Bode Plot EEE 30 Sgnal & Sytem Pro. Mark Fowler Note Set #37 /3 Bode Plot Idea an Help Vualze What rcut Do Lowpa Flter Break Pont = / H ( ) j /3 Hghpa Flter c = / L Bandpa Flter n nn ( a)

More information

Physics for Scientists & Engineers 2

Physics for Scientists & Engineers 2 Equpotental Surfaces and Lnes Physcs for Scentsts & Engneers 2 Sprng Semester 2005 Lecture 9 January 25, 2005 Physcs for Scentsts&Engneers 2 1 When an electrc feld s present, the electrc potental has a

More information

Lecture #4 Capacitors and Inductors Energy Stored in C and L Equivalent Circuits Thevenin Norton

Lecture #4 Capacitors and Inductors Energy Stored in C and L Equivalent Circuits Thevenin Norton EES ntro. electroncs for S Sprng 003 Lecture : 0/03/03 A.R. Neureuther Verson Date 0/0/03 EES ntroducton to Electroncs for omputer Scence Andrew R. Neureuther Lecture # apactors and nductors Energy Stored

More information

Note: Please use the actual date you accessed this material in your citation.

Note: Please use the actual date you accessed this material in your citation. MIT OpenCourseWare http://ocw.mt.edu 6.13/ESD.13J Electromagnetcs and Applcatons, Fall 5 Please use the followng ctaton format: Markus Zahn, Erch Ippen, and Davd Staeln, 6.13/ESD.13J Electromagnetcs and

More information