Abstract IJERTV2IS International Journal of Engineering Research & Technology (IJERT) ISSN: Vol. 2 Issue 12, December
|
|
- Ambrose Bennett
- 5 years ago
- Views:
Transcription
1 Modelling, Simulation and Caracterization ZnO Piezoelectric Tin Films for FBAR Roger Ondo Ndong,*, Honoré Gnanga, Jean Aubin Ondo and Alain Foucaran. Laboratoire pluridisciplinaire des Sciences, LAPLUS, Ecole Normale Supérieure, BP 7009 Libreville Gabon. Institut Electronique du Sud, IES-Unité mixte de Recerce du CNRS n 54, Université Montpellier II, Place E. Bataillon, Montpellier cedex 05- France. Abstract Caracteristics of Zinc oxide (ZnO) piezoelectric tin films ave been investigated for tin film bulk acoustic resonators (FBAR) wit relationsip to bottom electrodes. Several critical parameters of te RF magnetron sputtering process deposition pressure, RF power, substrate temperature, O concentration and te target to substrate distance were determined to clarify teir effects on te material caracteristics of te ZnO. Higly c-axis oriented tin films as tick as 5.7 μm were grown and analyzed. Compressive stresses were observed. Te FBAR devices wit te ZnO films exibited a pronounced resonance peak centred at 790 MHz wit a k coupling coefficient of 7 %. It found terefore tat te impedance matcing of te FBAR could be easily acieved simply by controlling te resonance te resonator. Introduction Bulk acoustic wave (BAW) resonators using piezoelectric tin film are valuable devices for ig frequency telecommunications []. Many studies of BAW devices ave been carried out in recent years [- 6]. ZnO tin film is a practical piezoelectric material for applications to BAW and surface acoustic wave (SAW) devices for its large electro-mecanical coupling coefficient. It is very important to improve te resonant caracteristics of BAW resonator to be adopted for telecommunication devices tat ave severe specifications for electrical caracteristics. We ave investigated ZnO piezoelectric tin films and teir microstructure for SAW and BAW devices [7-8]. Te most critical factor determining te resonance caracteristics of FBAR devices is piezoelectric properties of te ZnO films, wic is directly related to degree of te preferred orientation of te Zno crystal structure [9-0]. Considerable effort as been made to fabricate ig quality ZnO films wit a strongly preferred orientation. However, eac approac as sown its own limitations suc as te complexity of te fabrication metods and te ig cost of process equipment. In FBAR devices, te ZnO film sould exert a minimum stress on te underlying layer and also ave a ig piezoelectric constant. Tis paper presents te modeling; simulation and te analysis of ZnO based FBAR s tat are centred at frequencies ranging from 300 to GHz. Te texture of zno tin film was analyzed by X-ray diffraction and te electromecanical coupling coefficient k was measured wit Network analyzer. On te oter and te electrical properties of te resonators were measured and are discussed as function of materials parameters and processing conditions.. Zinc oxide tin films Zinc oxide films were deposited by r.f magnetron sputtering using a zinc target (99,99%) wit diameter of 5 mm and 6 mm tick. Substrate is p-type silicon wit (00) orientation. Te substrates were torougly cleaned wit organic. Magnetron sputtering was carried out in oxygen and argon mixed gas atmospere by supplying r.f power at a frequency of 3.56 MHz. Te RF power was about 50 W. Te flow rates of bot te argon and oxygen were controlled by using flow meter (ASM, AF 600). Te sputtering pressure was maintained at torr controlling by a Pirani gauge. Before deposition, te pressure of te sputtering system was under torr for more tan and were controlled by using an ion gauge controller (IGC 6 F). Tin films were deposited on silicon, substrate under conditions listed in Table []. Tese deposition conditions were fixed in order to obtain te well-orientation zinc oxide films. Te presputtering occurred for 30 min to clean te target 79
2 surface. Deposition rates covered te range from 0.35 to 0.53μm/. All films were annealed in elium ambient at 650 C for 5mn. In tis study Pt was cosen as a bottom electrode material for te FBAR fabrication. In order to investigate te crystallograpic properties of te ZnO films, we carried out an X-ray diffraction (XRD) analysis using CuKα (λ = 0,54054 nm) radiation. Te diffractogram of a 5.7 μm ZnO tin film deposited on a platinized substrate. No oter peak tan te (00) one could be detected, indicating a very good c-axis texture. Te dielectric properties of Zno films were measured wit an impedance analyzer. Typical values for te relative permittivity and te dielectric losses were 8.5 and 0.00 respectively. Table : ZnO sputtering conditions Sputtering pressure 3.35 x 0-3 Torr Mixture gas Ar + O = 80 0 % Power RF 50 W Sputtering time 6 Substrate temperature 00 C Target-substrate distance 7 cm 3. Teoretical consideration Trougout piezoelectric material, tere is interdependence between mecanical and electrical quantities. Tis implies a coupling between elastic waves and electromagnetic waves. From te two solutions of te wave equation, it is possible to write linear relationsips between te mecanical (strengt and speed) and electrical parameters (voltage U and current I injected).te presentation of tese relations in matrix form ten allows deducing te equivalent electromecanical scemes. 3.. Impedance matrix Consider a piezoelectric slice tickness and A section subjected to an electrical voltage U and te forces F and F (Figure ). Te forces F and F exerted on eac of te faces and te velocities v and v entering a play similar to tat of te voltage and te current roll. Te forces F and F are written: F AT x F AT x A represents te cross section and te constraint T Fig. : Slice of piezoelectric material section A Te constraint T for a piezoelectric material is written: u T c D () x Wit, te displacement u, c induction constant rigidity, D electrical induction and ratio of te piezoelectric coefficient of te dielectric constant: e Deriving te expression () wit respect to time, by considering te equation of conservation of carge D t J( t) I( t) A and indicating te speed of te particles v u t, it is found tat: T v D v c c It () t x t x A Moreover te propagation equation is of te form: v v c t x Te general solution of tis equation is te armonic sum of two waves propagating in opposite directions ikx ikx (te speedv c ): v ae be va v (3) b wit k w V Te constraint expression is derived from te expression () by plotting te expression (3) speed: ikx ikx T Z( a. e b. e ) i I Aw From te expression of te stress and remembering tat te mecanical impedance can be written Z = ZA (were Z is te caracteristic impedance and A section of te piezoelectric segment bounded by te planes x = x and x = x ), we deduce tat te forces F and F are ten written in te form: ikx ikx F AT x Zae be i I w ikx ikx F AT x Zae be i I w Te relation (3) can write tat ikx ikx v vx ae be ikx ikx v vx ae be Were one draws te expressions of coefficients: s 80
3 ikx ikx ikx ikx ve ve a, ve ve b i sin( kd) i sin( kd) By feeding back tese coefficients in (Syst.), we find expressions connecting v, v and I to F and F : v v F i I (4) i tan kd i sin kd w v v F i I (5) i sin kd i tan kd w Bot acoustic access being caracterized, it remains to find te expression tat defines te electrical access. U voltage appearing between te two sides of te section A is expressed U x x E. dx Te electric field is derived from one of te two states of te piezoelectric equations, namely u u D D see E x x s Introducing te speed v iwu( x ) and v iwu( x ) te voltage U becomes: Id U ( v v ) (6) w iwc 0 Writing in matrix form equations (4), (5) and (6), sows te electromagnetic impedance matrix [Z]. F tan kd sin kd w v (7) F i v sin kd tan kd w U I w w wc0 3.. Masson and Redwood model Wen te material is piezoelectric, tere is an additional force must be taken into account in terms of F and F. Te equivalent circuit diagram of a portion of piezoelectric solid is obtained by juxtaposing te equivalent of non-piezoelectric contrasts wit te electromecanical transformer sceme. Fig. : Equivalent Mason model for piezoelectric We consider for simulation, tat te vibrations of te piezoelectric material will generate only longitudinal waves or only transverse waves. Tis will provide a model tat is valid and consistent wit reality. Te electrical input impedance of te computed from te matrix (7) is [, 3] structure: K Z Z(cos ) i( ZZ)sin Ze ( (8) ic0w ( Z ZZ )sin iz( ZZ )cos Z p, Z, Z eac represents te acoustic impedances of te piezoelectric material, settings on te front and rear of te piezoelectric material. k represents te electromecanical coupling coefficient. Around te resonance tis resonator can be represented by te following equivalent circuit: Fig.3: Electrical equivalent circuit of a piezoelectric resonator. a) Model Mason, b) Piezoelectric free. C 0 is te ability of te dielectric ZnO, L represents te inertia of te circuit structure, friction losses R C and te stiffness of te system. Tis circuit is an ideal model to represent te pysical caracteristics of a free resonator. Frequencies parallel and series resonance circuit can be written: and (9) fs L C f p CC 0 L C C IEEE standard [3] sows tat te coupling coefficient k is given by 0 8
4 k wit f S (0) tan fp Tis formula can be written in a more explicit approximate sape and ten te error introduced by te approximation is less tan % in te case were k 0., eiter: fs f () S k 4 f p fp Tis means tat we can calculate te coupling coefficient k just under te maximum real part of te impedance and admittance. Indeed, one can simply raise te maximum values of resistance (impedance) and conductance (admittance) to te resonant frequency wen te imaginary parts are zero. Using equation (8), we plot te teoretical evolution of te real and imaginary parts of te electrical admittance of te open resonator of 5.7m tick, depending on te frequency (Figure 4) Fig.5: Studied structure In te general case of a piezoelectric solid, note tat te essential condition for validity based on tose Masson, given te fact tat tey are one-dimensional models, tere is generation of single mode propagation. Gold in te zinc oxide, so as to enance a longitudinal propagation mode, it is necessary tat te axis of symmetry of order 6 is parallel to te electric field. Various experimental studies [] ave to control te orientation of te deposited layers, playing on various deposition parameters. Based on te equivalent model of Masson we get te result in Figure 6 were te reflection coefficient is plotted against te frequency linear. We ave also sown in te Smit cart of Figure 7 Fig. 6: Variation of reflection coefficient as function of te frequency Fig.4: Frequency dependence of te admittance of free resonator 4. Results Te structure comprises a piezoelectric material aving two electrodes (silver and titanium / platinum) on eac side. Te electric field of te signal applied between te electrodes to vibrate te piezoelectric puts solid (ZnO). Te vibrations are propagated in a medium mecanically secured (silicon) of te faces of a piezoelectric solid. Fig.7: Polar representation of te real and imaginary parts of te reflection coefficient By plotting te admittance as a function of frequency and comparing te same conditions te graps 8
5 corresponding to te infinite and finite media spread, we see in te second case te appearance of ringing Figure 8. However, te major problem lies in te fact tat uses a near-perfect model is terefore very far from reality. Tis explains wy on-oscillations seem to ave infinite amplitude around te inflection point wic corresponds to te natural resonance of ZnO. Fig.8: Admittance function frequency infinite medium, finite medium We integrate te penomena of dispersion and attenuation of te ultrasonic waves. Tese penomena are mainly due eiter to absorption or diffraction of a medium. We used te imaginary propagation speeds to simulate penomena. Te velocity V, clean te material, an expression of te form replace V( ki), k corresponds someow to te attenuation parameter (0 <k <0.) Taking into account te viscoelastic penomena is primarily a means of refine te modeling and tus get closer to a real case in Figure 9 Fig.9: Admittance function frequency infinite medium, finite medium We plotted te frequency dependence of te admittance of te resonator for a fundamental longitudinal mode. We observe tat te evolution of te frequency dependence of te admittance differs markedly from te previous case. Tere is recombination of waves propagating in te two directions of te delay line, wic leads to significant variations in te acoustic impedance returned to te surface of te piezoelectric element. Also, by studying te variation of te reflection coefficient as a function of frequency in linear coordinates and polar coordinates, we obtain, respectively, te results of Figure 0 and Figure. For a tickness of 5.7μm ZnO and te silicon substrate 380μm, we observe te resonance at 790MHz. Tis confirms te good quality of zinc oxide produced for use or FBAR filters. 83
6 Tese impedance variations we observe are oscillations of frequency intervals f. Tey result in te occurrence of significant canges in te real and imaginary parts of te admittance measured in peak sape as sown in Figure. Tese fluctuations occur wit a periodicity f satisfying te expression tat gives te resonant frequency of a vibrating cavity tickness mode. We found experimentally tat te frequency of ringing for an MHz value. And tis result is confirmed by simulation. Tese canges affect te sape of te electrical admittance. But, te existence of losses te delay line and te transducer causing attenuation of amplitudes of peaks. Tese attenuations are due eiter to te diffraction of te mecanical wave in te substrate wic forms an energy reservoir or wit relaxation of te coefficient of stiffness of te atoms constituting te substrate. Fig.0: Reflection coefficient as a function of frequency. simulation, testing Fig.: Reflection coefficient as a function of frequency in polar coordinate. Simulation, testing Fig.: frequency of ringing. Simulation, testing 84
7 5. Conclusions After presenting te basic equations governing piezoelectricity, we described te caracteristics of a vibrating piezoelectric structure in compression mode. At first, we studied in detail te equivalent circuit diagram of a free resonator composed of a piezoelectric ZnO layer wic bot sides are metalized. We ave tus determined te relationsip between te electrical impedance at te frequency. From tis relationsip, we modelled our structure. Te teoretical results were compared wit experimental results and give a good agreement wit respect to te resonance frequency and te effective coupling coefficient of te structure. Te FBAR devices wit te ZnO films exibited a pronounced resonance peak centred at 790 MHz wit a k coupling coefficient of 7 %. Te above result demonstrates tat te fabricated FBAR wit excellent performance will be promising for ig frequency applications. Nov;49():49-6. [] R. Ondo-Ndong, F. Pascal-Delannoy, A. Boyer, A. Giani, A. Foucaran, (003). Structural properties of zinc oxide tin films prepared by r. f. magnetron sputtering, Mat. Sci. Eng. B97 P. 68. [] D. Royer, E. Dieulesaint, «Ondes élastiques dans les solides»,tome, ed. Masson (996). [3] IEEE standard on piezoelectric IEEE / ANSI std. 76 (987). 6. References [] R. Ruby, P. Bradley, J. D. Larson III and Y. Osmyansky, Electronics Letters, 35, 794 (999). [] T. R. Sliker and D. A. Roberts, J. Appl. Pys., 5, 350 (967). [3] K. M. Lakin and J. S. Wang, Appl. Pys. Letters, 38, 5 (980). [4] Y. Miyasaka, S. Hosino and S. Takaasi, Jpn. J. Appl. Pys. Suppl., 3, 9 (983). [5] K. Nakamura, Y. Oasi and H. Simizu, Jpn. J. Appl. Pys., 5, 37 (986). [6] J. Siokawa, Y. Makisima, K. Hasimoto and M. Yamaguci, Jpn. J. Appl. Pys., 3, 3 (993). [7] Y. Yosino, T. Makino, Y. Katayama and T. Hata in te 5t international Symposium of Sputtering and Plasma Processes (Proc., Kanazawa, Japan, 999), [8] Y. Yosino in Microelectromecanical Structures for Materials Researc, edited by S. Brown, J. Gilbert, H. Guckel, R. Howe, G. Jonson, P. Krulevitc and C. Mulstein (Mater. Res. Soc. Proc. 58, Pittsburg, PA, 998), 9-4. [9] S. Fujisima, T. Kasanami, T. Nakamura, (983). Piezoelectric tin films and teir applications for electronics Jpn. J. Appl. Pys. p. 50. [0] Pinkett SL, Hunt WD, Barber BP, Gammel PL, (00). Determination of ZnO temperature coefficients using tin film bulk acoustic wave resonators,ieee Trans Ultrason Ferroelectr Freq Control. 85
A = h w (1) Error Analysis Physics 141
Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.
More informationMicrostrip Antennas- Rectangular Patch
April 4, 7 rect_patc_tl.doc Page of 6 Microstrip Antennas- Rectangular Patc (Capter 4 in Antenna Teory, Analysis and Design (nd Edition) by Balanis) Sown in Figures 4. - 4.3 Easy to analyze using transmission
More informationModel development for the beveling of quartz crystal blanks
9t International Congress on Modelling and Simulation, Pert, Australia, 6 December 0 ttp://mssanz.org.au/modsim0 Model development for te beveling of quartz crystal blanks C. Dong a a Department of Mecanical
More informationSection 2.7 Derivatives and Rates of Change Part II Section 2.8 The Derivative as a Function. at the point a, to be. = at time t = a is
Mat 180 www.timetodare.com Section.7 Derivatives and Rates of Cange Part II Section.8 Te Derivative as a Function Derivatives ( ) In te previous section we defined te slope of te tangent to a curve wit
More informationMVT and Rolle s Theorem
AP Calculus CHAPTER 4 WORKSHEET APPLICATIONS OF DIFFERENTIATION MVT and Rolle s Teorem Name Seat # Date UNLESS INDICATED, DO NOT USE YOUR CALCULATOR FOR ANY OF THESE QUESTIONS In problems 1 and, state
More informationThe Verlet Algorithm for Molecular Dynamics Simulations
Cemistry 380.37 Fall 2015 Dr. Jean M. Standard November 9, 2015 Te Verlet Algoritm for Molecular Dynamics Simulations Equations of motion For a many-body system consisting of N particles, Newton's classical
More informationResearch on the Negative Permittivity Effect of the Thin Wires Array in Left-Handed Material by Transmission Line Theory
96 Progress In Electromagnetics Researc Symposium 25, Hangzou, Cina, August 22-26 Researc on te Negative Permittivity Effect of te Tin Wires Array in Left-Handed Material by Transmission Line Teory Qun
More informationPaper V. Acoustic Radiation Losses in Busbars. J. Meltaus, S. S. Hong, and V. P. Plessky J. Meltaus, S. S. Hong, V. P. Plessky.
Paper V Acoustic Radiation Losses in Busbars J. Meltaus, S. S. Hong, and V. P. Plessky 2006 J. Meltaus, S. S. Hong, V. P. Plessky. V Report TKK-F-A848 Submitted to IEEE Transactions on Ultrasonics, Ferroelectrics,
More informationACCURATE SYNTHESIS FORMULAS OBTAINED BY USING A DIFFERENTIAL EVOLUTION ALGORITHM FOR CONDUCTOR-BACKED COPLANAR WAVEG- UIDES
Progress In Electromagnetics Researc M, Vol. 10, 71 81, 2009 ACCURATE SYNTHESIS FORMULAS OBTAINED BY USING A DIFFERENTIAL EVOLUTION ALGORITHM FOR CONDUCTOR-BACKED COPLANAR WAVEG- UIDES S. Kaya, K. Guney,
More information3. Using your answers to the two previous questions, evaluate the Mratio
MASSACHUSETTS INSTITUTE OF TECHNOLOGY DEPARTMENT OF MECHANICAL ENGINEERING CAMBRIDGE, MASSACHUSETTS 0219 2.002 MECHANICS AND MATERIALS II HOMEWORK NO. 4 Distributed: Friday, April 2, 2004 Due: Friday,
More informationAPPENDIXES. Let the following constants be established for those using the active Mathcad
3 APPENDIXES Let te following constants be establised for tose using te active Matcad form of tis book: m.. e 9.09389700 0 3 kg Electron rest mass. q.. o.6077330 0 9 coul Electron quantum carge. µ... o.5663706
More informationChapters 19 & 20 Heat and the First Law of Thermodynamics
Capters 19 & 20 Heat and te First Law of Termodynamics Te Zerot Law of Termodynamics Te First Law of Termodynamics Termal Processes Te Second Law of Termodynamics Heat Engines and te Carnot Cycle Refrigerators,
More informationContinuity and Differentiability Worksheet
Continuity and Differentiability Workseet (Be sure tat you can also do te grapical eercises from te tet- Tese were not included below! Typical problems are like problems -3, p. 6; -3, p. 7; 33-34, p. 7;
More informationSimulation and verification of a plate heat exchanger with a built-in tap water accumulator
Simulation and verification of a plate eat excanger wit a built-in tap water accumulator Anders Eriksson Abstract In order to test and verify a compact brazed eat excanger (CBE wit a built-in accumulation
More informationAN ANALYSIS OF AMPLITUDE AND PERIOD OF ALTERNATING ICE LOADS ON CONICAL STRUCTURES
Ice in te Environment: Proceedings of te 1t IAHR International Symposium on Ice Dunedin, New Zealand, nd t December International Association of Hydraulic Engineering and Researc AN ANALYSIS OF AMPLITUDE
More information= 0 and states ''hence there is a stationary point'' All aspects of the proof dx must be correct (c)
Paper 1: Pure Matematics 1 Mark Sceme 1(a) (i) (ii) d d y 3 1x 4x x M1 A1 d y dx 1.1b 1.1b 36x 48x A1ft 1.1b Substitutes x = into teir dx (3) 3 1 4 Sows d y 0 and states ''ence tere is a stationary point''
More information6. Non-uniform bending
. Non-uniform bending Introduction Definition A non-uniform bending is te case were te cross-section is not only bent but also seared. It is known from te statics tat in suc a case, te bending moment in
More informationExercise 19 - OLD EXAM, FDTD
Exercise 19 - OLD EXAM, FDTD A 1D wave propagation may be considered by te coupled differential equations u x + a v t v x + b u t a) 2 points: Derive te decoupled differential equation and give c in terms
More informationMATHEMATICS FOR ENGINEERING DIFFERENTIATION TUTORIAL 1 - BASIC DIFFERENTIATION
MATHEMATICS FOR ENGINEERING DIFFERENTIATION TUTORIAL 1 - BASIC DIFFERENTIATION Tis tutorial is essential pre-requisite material for anyone stuing mecanical engineering. Tis tutorial uses te principle of
More informationExcerpt from "Calculus" 2013 AoPS Inc.
Excerpt from "Calculus" 03 AoPS Inc. Te term related rates refers to two quantities tat are dependent on eac oter and tat are canging over time. We can use te dependent relationsip between te quantities
More informationExam 1 Review Solutions
Exam Review Solutions Please also review te old quizzes, and be sure tat you understand te omework problems. General notes: () Always give an algebraic reason for your answer (graps are not sufficient),
More informationA general articulation angle stability model for non-slewing articulated mobile cranes on slopes *
tecnical note 3 general articulation angle stability model for non-slewing articulated mobile cranes on slopes * J Wu, L uzzomi and M Hodkiewicz Scool of Mecanical and Cemical Engineering, University of
More informationLIMITS AND DERIVATIVES CONDITIONS FOR THE EXISTENCE OF A LIMIT
LIMITS AND DERIVATIVES Te limit of a function is defined as te value of y tat te curve approaces, as x approaces a particular value. Te limit of f (x) as x approaces a is written as f (x) approaces, as
More information. If lim. x 2 x 1. f(x+h) f(x)
Review of Differential Calculus Wen te value of one variable y is uniquely determined by te value of anoter variable x, ten te relationsip between x and y is described by a function f tat assigns a value
More information232 Calculus and Structures
3 Calculus and Structures CHAPTER 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS FOR EVALUATING BEAMS Calculus and Structures 33 Copyrigt Capter 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS 17.1 THE
More informationCherenkov emission in a nanowire material
Lisboa 16/11/2012 Cerenkov emission in a nanowire material David E. Fernandes, Stanislav I. Maslovski, Mário G. Silveirina Departamento de Engenaria Electrotécnica e de Computadores Instituto de Telecomunicações
More informationDerivatives of Exponentials
mat 0 more on derivatives: day 0 Derivatives of Eponentials Recall tat DEFINITION... An eponential function as te form f () =a, were te base is a real number a > 0. Te domain of an eponential function
More informationLines, Conics, Tangents, Limits and the Derivative
Lines, Conics, Tangents, Limits and te Derivative Te Straigt Line An two points on te (,) plane wen joined form a line segment. If te line segment is etended beond te two points ten it is called a straigt
More information(a) At what number x = a does f have a removable discontinuity? What value f(a) should be assigned to f at x = a in order to make f continuous at a?
Solutions to Test 1 Fall 016 1pt 1. Te grap of a function f(x) is sown at rigt below. Part I. State te value of eac limit. If a limit is infinite, state weter it is or. If a limit does not exist (but is
More informationQuasiperiodic phenomena in the Van der Pol - Mathieu equation
Quasiperiodic penomena in te Van der Pol - Matieu equation F. Veerman and F. Verulst Department of Matematics, Utrect University P.O. Box 80.010, 3508 TA Utrect Te Neterlands April 8, 009 Abstract Te Van
More informationDifferential Calculus (The basics) Prepared by Mr. C. Hull
Differential Calculus Te basics) A : Limits In tis work on limits, we will deal only wit functions i.e. tose relationsips in wic an input variable ) defines a unique output variable y). Wen we work wit
More informationLecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator.
Lecture XVII Abstract We introduce te concept of directional derivative of a scalar function and discuss its relation wit te gradient operator. Directional derivative and gradient Te directional derivative
More information1watt=1W=1kg m 2 /s 3
Appendix A Matematics Appendix A.1 Units To measure a pysical quantity, you need a standard. Eac pysical quantity as certain units. A unit is just a standard we use to compare, e.g. a ruler. In tis laboratory
More informationThe gyrotropic characteristics of hexaferrite ceramics.
Te gyrotropic caracteristics of exaferrite ceramics. D H Martin, Bin Yang and R S Donnan. July 6. 1. Introduction. Hig-performance non-reciprocal devices aving quasi-optical structures and operating at
More informationNotes on wavefunctions II: momentum wavefunctions
Notes on wavefunctions II: momentum wavefunctions and uncertainty Te state of a particle at any time is described by a wavefunction ψ(x). Tese wavefunction must cange wit time, since we know tat particles
More informationCombining functions: algebraic methods
Combining functions: algebraic metods Functions can be added, subtracted, multiplied, divided, and raised to a power, just like numbers or algebra expressions. If f(x) = x 2 and g(x) = x + 2, clearly f(x)
More informationAn optimum design of robotic food handling by using Burger model
DOI 10.1007/s11370-008-0032-5 ORIGINAL RESEARCH PAPER An optimum design of robotic food andling by using Burger model Naoki Sakamoto Mitsuru Higasimori Tosio Tsuji Makoto Kaneko Received: 28 February 2008
More informationClick here to see an animation of the derivative
Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,
More informationPECULIARITIES OF THE WAVE FIELD LOCALIZATION IN THE FUNCTIONALLY GRADED LAYER
Materials Pysics and Mecanics (5) 5- Received: Marc 7, 5 PECULIARITIES OF THE WAVE FIELD LOCALIZATION IN THE FUNCTIONALLY GRADED LAYER Т.I. Belyankova *, V.V. Kalincuk Soutern Scientific Center of Russian
More informationHow to Find the Derivative of a Function: Calculus 1
Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te
More informationHOW TO DEAL WITH FFT SAMPLING INFLUENCES ON ADEV CALCULATIONS
HOW TO DEAL WITH FFT SAMPLING INFLUENCES ON ADEV CALCULATIONS Po-Ceng Cang National Standard Time & Frequency Lab., TL, Taiwan 1, Lane 551, Min-Tsu Road, Sec. 5, Yang-Mei, Taoyuan, Taiwan 36 Tel: 886 3
More informationReflection of electromagnetic waves from magnetic having the ferromagnetic spiral
Reflection of electromagnetic waves from magnetic aving te ferromagnetic spiral Igor V. Bycov 1a Dmitry A. Kuzmin 1b and Vladimir G. Savrov 3 1 Celyabins State University 51 Celyabins Br. Kasiriny Street
More information5.1 We will begin this section with the definition of a rational expression. We
Basic Properties and Reducing to Lowest Terms 5.1 We will begin tis section wit te definition of a rational epression. We will ten state te two basic properties associated wit rational epressions and go
More informationPrecalculus Test 2 Practice Questions Page 1. Note: You can expect other types of questions on the test than the ones presented here!
Precalculus Test 2 Practice Questions Page Note: You can expect oter types of questions on te test tan te ones presented ere! Questions Example. Find te vertex of te quadratic f(x) = 4x 2 x. Example 2.
More information4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these.
Mat 11. Test Form N Fall 016 Name. Instructions. Te first eleven problems are wort points eac. Te last six problems are wort 5 points eac. For te last six problems, you must use relevant metods of algebra
More informationGrade: 11 International Physics Olympiad Qualifier Set: 2
Grade: 11 International Pysics Olympiad Qualifier Set: 2 --------------------------------------------------------------------------------------------------------------- Max Marks: 60 Test ID: 12111 Time
More informationEffects of Radiation on Unsteady Couette Flow between Two Vertical Parallel Plates with Ramped Wall Temperature
Volume 39 No. February 01 Effects of Radiation on Unsteady Couette Flow between Two Vertical Parallel Plates wit Ramped Wall Temperature S. Das Department of Matematics University of Gour Banga Malda 73
More informationFEM Simulation of Generation of Bulk Acoustic Waves and Their Effects in SAW Devices
Excerpt from the Proceedings of the COMSOL Conference 2010 India FEM Simulation of Generation of ulk Acoustic Waves and Their Effects in SAW Devices Ashish Kumar Namdeo 1, Harshal. Nemade* 1, 2 and N.
More information1. Consider the trigonometric function f(t) whose graph is shown below. Write down a possible formula for f(t).
. Consider te trigonometric function f(t) wose grap is sown below. Write down a possible formula for f(t). Tis function appears to be an odd, periodic function tat as been sifted upwards, so we will use
More informationCHAPTER (A) When x = 2, y = 6, so f( 2) = 6. (B) When y = 4, x can equal 6, 2, or 4.
SECTION 3-1 101 CHAPTER 3 Section 3-1 1. No. A correspondence between two sets is a function only if eactly one element of te second set corresponds to eac element of te first set. 3. Te domain of a function
More informationSupplementary Figure 1: SAW transducer equivalent circuit
Supplementary Figure : SAW transducer equivalent circuit Supplementary Figure : Radiation conductance and susceptance of.6um IDT, experiment & calculation Supplementary Figure 3: Calculated z-displacement
More informationMAT244 - Ordinary Di erential Equations - Summer 2016 Assignment 2 Due: July 20, 2016
MAT244 - Ordinary Di erential Equations - Summer 206 Assignment 2 Due: July 20, 206 Full Name: Student #: Last First Indicate wic Tutorial Section you attend by filling in te appropriate circle: Tut 0
More informationDistribution of reynolds shear stress in steady and unsteady flows
University of Wollongong Researc Online Faculty of Engineering and Information Sciences - Papers: Part A Faculty of Engineering and Information Sciences 13 Distribution of reynolds sear stress in steady
More informationPre-lab Quiz/PHYS 224 Earth s Magnetic Field. Your name Lab section
Pre-lab Quiz/PHYS 4 Eart s Magnetic Field Your name Lab section 1. Wat do you investigate in tis lab?. For a pair of Helmoltz coils described in tis manual and sown in Figure, r=.15 m, N=13, I =.4 A, wat
More informationChapter 3 Thermoelectric Coolers
3- Capter 3 ermoelectric Coolers Contents Capter 3 ermoelectric Coolers... 3- Contents... 3-3. deal Equations... 3-3. Maximum Parameters... 3-7 3.3 Normalized Parameters... 3-8 Example 3. ermoelectric
More informationWork and Energy. Introduction. Work. PHY energy - J. Hedberg
Work and Energy PHY 207 - energy - J. Hedberg - 2017 1. Introduction 2. Work 3. Kinetic Energy 4. Potential Energy 5. Conservation of Mecanical Energy 6. Ex: Te Loop te Loop 7. Conservative and Non-conservative
More informationNumerical evidence of ultrarefractive optics in photonic crystals
15 Marc 1999 Optics Communications 161 1999 171 176 Numerical evidence of ultrarefractive optics in potonic crystals S. Enoc 1, G. Tayeb, D. Maystre ) Laboratoire d Optique Electromagnetique, ESA 6079,
More informationMath 1241 Calculus Test 1
February 4, 2004 Name Te first nine problems count 6 points eac and te final seven count as marked. Tere are 120 points available on tis test. Multiple coice section. Circle te correct coice(s). You do
More informationETNA Kent State University
Electronic Transactions on Numerical Analysis. Volume 34, pp. 14-19, 2008. Copyrigt 2008,. ISSN 1068-9613. ETNA A NOTE ON NUMERICALLY CONSISTENT INITIAL VALUES FOR HIGH INDEX DIFFERENTIAL-ALGEBRAIC EQUATIONS
More informationSolution for the Homework 4
Solution for te Homework 4 Problem 6.5: In tis section we computed te single-particle translational partition function, tr, by summing over all definite-energy wavefunctions. An alternative approac, owever,
More informationINTERNAL RESISTANCE OPTIMIZATION OF A HELMHOLTZ RESONATOR IN NOISE CONTROL OF SMALL ENCLOSURES. Ganghua Yu, Deyu Li and Li Cheng 1 I.
ICV4 Cairns Australia 9- July, 7 ITAL ITAC OPTIMIZATIO OF A HLMHOLTZ OATO I OI COTOL OF MALL CLOU Gangua Yu, Deyu Li and Li Ceng Department of Mecanical ngineering, Te Hong Kong Polytecnic University Hung
More informationHARMONIC ALLOCATION TO MV CUSTOMERS IN RURAL DISTRIBUTION SYSTEMS
HARMONIC ALLOCATION TO MV CUSTOMERS IN RURAL DISTRIBUTION SYSTEMS V Gosbell University of Wollongong Department of Electrical, Computer & Telecommunications Engineering, Wollongong, NSW 2522, Australia
More informationPumping Heat with Quantum Ratchets
Pumping Heat wit Quantum Ratcets T. E. Humprey a H. Linke ab R. Newbury a a Scool of Pysics University of New Sout Wales UNSW Sydney 5 Australia b Pysics Department University of Oregon Eugene OR 9743-74
More informationContinuous Stochastic Processes
Continuous Stocastic Processes Te term stocastic is often applied to penomena tat vary in time, wile te word random is reserved for penomena tat vary in space. Apart from tis distinction, te modelling
More informationMath Spring 2013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, (1/z) 2 (1/z 1) 2 = lim
Mat 311 - Spring 013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, 013 Question 1. [p 56, #10 (a)] 4z Use te teorem of Sec. 17 to sow tat z (z 1) = 4. We ave z 4z (z 1) = z 0 4 (1/z) (1/z
More informationQuaternion Dynamics, Part 1 Functions, Derivatives, and Integrals. Gary D. Simpson. rev 01 Aug 08, 2016.
Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals Gary D. Simpson gsim1887@aol.com rev 1 Aug 8, 216 Summary Definitions are presented for "quaternion functions" of a quaternion. Polynomial
More informationThe Krewe of Caesar Problem. David Gurney. Southeastern Louisiana University. SLU 10541, 500 Western Avenue. Hammond, LA
Te Krewe of Caesar Problem David Gurney Souteastern Louisiana University SLU 10541, 500 Western Avenue Hammond, LA 7040 June 19, 00 Krewe of Caesar 1 ABSTRACT Tis paper provides an alternative to te usual
More information2016 PRELIM 2 PAPER 2 MARK SCHEME
06 River Valley Hig Scool Prelim Paper Mark Sceme 06 PRELIM PAPER MARK SCHEME (a) V 5.00 X 85. 9V 3 I.7 0 X V I X V I X 0.03 0. 85.9 5.00.7 X 48.3 00 X X 900 00 [A0] Anomalous data can be identified. Systematic
More informationPractice Problem Solutions: Exam 1
Practice Problem Solutions: Exam 1 1. (a) Algebraic Solution: Te largest term in te numerator is 3x 2, wile te largest term in te denominator is 5x 2 3x 2 + 5. Tus lim x 5x 2 2x 3x 2 x 5x 2 = 3 5 Numerical
More informationNEGATIVE REFRACTION BY A TWO-SIDED MUSHROOM STRUCTURE WITH LOADED VIAS
NEGATIVE REFRACTION BY A TWO-SIDED MUSHROOM STRUCTURE WITH LOADED VIAS Candra S. R. Kaipa, Alexander B. Yaovlev Mário G. Silveirina, and Stanislav I. Maslovsi Metamaterials : Te Fift International Congress
More informationPerformance analysis of Carbon Nano Tubes
IOSR Journal of Engineering (IOSRJEN) ISSN: 2250-3021 Volume 2, Issue 8 (August 2012), PP 54-58 Performance analysis of Carbon Nano Tubes P.S. Raja, R.josep Daniel, Bino. N Dept. of E & I Engineering,
More information3.1 Extreme Values of a Function
.1 Etreme Values of a Function Section.1 Notes Page 1 One application of te derivative is finding minimum and maimum values off a grap. In precalculus we were only able to do tis wit quadratics by find
More informationA STUDY ON THE GROUND MOTION CHARACTERISTICS OF TAIPEI BASIN, TAIWAN, BASED ON OBSERVED STRONG MOTIONS AND MEASURED MICROTREMORS
A STUDY ON THE GROUND MOTION CHARACTERISTICS OF TAIPEI BASIN, TAIWAN, BASED ON OBSERVED STRONG MOTIONS AND MEASURED MICROTREMORS Ying Liu 1, Kentaro Motoki 2 and Kazuo Seo 2 1 Eartquake Engineer Group,
More information10.1 VIBRATIONAL RELAXATION *
Andrei Tokmakoff, MIT Department of Cemistry, 3//009 p. 0-0. VIRATIONAL RELAXATION * Here we want to address ow a quantum mecanical vibration undergoes irreversible energy dissipation as a result of interactions
More informationPreface. Here are a couple of warnings to my students who may be here to get a copy of what happened on a day that you missed.
Preface Here are my online notes for my course tat I teac ere at Lamar University. Despite te fact tat tese are my class notes, tey sould be accessible to anyone wanting to learn or needing a refreser
More informationTHE IDEA OF DIFFERENTIABILITY FOR FUNCTIONS OF SEVERAL VARIABLES Math 225
THE IDEA OF DIFFERENTIABILITY FOR FUNCTIONS OF SEVERAL VARIABLES Mat 225 As we ave seen, te definition of derivative for a Mat 111 function g : R R and for acurveγ : R E n are te same, except for interpretation:
More informationChapter 2 Limits and Continuity
4 Section. Capter Limits and Continuity Section. Rates of Cange and Limits (pp. 6) Quick Review.. f () ( ) () 4 0. f () 4( ) 4. f () sin sin 0 4. f (). 4 4 4 6. c c c 7. 8. c d d c d d c d c 9. 8 ( )(
More informationCONVERGENCE ANALYSIS OF YEE SCHEMES FOR MAXWELL S EQUATIONS IN DEBYE AND LORENTZ DISPERSIVE MEDIA
INTRNATIONAL JOURNAL OF NUMRICAL ANALYSIS AND MODLING Volume XX Number 0 ages 45 c 03 Institute for Scientific Computing and Information CONVRGNC ANALYSIS OF Y SCHMS FOR MAXWLL S QUATIONS IN DBY AND LORNTZ
More informationINTRODUCTION AND MATHEMATICAL CONCEPTS
Capter 1 INTRODUCTION ND MTHEMTICL CONCEPTS PREVIEW Tis capter introduces you to te basic matematical tools for doing pysics. You will study units and converting between units, te trigonometric relationsips
More informationCHAPTER 4 QUANTUM PHYSICS
CHAPTER 4 QUANTUM PHYSICS INTRODUCTION Newton s corpuscular teory of ligt fails to explain te penomena like interference, diffraction, polarization etc. Te wave teory of ligt wic was proposed by Huygen
More information1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point
MA00 Capter 6 Calculus and Basic Linear Algebra I Limits, Continuity and Differentiability Te concept of its (p.7 p.9, p.4 p.49, p.55 p.56). Limits Consider te function determined by te formula f Note
More informationDigital Filter Structures
Digital Filter Structures Te convolution sum description of an LTI discrete-time system can, in principle, be used to implement te system For an IIR finite-dimensional system tis approac is not practical
More informationContinuity. Example 1
Continuity MATH 1003 Calculus and Linear Algebra (Lecture 13.5) Maoseng Xiong Department of Matematics, HKUST A function f : (a, b) R is continuous at a point c (a, b) if 1. x c f (x) exists, 2. f (c)
More information5 Ordinary Differential Equations: Finite Difference Methods for Boundary Problems
5 Ordinary Differential Equations: Finite Difference Metods for Boundary Problems Read sections 10.1, 10.2, 10.4 Review questions 10.1 10.4, 10.8 10.9, 10.13 5.1 Introduction In te previous capters we
More informationSome Review Problems for First Midterm Mathematics 1300, Calculus 1
Some Review Problems for First Midterm Matematics 00, Calculus. Consider te trigonometric function f(t) wose grap is sown below. Write down a possible formula for f(t). Tis function appears to be an odd,
More informationUniversity Mathematics 2
University Matematics 2 1 Differentiability In tis section, we discuss te differentiability of functions. Definition 1.1 Differentiable function). Let f) be a function. We say tat f is differentiable at
More informationTHE STURM-LIOUVILLE-TRANSFORMATION FOR THE SOLUTION OF VECTOR PARTIAL DIFFERENTIAL EQUATIONS. L. Trautmann, R. Rabenstein
Worksop on Transforms and Filter Banks (WTFB),Brandenburg, Germany, Marc 999 THE STURM-LIOUVILLE-TRANSFORMATION FOR THE SOLUTION OF VECTOR PARTIAL DIFFERENTIAL EQUATIONS L. Trautmann, R. Rabenstein Lerstul
More informationf a h f a h h lim lim
Te Derivative Te derivative of a function f at a (denoted f a) is f a if tis it exists. An alternative way of defining f a is f a x a fa fa fx fa x a Note tat te tangent line to te grap of f at te point
More informationPHYSICAL PROCESSES IN ANISOTROPIC THERMOELEMENT AND THEIR FEATURES
J. Nano- Electron. Pys. (009) No3, P. 43-5 009 SumDU (Sumy State University) PACS numbers: 7.5.Jf, 7.0.Pa, 85.80. b PHYSICAL PROCESSES IN ANISOROPIC HERMOELEMEN AND HEIR FEAURES V.M. Ìàtyega, O.G. Danalakiy
More informationFriction Drive Simulation of a SAW Motor with Slider Surface Texture Variation
Advances in Science and Technology Vol. 54 (28) pp 366-371 online at http://www.scientific.net (28) Trans Tech Publications, Switzerland Online available since 28/Sep/2 Friction Drive Simulation of a SAW
More informationQuantum Theory of the Atomic Nucleus
G. Gamow, ZP, 51, 204 1928 Quantum Teory of te tomic Nucleus G. Gamow (Received 1928) It as often been suggested tat non Coulomb attractive forces play a very important role inside atomic nuclei. We can
More informationConductance from Transmission Probability
Conductance rom Transmission Probability Kelly Ceung Department o Pysics & Astronomy University o Britis Columbia Vancouver, BC. Canada, V6T1Z1 (Dated: November 5, 005). ntroduction For large conductors,
More informationOrder of Accuracy. ũ h u Ch p, (1)
Order of Accuracy 1 Terminology We consider a numerical approximation of an exact value u. Te approximation depends on a small parameter, wic can be for instance te grid size or time step in a numerical
More informationEFFECTS OF LINE AND PASSIVATION GEOMETRY ON CURVATURE EVOLUTION DURING PROCESSING AND THERMAL CYCLING IN COPPER INTERCONNECT LINES
Acta mater. 48 (000) 3169±3175 www.elsevier.com/locate/actamat EFFECTS OF LINE AND PASSIVATION GEOMETRY ON CURVATURE EVOLUTION DURING PROCESSING AND THERMAL CYCLING IN COPPER INTERCONNECT LINES T.-S. PARK
More informationNon-linear Analysis Method of Ground Response Using Equivalent Single-degree-of-freedom Model
Proceedings of te Tent Pacific Conference on Eartquake Engineering Building an Eartquake-Resilient Pacific 6-8 November 25, Sydney, Australia Non-linear Analysis Metod of Ground Response Using Equivalent
More informationLecture 15. Interpolation II. 2 Piecewise polynomial interpolation Hermite splines
Lecture 5 Interpolation II Introduction In te previous lecture we focused primarily on polynomial interpolation of a set of n points. A difficulty we observed is tat wen n is large, our polynomial as to
More informationSolution. Solution. f (x) = (cos x)2 cos(2x) 2 sin(2x) 2 cos x ( sin x) (cos x) 4. f (π/4) = ( 2/2) ( 2/2) ( 2/2) ( 2/2) 4.
December 09, 20 Calculus PracticeTest s Name: (4 points) Find te absolute extrema of f(x) = x 3 0 on te interval [0, 4] Te derivative of f(x) is f (x) = 3x 2, wic is zero only at x = 0 Tus we only need
More informationINTRODUCTION AND MATHEMATICAL CONCEPTS
INTODUCTION ND MTHEMTICL CONCEPTS PEVIEW Tis capter introduces you to te basic matematical tools for doing pysics. You will study units and converting between units, te trigonometric relationsips of sine,
More informationA Reconsideration of Matter Waves
A Reconsideration of Matter Waves by Roger Ellman Abstract Matter waves were discovered in te early 20t century from teir wavelengt, predicted by DeBroglie, Planck's constant divided by te particle's momentum,
More informationSection 2.1 The Definition of the Derivative. We are interested in finding the slope of the tangent line at a specific point.
Popper 6: Review of skills: Find tis difference quotient. f ( x ) f ( x) if f ( x) x Answer coices given in audio on te video. Section.1 Te Definition of te Derivative We are interested in finding te slope
More information