2D Finite Element Formulation for 3D Temperature Analysis of Layered Hybrid Structures

Size: px
Start display at page:

Download "2D Finite Element Formulation for 3D Temperature Analysis of Layered Hybrid Structures"

Transcription

1 D Finite Element Formultion for 3D emperture Anlysis of Lyered Hyrid Structures Rimund Rolfes, Jn eßmer Institut für Struturmechni, DLR e.v., Brunschweig, Germny Summry: hree-dimensionl (3D) finite element formultions re usully pplied for the nlysis of temperture fields for hyrid nd conventionl composite structures. his leds to high effort with respect to discretistion nd computtion time, especilly for trnsient clcultions. Using new formultion sing on two-dimensionl (D) finite element discretistion it is now possile to pproximte the three-dimensionl temperture field very effectively. hrough comintion of lyerwise shpe functions in thicness direction (liner or qudrtic) nd suitle het trnsfer conditions t the interfces the nodl numer of degrees of freedom remins independent from the numer of lyers. In conjunction with shell elements tht re generlly pplied for the stress nlysis of thin composite structures it is lso esier to trnsfer temperture dt fields due to the sme two-dimensionl discretistion. his leds to fst nd ccurte formultion for the temperture nlysis of hyrid composite structures. Keywords: Finite elements; therml nlysis; hyrid composite structures; lyerwise theory Numericl Simultion of Het rnsfer My 9-0, 00

2 Introduction One min ojective of the therml nlysis is to control if structure fulfils the therml requirements nd to supply the full three-dimensionl temperture distriution s input for the thermo-mechnicl nlysis. In the cse of composites nd sndwich structures the lyers hve different therml conductivities in different directions. Figure shows different composites nd typicl sndwich structure. Fce Sheet Fier/resin Composite structure Hyrid composite structure Aluminum sheet Honeycom Core Sndwich structure Figure : Exmples of composite nd sndwich structures For the evlution of the full three-dimensionl temperture distriution 3D finite element or finite difference methods re commonly used. his leds to high modelling nd numericl effort, which is not cceptle within design process. Besides, for thermo-mechnicl clcultions twodimensionl model is sufficient, since most commercil finite element codes provide two-dimensionl finite elements for composite nd sndwich structures. herefore it is desirle to hve finite elements, sed on two-dimensionl model, which cn clculte the full three-dimensionl temperture distriution reducing the modelling nd numericl effort drsticlly. For lminted composites (CFRP) Rolfes [7] hs proposed liner therml lmintion theory which is nlogous to the first order sher deformtion theory (FSD). For locl effects or trnsient prolems the sme uthor hs suggested qudrtic therml lmintion theory. Susequently, new D finite element formultions re outlined which re sed on lyerwise liner or qudrtic temperture distriutions in thicness direction. his llows for composite structures with different therml conductivity in thicness direction for ech lyer. hey cn e used especilly for lightweight structures in very cold or very hot environments where lyers with different therml nd stiffness properties re comined in one ly-up. It should e mentioned tht these finite element formultions fcilitte the possiility to e used within concurrent integrted engineering process. Due to two-dimensionl dt structure of the therml model it cn e coupled much esier to mechnicl models consisting of shell elements thn conventionl three-dimensionl therml models. his is importnt for fst nd ccurte nlysis within the preliminry design phse of structurl prts. Finite Element Formultion CFRP, hyrid composites nd sndwich structures cn e idelised s lyered structures, see figure. For lyers in which ll modes of het trnsfer (het conduction, rdition nd convection) occur (for exmple honeycom cores) therml homogenistion is necessry. his homogenistion is not specific requirement for D finite elements, ut is eqully needed if 3D finite element or finite difference model is pplied. A lyerwise discretistion with 3D finite elements is very costly. herefore different pproches hve een mde to reduce the modelling effort. For n overview of different methods see [4] nd [8]. An useful method for CFRP structures ws developed y Rolfes [7]. It descries the therml lmintion theory (L), ssuming either liner or qudrtic temperture distriutions over the whole lminte. his theory holds for the following conditions: - Identicl therml conductivity of ll lyers in the thicness direction - No het-trnsfer resistnce t the interfces he liner L cn then e formulted s xyz (,, ) = ( xy, ) + z (, xy). () ( ) ( ) 0 0, z Non-liner temperture distriutions in thicness direction cn occur in the presence of Numericl Simultion of Het rnsfer My 9-0, 00

3 - lrge temperture grdients in the thicness direction in conjunction with temperture-dependent thermo-physicl properties - trnsient prolems with rpid heting - sptilly concentrted therml lods In such cses, the qudrtic L is etter suited. It ssumes ( ) ( ) z ( ) xyz (,, ) = 0 (, xy) + z 0, z ( xy, ) + 0, zz( xy, ). () For modelling hyrid structures (e.g. metllic multiwll PS, hyrid composites (GLARE), sndwiches or hot structures) it is necessry to give up the first condition stted ove, nd therefore ssuming - different therml conductivity of ech lyer in thicness direction. his leds to the need of lyerwise theories. A liner lyered theory (LL) (conf. Figure ) ws first used y Sipetov [9] for stedy stte therml prolems. It ssumes for ech lyer ( xyz,, ) = ( xy, ) + z ( xy, ) (3) ( ) ( ) ( ) 0 0, z Using two het trnsfer equilirium conditions t ech lyer interfce for the - temperture, - het flux in trnsverse direction, the numer of functionl degrees of freedom cn e mde independent from the numer of lyers. his theory ws extended to trnsient prolems y Noc nd Rolfes [3]. For the sme resons s stted for the L, qudrtic lyered theory ws formulted for trnsient therml prolems nd locl het lods. It reds ( ) ( ) ( ) z ( ) ( xyz,, ) = 0 ( xy, ) + z 0, z ( xy, ) + 0, zz(, xy). (4) By the use of third het trnsfer equilirium condition t ech lyer interfce for - the chnge of the het flux in trnsverse direction, gin the numer of functionl degrees of freedom cn e mde independent from the numer of lyers. Bsed on these theories the finite elements QUADLL nd QUADQL were developed, showing liner or qudrtic temperture distriutions in thicness direction for ech lyer. N (z) z z = 0 t t z +d -z z () 0 () 0,z LL Figure : Lyered design of composite nd sndwich structures Numericl Simultion of Het rnsfer 3 My 9-0, 00

4 Strting with Fourier s lw for lyer of nisotropic mteril ( ) ( ) ( ) q = K (grd ) (5) equtions (3) nd (4) my lterntively e used for the pproximtion of the temperture. Introducing the ove mentioned het trnsfer equilirium conditions t the lyer interfces leds to for the liner lyerwise pproximtion nd ( xyz,, ) = ( xy, ) + z () z ( xy, ) (6) ( ) ( ) ( ) 0 0, z ( xyz,, ) = ( xy, ) + z () z (, xy) + z ( zz, ) ( xy, ) (7) ( ) ( ) ( ) ( ) 0 0, z 0, zz for the qudrtic lyerwise pproximtion. he index denotes the reference lyer. For the vlues of z nd z, which re functions of the thicness-coordinte z, see [3] nd [4]. It is importnt tht for oth formultions the functionl degrees of freedom remin independent of the numer of lyers which is crucil for the needed computtionl effort. Integrting these equtions into the three-dimensionl we formultion for liner stedy-stte het trnsfer Ω grd ) ( v KgrddΩ+ qn vdγ= 0 (8) it is possile to split the integrtion in z-direction from the integrtion in x- nd y-direction. Performing the integrtion in z-direction nlyticlly, the finite element method hs to e pplied to the remining two-dimensionl we formultion A Γ NKN ϑ da+ qnvdγ= 0. (9) In eqution (8) v is the test function. he oundry conditions t the edge Γ, considering free convection q nd het flux q, red c Γ qn = qc + q. (0) he integrtion in z-direction leds to the modified het conduction mtrix K. he shpe functions nd their derivtives re summrised in the mtrix N nd the nodl degrees of freedom in the vector ϑ. Eqution (9) cn now e implemented into n ordinry D finite element formultion. For detils of the referred vlues see [3] nd [4]. 3 Exmples A squre plte with locl het flux of q = 00 W/m ws considered. At the ottom of the plte convection oundry condition with n mient temperture of = 0 C nd α c = 30 W/m K ws pplied. he geometry is shown in figure 3. het flux point p Figure 3: Exmple prolem for the therml nlysis Numericl Simultion of Het rnsfer 4 My 9-0, 00

5 wo different composites were nlysed. he temperture distriutions in trnsverse direction t point P re shown in figure 4. he results show good greement etween D nd 3D nlysis. Especilly, qudrtic lyered theory nd 3D results mtch excellently. Numericl nd modelling effort re drsticlly reduced y the new finite elements. Sndwich Hyrid Composite (CARE) 6 4 D LL D QL 3D MSC/NASRAN 0, ,6 D LL D QL 3D MSC/NASRAN 0,3 z [mm] 0 - z [mm] 0,0-0,3-4 -0,6-6 -0, emperture [ C] emperture [ C] Figure 4: Comprison of D nd 3D therml nlysis (trnsverse temperture distriution t point P) 4 References [] Argyris, J.; ene, L.; Öerg, F.: A Multilyer Composite ringulr Element for Stedy Stte Conduction/Convection/Rdition Het rnsfer in Complex Shells, Computer Methods in Applied Mechnics nd Engineering 0, 995, 7-30 [] Diers, A.; Rolfes, R.: Berücsichtigung von Strhlungsrndedingungen ei der hermlnlyse von Fserverundstruturen mit Hilfe der Methode der finiten Elemente, DLR Report IB3-96/3, Brunschweig, 996 [3] Noc, J.; Rolfes, R.: Efficient therml nlysis of hot structures using new finite elements, Proceedings Europen Conference on Spcecrft Structure, Mterils nd Mechnicl esting, Brunschweig, Germny, 998, 7-0 [4] Noc, J.: Eine schichtweise heorie und Numeri für Wärmeleitung in Hyridstruturen, Disserttion, FB Mschinenu, U Brunschweig, 000 [5] Noor, A.K.; Burton, W.S.: Stedy-Stte Het Conduction in Multilyered Composite Pltes nd Shells, Computers & Structures. 39, 99, [6] Reddy, J.N.: A Simple Higher-Order heory for Lminted Composite Pltes, Journl of Applied Mechnics 5, 984, [7] Rolfes, R.: Higher Order heory nd Finite Element for Het Conduction in Composites, in: Lewis, R.W.; Chin, J.H.; Homsy, G.M. (ed): Numericl Methods in herml Prolems, Proceedings of the Seventh Interntionl Conference. vol. VII, 99, [8] Rolfes, R., Noc, J., eschner: "High performnce 3D-nlysis of thermo-mechniclly loded composite structures", Composite Structures 46, 999, [9] Sipetov, V.S; Krpilovsii, V.S; Demchu, O.N.: Appliction of the Finite Element Method to Solve the Sttionry Het Conduction Prolem of Piecewise Inhomogeneous Systems, in: J. Eng. Phys. 55, Nr. 6, 989, Numericl Simultion of Het rnsfer 5 My 9-0, 00

TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING

TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING Sung Joon Kim*, Dong-Chul Che Kore Aerospce Reserch Institute, 45 Eoeun-Dong, Youseong-Gu, Dejeon, 35-333, Kore Phone : 82-42-86-231 FAX

More information

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur Module Anlysis of Stticlly Indeterminte Structures by the Mtrix Force Method Version CE IIT, Khrgpur esson 9 The Force Method of Anlysis: Bems (Continued) Version CE IIT, Khrgpur Instructionl Objectives

More information

Reasoning to Solve Equations and Inequalities

Reasoning to Solve Equations and Inequalities Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing

More information

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl

More information

SPH simulation of fluid-structure interaction problems

SPH simulation of fluid-structure interaction problems Diprtimento di ingegneri idrulic e mientle SPH simultion of fluid-structure interction prolems C. Antoci, M. Gllti, S. Siill Reserch project Prolem: deformtion of plte due to the ction of fluid (lrge displcement

More information

Design Example 1 Special Moment Frame

Design Example 1 Special Moment Frame Design Exmple 1 pecil Moment Frme OVERVIEW tructurl steel specil moment frmes (MF) re typiclly comprised of wide-flnge bems, columns, nd bem-column connections. Connections re proportioned nd detiled to

More information

Vector differentiation. Chapters 6, 7

Vector differentiation. Chapters 6, 7 Chpter 2 Vectors Courtesy NASA/JPL-Cltech Summry (see exmples in Hw 1, 2, 3) Circ 1900 A.D., J. Willird Gis invented useful comintion of mgnitude nd direction clled vectors nd their higher-dimensionl counterprts

More information

ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE

ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE Ildikó Boros, Dr. Attil Aszódi Budpest University of Technology nd Economics, Institute of Nucler Techniques Abstrct The therml

More information

FAULT TREES AND RELIABILITY BLOCK DIAGRAMS. Harry G. Kwatny. Department of Mechanical Engineering & Mechanics Drexel University

FAULT TREES AND RELIABILITY BLOCK DIAGRAMS. Harry G. Kwatny. Department of Mechanical Engineering & Mechanics Drexel University SYSTEM FAULT AND Hrry G. Kwtny Deprtment of Mechnicl Engineering & Mechnics Drexel University OUTLINE SYSTEM RBD Definition RBDs nd Fult Trees System Structure Structure Functions Pths nd Cutsets Reliility

More information

EQUATIONS OF LINES AND PLANES

EQUATIONS OF LINES AND PLANES EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint

More information

g(y(a), y(b)) = o, B a y(a)+b b y(b)=c, Boundary Value Problems Lecture Notes to Accompany

g(y(a), y(b)) = o, B a y(a)+b b y(b)=c, Boundary Value Problems Lecture Notes to Accompany Lecture Notes to Accompny Scientific Computing An Introductory Survey Second Edition by Michel T Heth Boundry Vlue Problems Side conditions prescribing solution or derivtive vlues t specified points required

More information

Simulation of operation modes of isochronous cyclotron by a new interative method

Simulation of operation modes of isochronous cyclotron by a new interative method NUKLEONIKA 27;52(1):29 34 ORIGINAL PAPER Simultion of opertion modes of isochronous cyclotron y new intertive method Ryszrd Trszkiewicz, Mrek Tlch, Jcek Sulikowski, Henryk Doruch, Tdeusz Norys, Artur Srok,

More information

Factoring Polynomials

Factoring Polynomials Fctoring Polynomils Some definitions (not necessrily ll for secondry school mthemtics): A polynomil is the sum of one or more terms, in which ech term consists of product of constnt nd one or more vribles

More information

COMPONENTS: COMBINED LOADING

COMPONENTS: COMBINED LOADING LECTURE COMPONENTS: COMBINED LOADING Third Edition A. J. Clrk School of Engineering Deprtment of Civil nd Environmentl Engineering 24 Chpter 8.4 by Dr. Ibrhim A. Asskkf SPRING 2003 ENES 220 Mechnics of

More information

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered:

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered: Appendi D: Completing the Squre nd the Qudrtic Formul Fctoring qudrtic epressions such s: + 6 + 8 ws one of the topics introduced in Appendi C. Fctoring qudrtic epressions is useful skill tht cn help you

More information

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( )

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( ) Polynomil Functions Polynomil functions in one vrible cn be written in expnded form s n n 1 n 2 2 f x = x + x + x + + x + x+ n n 1 n 2 2 1 0 Exmples of polynomils in expnded form re nd 3 8 7 4 = 5 4 +

More information

Effect of microscopic damage events on static and ballistic impact strength of triaxial braid composites

Effect of microscopic damage events on static and ballistic impact strength of triaxial braid composites Astrct Sumitted to CompTest 2008 4th Interntionl Conference on Composites Testing nd Model Identifiction 20-22 Octoer, 2008 Dton, OH Effect of microscopic dmge events on sttic nd llistic impct strength

More information

Example A rectangular box without lid is to be made from a square cardboard of sides 18 cm by cutting equal squares from each corner and then folding

Example A rectangular box without lid is to be made from a square cardboard of sides 18 cm by cutting equal squares from each corner and then folding 1 Exmple A rectngulr box without lid is to be mde from squre crdbord of sides 18 cm by cutting equl squres from ech corner nd then folding up the sides. 1 Exmple A rectngulr box without lid is to be mde

More information

5.2. LINE INTEGRALS 265. Let us quickly review the kind of integrals we have studied so far before we introduce a new one.

5.2. LINE INTEGRALS 265. Let us quickly review the kind of integrals we have studied so far before we introduce a new one. 5.2. LINE INTEGRALS 265 5.2 Line Integrls 5.2.1 Introduction Let us quickly review the kind of integrls we hve studied so fr before we introduce new one. 1. Definite integrl. Given continuous rel-vlued

More information

15.6. The mean value and the root-mean-square value of a function. Introduction. Prerequisites. Learning Outcomes. Learning Style

15.6. The mean value and the root-mean-square value of a function. Introduction. Prerequisites. Learning Outcomes. Learning Style The men vlue nd the root-men-squre vlue of function 5.6 Introduction Currents nd voltges often vry with time nd engineers my wish to know the verge vlue of such current or voltge over some prticulr time

More information

Lecture 25: More Rectangular Domains: Neumann Problems, mixed BC, and semi-infinite strip problems

Lecture 25: More Rectangular Domains: Neumann Problems, mixed BC, and semi-infinite strip problems Introductory lecture notes on Prtil ifferentil Equtions - y Anthony Peirce UBC 1 Lecture 5: More Rectngulr omins: Neumnn Prolems, mixed BC, nd semi-infinite strip prolems Compiled 6 Novemer 13 In this

More information

Uplift Capacity of K-Series Open Web Steel Joist Seats. Florida, Gainesville, FL 32611; email: psgreen@ce.ufl.edu

Uplift Capacity of K-Series Open Web Steel Joist Seats. Florida, Gainesville, FL 32611; email: psgreen@ce.ufl.edu Uplift Cpcity of K-Series Open Web Steel Joist Sets Perry S. Green, Ph.D, M.ASCE 1 nd Thoms Sputo, Ph.D., P.E., M.ASCE 2 1 Assistnt Professor, Deprtment of Civil nd Costl Engineering, University of Florid,

More information

Rate and Activation Energy of the Iodination of Acetone

Rate and Activation Energy of the Iodination of Acetone nd Activtion Energ of the Iodintion of Acetone rl N. eer Dte of Eperiment: //00 Florence F. Ls (prtner) Abstrct: The rte, rte lw nd ctivtion energ of the iodintion of cetone re detered b observing the

More information

The Acoustic Design of Soundproofing Doors and Windows

The Acoustic Design of Soundproofing Doors and Windows 3 The Open Acoustics Journl, 1, 3, 3-37 The Acoustic Design of Soundproofing Doors nd Windows Open Access Nishimur Yuy,1, Nguyen Huy Qung, Nishimur Sohei 1, Nishimur Tsuyoshi 3 nd Yno Tkshi 1 Kummoto Ntionl

More information

CS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001

CS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001 CS99S Lortory 2 Preprtion Copyright W. J. Dlly 2 Octoer, 2 Ojectives:. Understnd the principle of sttic CMOS gte circuits 2. Build simple logic gtes from MOS trnsistors 3. Evlute these gtes to oserve logic

More information

Integration by Substitution

Integration by Substitution Integrtion by Substitution Dr. Philippe B. Lvl Kennesw Stte University August, 8 Abstrct This hndout contins mteril on very importnt integrtion method clled integrtion by substitution. Substitution is

More information

Rotating DC Motors Part II

Rotating DC Motors Part II Rotting Motors rt II II.1 Motor Equivlent Circuit The next step in our consiertion of motors is to evelop n equivlent circuit which cn be use to better unerstn motor opertion. The rmtures in rel motors

More information

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator AP Clculus Finl Review Sheet When you see the words. This is wht you think of doing. Find the zeros Find roots. Set function =, fctor or use qudrtic eqution if qudrtic, grph to find zeros on clcultor.

More information

Or more simply put, when adding or subtracting quantities, their uncertainties add.

Or more simply put, when adding or subtracting quantities, their uncertainties add. Propgtion of Uncertint through Mthemticl Opertions Since the untit of interest in n eperiment is rrel otined mesuring tht untit directl, we must understnd how error propgtes when mthemticl opertions re

More information

A Network Management System for Power-Line Communications and its Verification by Simulation

A Network Management System for Power-Line Communications and its Verification by Simulation A Network Mngement System for Power-Line Communictions nd its Verifiction y Simultion Mrkus Seeck, Gerd Bumiller GmH Unterschluerscher-Huptstr. 10, D-90613 Großhersdorf, Germny Phone: +49 9105 9960-51,

More information

ORBITAL MANEUVERS USING LOW-THRUST

ORBITAL MANEUVERS USING LOW-THRUST Proceedings of the 8th WSEAS Interntionl Conference on SIGNAL PROCESSING, ROBOICS nd AUOMAION ORBIAL MANEUVERS USING LOW-HRUS VIVIAN MARINS GOMES, ANONIO F. B. A. PRADO, HÉLIO KOII KUGA Ntionl Institute

More information

Correction methods for pulsed neutron source reactivity measurement in accelerator driven systems

Correction methods for pulsed neutron source reactivity measurement in accelerator driven systems NUKLEONIKA 2013;58(2):287 293 ORIGINAL PAPER Correction methods for pulsed neutron source rectivity mesurement in ccelertor driven systems Pweł Gjd, Jerzy Jnczyszyn, Włdysłw Pohorecki Astrct. Importnt

More information

Math 135 Circles and Completing the Square Examples

Math 135 Circles and Completing the Square Examples Mth 135 Circles nd Completing the Squre Exmples A perfect squre is number such tht = b 2 for some rel number b. Some exmples of perfect squres re 4 = 2 2, 16 = 4 2, 169 = 13 2. We wish to hve method for

More information

Math 314, Homework Assignment 1. 1. Prove that two nonvertical lines are perpendicular if and only if the product of their slopes is 1.

Math 314, Homework Assignment 1. 1. Prove that two nonvertical lines are perpendicular if and only if the product of their slopes is 1. Mth 4, Homework Assignment. Prove tht two nonverticl lines re perpendiculr if nd only if the product of their slopes is. Proof. Let l nd l e nonverticl lines in R of slopes m nd m, respectively. Suppose

More information

Regular Sets and Expressions

Regular Sets and Expressions Regulr Sets nd Expressions Finite utomt re importnt in science, mthemtics, nd engineering. Engineers like them ecuse they re super models for circuits (And, since the dvent of VLSI systems sometimes finite

More information

Lectures 8 and 9 1 Rectangular waveguides

Lectures 8 and 9 1 Rectangular waveguides 1 Lectures 8 nd 9 1 Rectngulr wveguides y b x z Consider rectngulr wveguide with 0 < x b. There re two types of wves in hollow wveguide with only one conductor; Trnsverse electric wves

More information

All pay auctions with certain and uncertain prizes a comment

All pay auctions with certain and uncertain prizes a comment CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin

More information

Vectors and dyadics. Chapter 2. Summary. 2.1 Examples of scalars, vectors, and dyadics

Vectors and dyadics. Chapter 2. Summary. 2.1 Examples of scalars, vectors, and dyadics Chpter 2 Vectors nd dydics Summry Circ 1900 A.D., J. Willird Gis proposed the ide of vectors nd their higher-dimensionl counterprts dydics, tridics, ndpolydics. Vectors descrie three-dimensionl spce nd

More information

QUADRATURE METHODS. July 19, 2011. Kenneth L. Judd. Hoover Institution

QUADRATURE METHODS. July 19, 2011. Kenneth L. Judd. Hoover Institution QUADRATURE METHODS Kenneth L. Judd Hoover Institution July 19, 2011 1 Integrtion Most integrls cnnot be evluted nlyticlly Integrls frequently rise in economics Expected utility Discounted utility nd profits

More information

Space Vector Pulse Width Modulation Based Induction Motor with V/F Control

Space Vector Pulse Width Modulation Based Induction Motor with V/F Control Interntionl Journl of Science nd Reserch (IJSR) Spce Vector Pulse Width Modultion Bsed Induction Motor with V/F Control Vikrmrjn Jmbulingm Electricl nd Electronics Engineering, VIT University, Indi Abstrct:

More information

Use Geometry Expressions to create a more complex locus of points. Find evidence for equivalence using Geometry Expressions.

Use Geometry Expressions to create a more complex locus of points. Find evidence for equivalence using Geometry Expressions. Lerning Objectives Loci nd Conics Lesson 3: The Ellipse Level: Preclculus Time required: 120 minutes In this lesson, students will generlize their knowledge of the circle to the ellipse. The prmetric nd

More information

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100 hsn.uk.net Higher Mthemtics UNIT 3 OUTCOME 1 Vectors Contents Vectors 18 1 Vectors nd Sclrs 18 Components 18 3 Mgnitude 130 4 Equl Vectors 131 5 Addition nd Subtrction of Vectors 13 6 Multipliction by

More information

THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY

THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY GEOCHRONOMETRIA Vol. 2, pp 15-2, 21 Journl on Methods nd Applictions of Asolute Chronology THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY ALICJA CHRUŒCIÑSKA 1, HUBERT L. OCZKOWSKI

More information

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process An Undergrdute Curriculum Evlution with the Anlytic Hierrchy Process Les Frir Jessic O. Mtson Jck E. Mtson Deprtment of Industril Engineering P.O. Box 870288 University of Albm Tuscloos, AL. 35487 Abstrct

More information

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00 COMP20212 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE Digitl Design Techniques Dte: Fridy 16 th My 2008 Time: 14:00 16:00 Plese nswer ny THREE Questions from the FOUR questions provided

More information

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements The Effect of Crum Ruer Modifier (CRM) on the Performnce Properties of Ruerized Binders in HMA pvements Soon-Je Lee* Ph.D. Grdute Student Deprtment of Civil Engineering Clemson University Clemson, SC 29634-0911

More information

1. In the Bohr model, compare the magnitudes of the electron s kinetic and potential energies in orbit. What does this imply?

1. In the Bohr model, compare the magnitudes of the electron s kinetic and potential energies in orbit. What does this imply? Assignment 3: Bohr s model nd lser fundmentls 1. In the Bohr model, compre the mgnitudes of the electron s kinetic nd potentil energies in orit. Wht does this imply? When n electron moves in n orit, the

More information

The International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O

The International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O The Interntionl Assocition for the Properties of Wter nd Stem Lucerne, Sitzerlnd August 7 Relese on the Ioniztion Constnt of H O 7 The Interntionl Assocition for the Properties of Wter nd Stem Publiction

More information

A.7.1 Trigonometric interpretation of dot product... 324. A.7.2 Geometric interpretation of dot product... 324

A.7.1 Trigonometric interpretation of dot product... 324. A.7.2 Geometric interpretation of dot product... 324 A P P E N D I X A Vectors CONTENTS A.1 Scling vector................................................ 321 A.2 Unit or Direction vectors...................................... 321 A.3 Vector ddition.................................................

More information

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999 Economics Letters 65 (1999) 9 15 Estimting dynmic pnel dt models: guide for q mcroeconomists b, * Ruth A. Judson, Ann L. Owen Federl Reserve Bord of Governors, 0th & C Sts., N.W. Wshington, D.C. 0551,

More information

. At first sight a! b seems an unwieldy formula but use of the following mnemonic will possibly help. a 1 a 2 a 3 a 1 a 2

. At first sight a! b seems an unwieldy formula but use of the following mnemonic will possibly help. a 1 a 2 a 3 a 1 a 2 7 CHAPTER THREE. Cross Product Given two vectors = (,, nd = (,, in R, the cross product of nd written! is defined to e: " = (!,!,! Note! clled cross is VECTOR (unlike which is sclr. Exmple (,, " (4,5,6

More information

Published in International Journal of Heat Exchangers, 2004, Vol 5, Iss 2, P 379-401 OPTIMUM DESIGN OF CROSSFLOW PLATE-FIN HEAT EXCHANGERS THROUGH

Published in International Journal of Heat Exchangers, 2004, Vol 5, Iss 2, P 379-401 OPTIMUM DESIGN OF CROSSFLOW PLATE-FIN HEAT EXCHANGERS THROUGH Pulished in Interntionl Journl of Het Exchngers, 2004, Vol 5, Iss 2, P 379-401 Archived with Dspce@NITR, http://dspce.nitrkl.c.in/dspce OPTIMUM DESIGN OF CROSSFLOW PLATE-FIN HEAT EXCHANGERS THROUGH GENETIC

More information

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3. The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only

More information

Bayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom

Bayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom Byesin Updting with Continuous Priors Clss 3, 8.05, Spring 04 Jeremy Orloff nd Jonthn Bloom Lerning Gols. Understnd prmeterized fmily of distriutions s representing continuous rnge of hypotheses for the

More information

5 a LAN 6 a gateway 7 a modem

5 a LAN 6 a gateway 7 a modem STARTER With the help of this digrm, try to descrie the function of these components of typicl network system: 1 file server 2 ridge 3 router 4 ckone 5 LAN 6 gtewy 7 modem Another Novell LAN Router Internet

More information

Week 11 - Inductance

Week 11 - Inductance Week - Inductnce November 6, 202 Exercise.: Discussion Questions ) A trnsformer consists bsiclly of two coils in close proximity but not in electricl contct. A current in one coil mgneticlly induces n

More information

Answer, Key Homework 10 David McIntyre 1

Answer, Key Homework 10 David McIntyre 1 Answer, Key Homework 10 Dvid McIntyre 1 This print-out should hve 22 questions, check tht it is complete. Multiple-choice questions my continue on the next column or pge: find ll choices efore mking your

More information

Vectors and dyadics. Chapter 2. Summary. 2.1 Examples of scalars, vectors, and dyadics

Vectors and dyadics. Chapter 2. Summary. 2.1 Examples of scalars, vectors, and dyadics Chpter 2 Vectors nd dydics Summry Circ 1900 A.D., J. Willird Gis proposed the ide of vectors nd their higher-dimensionl counterprts dydics, tridics, ndpolydics. Vectors descrie three-dimensionl spce nd

More information

Section 5-4 Trigonometric Functions

Section 5-4 Trigonometric Functions 5- Trigonometric Functions Section 5- Trigonometric Functions Definition of the Trigonometric Functions Clcultor Evlution of Trigonometric Functions Definition of the Trigonometric Functions Alternte Form

More information

Experiment 6: Friction

Experiment 6: Friction Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht

More information

6.2 Volumes of Revolution: The Disk Method

6.2 Volumes of Revolution: The Disk Method mth ppliction: volumes of revolution, prt ii Volumes of Revolution: The Disk Method One of the simplest pplictions of integrtion (Theorem ) nd the ccumultion process is to determine so-clled volumes of

More information

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn 33337_0P03.qp 2/27/06 24 9:3 AM Chpter P Pge 24 Prerequisites P.3 Polynomils nd Fctoring Wht you should lern Polynomils An lgeric epression is collection of vriles nd rel numers. The most common type of

More information

Applications of X-Ray Photoabsorption Spectroscopy to the Determination of Local Structure in Organometallic Compounds

Applications of X-Ray Photoabsorption Spectroscopy to the Determination of Local Structure in Organometallic Compounds 8059 (28) B. Longto, F. Morndini. nd S. Bresdol, J. Orgnomet. Chem., 88, C7 (33) G. S. Arnold,. L. Klotz,. Hlper, nd M. K. DeArmond, Chem. Phys. (1975). Lett., 19, 546 (1973). (29) M. G. Clerici, S. Di

More information

Project 6 Aircraft static stability and control

Project 6 Aircraft static stability and control Project 6 Aircrft sttic stbility nd control The min objective of the project No. 6 is to compute the chrcteristics of the ircrft sttic stbility nd control chrcteristics in the pitch nd roll chnnel. The

More information

Techniques for Requirements Gathering and Definition. Kristian Persson Principal Product Specialist

Techniques for Requirements Gathering and Definition. Kristian Persson Principal Product Specialist Techniques for Requirements Gthering nd Definition Kristin Persson Principl Product Specilist Requirements Lifecycle Mngement Elicit nd define business/user requirements Vlidte requirements Anlyze requirements

More information

Physics 43 Homework Set 9 Chapter 40 Key

Physics 43 Homework Set 9 Chapter 40 Key Physics 43 Homework Set 9 Chpter 4 Key. The wve function for n electron tht is confined to x nm is. Find the normliztion constnt. b. Wht is the probbility of finding the electron in. nm-wide region t x

More information

The Velocity Factor of an Insulated Two-Wire Transmission Line

The Velocity Factor of an Insulated Two-Wire Transmission Line The Velocity Fctor of n Insulted Two-Wire Trnsmission Line Problem Kirk T. McDonld Joseph Henry Lbortories, Princeton University, Princeton, NJ 08544 Mrch 7, 008 Estimte the velocity fctor F = v/c nd the

More information

Graphs on Logarithmic and Semilogarithmic Paper

Graphs on Logarithmic and Semilogarithmic Paper 0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl

More information

Cost Functions for Assessment of Vehicle Dynamics

Cost Functions for Assessment of Vehicle Dynamics Cost Functions for Assessment of Vehicle Dynmics Dzmitry Svitski Automotive Engineering Deprtment Ilmenu University of Technology Ilmenu, Germny dzmitry.svitski@tu-ilmenu.de Pvel Nedom, Jroslv Mchn Skod

More information

Anisotropic Interfacial Free Energies of the Hard-Sphere Crystal-Melt Interfaces

Anisotropic Interfacial Free Energies of the Hard-Sphere Crystal-Melt Interfaces 6500 J. Phys. Chem. B 2005, 109, 6500-6504 Anisotropic Interfcil Free Energies of the Hrd-Sphere Crystl-Melt Interfces Yn Mu, Andrew Houk, nd Xueyu Song* Deprtment of Chemistry, Iow Stte UniVersity, Ames,

More information

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of

More information

2 DIODE CLIPPING and CLAMPING CIRCUITS

2 DIODE CLIPPING and CLAMPING CIRCUITS 2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of

More information

SPECIAL PRODUCTS AND FACTORIZATION

SPECIAL PRODUCTS AND FACTORIZATION MODULE - Specil Products nd Fctoriztion 4 SPECIAL PRODUCTS AND FACTORIZATION In n erlier lesson you hve lernt multipliction of lgebric epressions, prticulrly polynomils. In the study of lgebr, we come

More information

Review guide for the final exam in Math 233

Review guide for the final exam in Math 233 Review guide for the finl exm in Mth 33 1 Bsic mteril. This review includes the reminder of the mteril for mth 33. The finl exm will be cumultive exm with mny of the problems coming from the mteril covered

More information

www.mathsbox.org.uk e.g. f(x) = x domain x 0 (cannot find the square root of negative values)

www.mathsbox.org.uk e.g. f(x) = x domain x 0 (cannot find the square root of negative values) www.mthsbo.org.uk CORE SUMMARY NOTES Functions A function is rule which genertes ectl ONE OUTPUT for EVERY INPUT. To be defined full the function hs RULE tells ou how to clculte the output from the input

More information

Pure C4. Revision Notes

Pure C4. Revision Notes Pure C4 Revision Notes Mrch 0 Contents Core 4 Alger Prtil frctions Coordinte Geometry 5 Prmetric equtions 5 Conversion from prmetric to Crtesin form 6 Are under curve given prmetriclly 7 Sequences nd

More information

Integration. 148 Chapter 7 Integration

Integration. 148 Chapter 7 Integration 48 Chpter 7 Integrtion 7 Integrtion t ech, by supposing tht during ech tenth of second the object is going t constnt speed Since the object initilly hs speed, we gin suppose it mintins this speed, but

More information

THERMAL EXPANSION OF TUNGSTEN

THERMAL EXPANSION OF TUNGSTEN . THERMAL EXPANSION OF TUNGSTEN S515 By Peter Hidnert nd W. T. Sweeney ABSTRACT This pper gives the results of n investigtion on the therml expnsion of tungsten (99.98 per cent) over vrious temperture

More information

Babylonian Method of Computing the Square Root: Justifications Based on Fuzzy Techniques and on Computational Complexity

Babylonian Method of Computing the Square Root: Justifications Based on Fuzzy Techniques and on Computational Complexity Bbylonin Method of Computing the Squre Root: Justifictions Bsed on Fuzzy Techniques nd on Computtionl Complexity Olg Koshelev Deprtment of Mthemtics Eduction University of Texs t El Pso 500 W. University

More information

Project Recovery. . It Can Be Done

Project Recovery. . It Can Be Done Project Recovery. It Cn Be Done IPM Conference Wshington, D.C. Nov 4-7, 200 Wlt Lipke Oklhom City Air Logistics Center Tinker AFB, OK Overview Mngement Reserve Project Sttus Indictors Performnce Correction

More information

Vectors 2. 1. Recap of vectors

Vectors 2. 1. Recap of vectors Vectors 2. Recp of vectors Vectors re directed line segments - they cn be represented in component form or by direction nd mgnitude. We cn use trigonometry nd Pythgors theorem to switch between the forms

More information

Solenoid Operated Proportional Directional Control Valve (with Pressure Compensation, Multiple Valve Series)

Solenoid Operated Proportional Directional Control Valve (with Pressure Compensation, Multiple Valve Series) Solenoid Operted Proportionl Directionl Control Vlve (with Pressure Compenstion, Multiple Vlve Series) Hydrulic circuit (Exmple) v Fetures hese stcking type control vlves show pressure compensted type

More information

Operations with Polynomials

Operations with Polynomials 38 Chpter P Prerequisites P.4 Opertions with Polynomils Wht you should lern: Write polynomils in stndrd form nd identify the leding coefficients nd degrees of polynomils Add nd subtrct polynomils Multiply

More information

MATH 150 HOMEWORK 4 SOLUTIONS

MATH 150 HOMEWORK 4 SOLUTIONS MATH 150 HOMEWORK 4 SOLUTIONS Section 1.8 Show tht the product of two of the numbers 65 1000 8 2001 + 3 177, 79 1212 9 2399 + 2 2001, nd 24 4493 5 8192 + 7 1777 is nonnegtive. Is your proof constructive

More information

Rotating DC Motors Part I

Rotating DC Motors Part I Rotting DC Motors Prt I he previous lesson introduced the simple liner motor. Liner motors hve some prcticl pplictions, ut rotting DC motors re much more prolific. he principles which eplin the opertion

More information

Small Businesses Decisions to Offer Health Insurance to Employees

Small Businesses Decisions to Offer Health Insurance to Employees Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults

More information

Module Summary Sheets. C3, Methods for Advanced Mathematics (Version B reference to new book) Topic 2: Natural Logarithms and Exponentials

Module Summary Sheets. C3, Methods for Advanced Mathematics (Version B reference to new book) Topic 2: Natural Logarithms and Exponentials MEI Mthemtics in Ection nd Instry Topic : Proof MEI Structured Mthemtics Mole Summry Sheets C, Methods for Anced Mthemtics (Version B reference to new book) Topic : Nturl Logrithms nd Eponentils Topic

More information

MA 15800 Lesson 16 Notes Summer 2016 Properties of Logarithms. Remember: A logarithm is an exponent! It behaves like an exponent!

MA 15800 Lesson 16 Notes Summer 2016 Properties of Logarithms. Remember: A logarithm is an exponent! It behaves like an exponent! MA 5800 Lesson 6 otes Summer 06 Rememer: A logrithm is n eponent! It ehves like n eponent! In the lst lesson, we discussed four properties of logrithms. ) log 0 ) log ) log log 4) This lesson covers more

More information

Vectors. The magnitude of a vector is its length, which can be determined by Pythagoras Theorem. The magnitude of a is written as a.

Vectors. The magnitude of a vector is its length, which can be determined by Pythagoras Theorem. The magnitude of a is written as a. Vectors mesurement which onl descries the mgnitude (i.e. size) of the oject is clled sclr quntit, e.g. Glsgow is 11 miles from irdrie. vector is quntit with mgnitude nd direction, e.g. Glsgow is 11 miles

More information

Euler Euler Everywhere Using the Euler-Lagrange Equation to Solve Calculus of Variation Problems

Euler Euler Everywhere Using the Euler-Lagrange Equation to Solve Calculus of Variation Problems Euler Euler Everywhere Using the Euler-Lgrnge Eqution to Solve Clculus of Vrition Problems Jenine Smllwood Principles of Anlysis Professor Flschk My 12, 1998 1 1. Introduction Clculus of vritions is brnch

More information

Econ 4721 Money and Banking Problem Set 2 Answer Key

Econ 4721 Money and Banking Problem Set 2 Answer Key Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in

More information

One Minute To Learn Programming: Finite Automata

One Minute To Learn Programming: Finite Automata Gret Theoreticl Ides In Computer Science Steven Rudich CS 15-251 Spring 2005 Lecture 9 Fe 8 2005 Crnegie Mellon University One Minute To Lern Progrmming: Finite Automt Let me tech you progrmming lnguge

More information

Homework 3 Solutions

Homework 3 Solutions CS 341: Foundtions of Computer Science II Prof. Mrvin Nkym Homework 3 Solutions 1. Give NFAs with the specified numer of sttes recognizing ech of the following lnguges. In ll cses, the lphet is Σ = {,1}.

More information

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks

More information

OPTIMISATION OF GAS FLOW USING NETWORK ANALYSIS (NEWTON LOOP-NODE METHOD)

OPTIMISATION OF GAS FLOW USING NETWORK ANALYSIS (NEWTON LOOP-NODE METHOD) ICAST 2000 edited by Wn Rmli Wn Dud et. l 1001 Fculty of Engineering, Universiti Kebngsn Mlysi OPTIMISATION OF GAS FLOW USING NETWORK ANALYSIS (NEWTON LOOP-NODE METHOD) Zulkifli Abdul Mjid, Zulkefli Ycob

More information

Power consumption In operation At rest For wire sizing. Auxiliary switch

Power consumption In operation At rest For wire sizing. Auxiliary switch echnicl dt sheet SRF2A-S2-5(-O) Rotry ctutor with emergency function for utterfly vlves orque orue 2 2 2 m m m ominl voltge AC/DC 2 V Control Control Open-close Oen-close wo integrted uxiliry uiliry switches

More information

Geotechnical Stability Investigations on Mobile Construction Machines

Geotechnical Stability Investigations on Mobile Construction Machines Geotechnicl Stbility Investigtions on Mobile Construction Mchines Dipl.-Ing. Peter H. Beutinger Institute of Geotechnicl Engineering, University of Stuttgrt, Germny 1. Introduction Nowdys, there is hrdly

More information

EE247 Lecture 4. For simplicity, will start with all pole ladder type filters. Convert to integrator based form- example shown

EE247 Lecture 4. For simplicity, will start with all pole ladder type filters. Convert to integrator based form- example shown EE247 Lecture 4 Ldder type filters For simplicity, will strt with ll pole ldder type filters Convert to integrtor bsed form exmple shown Then will ttend to high order ldder type filters incorporting zeros

More information

Pentominoes. Pentominoes. Bruce Baguley Cascade Math Systems, LLC. The pentominoes are a simple-looking set of objects through which some powerful

Pentominoes. Pentominoes. Bruce Baguley Cascade Math Systems, LLC. The pentominoes are a simple-looking set of objects through which some powerful Pentominoes Bruce Bguley Cscde Mth Systems, LLC Astrct. Pentominoes nd their reltives the polyominoes, polycues, nd polyhypercues will e used to explore nd pply vrious importnt mthemticl concepts. In this

More information