Gravity An Introduction
|
|
- Gary Ross
- 6 years ago
- Views:
Transcription
1 Gravity A Itroductio Reier Rummel Istitute of Advaced Study (IAS) Techische Uiversität Müche Lecture Oe 5th ESA Earth Observatio Summer School 2-13 August 2010, ESA-ESRIN, Frascati / Italy
2 gravitatio ad space sciece micro-g eviromet: e.g. boilig water fudametal physics: e.g. equivalece priciple earth scieces e.g. gravitatioal field of earth moo ad plaets
3 global map of gravity aomalies
4 the pla Lecture Oe: Theoretical basics of gravitatio as applied to the earth [gravitatioal law, properties, mathematical represetatio] The laguage for the two other lectures Lecture Two: The role of the earth s gravitatioal field i earth scieces [gravity aomalies, geoid as a referece, temporal variatios] Lecture Three: Priciples of satellite gravimetry; i their logic derived from free fall tests i a laboratory o earth [the orbit, priciples of GRACE, ESA s missio GOCE ad satellite gradiometry]
5 itroductio to gravitatio Newto s law of gravitatio: mm mm F G e G x x A B A B A 2 AB 3 A B AB x x A B Newto s secod law: F A m I A a A F A A gravitatioal acceleratio: m m aa G e m A I A B 2 AB AB AB e AB B
6 itroductio to gravitatio from sigle mass, to may masses, to a cotiuum a G e d B A 2 AB B AB Fudametal properties of Newto s law of gravitatio: cetral force actio = reactio iverse square distace superpositio of all partial forces istataeous
7 itroductio to gravitatio a G e d B A 2 AB B AB a A is a vector field i space with the followig properties: a 0 curl free a V A A A i.e. there exists a gravitatioal potetial V A ad i outer space, we get: a source free V 2 0 0
8 itroductio to gravitatio a G e d B A 2 AB B AB a A is a vector field with the followig properties: a 0 curl free a V A A A i.e. there exists a gravitatioal potetial V A ad i outer space, we get: a source free V B VA G d AB B V V V x y z
9 example: satellite orbit 2 V 2 x a ice applicatio: a satellite orbit x A aa AV " perturbatios " ad iitial coditios : x ; x 0 0
10 example: satellite orbit a ice applicatio: a satellite orbit sphere flatteed sphere real earth Kelpleria ellipse precessig ellipse precessig ellipse plus gravitatioal code
11 example: satellite orbit What about the attractio of su, moo ad plaets? Aswer: They determie the earth s orbit about the su Tides are acceleratio relative to the earth s ceter of mass Marshak, 2005
12 gravitatio ad gravity o the surface of the rotatig earth oe measures: gravity= gravitatio + cetrifugal acceleratio g a z ad W V Z z a g
13 size of gravity sigals gravity (i laboratory at TU Müche) m/s 2 statioary variable 10 0 spherical Earth 10-3 flatteig & cetrifugal acceleratio 10-4 moutais, valleys, ocea ridges, subductio 10-5 desity variatios i crust ad matle 10-6 salt domes, sedimet basis, ores 10-7 tides, atmospheric pressure 10-8 temporal variatios: oceas, hydrology 10-9 ocea topography, polar motio geeral relativity
14 geometry of the earth s gravity field gravity vector plumb lie geoid W W cost 0. level surface
15 gravity related quatities ) <1m to 2m
16 gravity related quatities map with geoid heights relative to the GRS80 ellipsoid
17 series represetatio of gravitatioal field V V V x y z Laplace equatio (PDE) solutio i Cartesia coordiates (after determiatio):,, exp k exp VA x y z V k z c i kx y with z 0 k solutio i spherical coordiates (after determiatio): 1 R VA,, r V0 Pm Cm cosm Sm sim 0 r m0 1 1 R R V0 C P cos m S P si m m m m m m0 m r m r almost a Fourier series
18 series represetatio of gravitatioal field log 500km 333km 250km 200km 20000km [ km] max spectral represetatio of the earth s gravitatioal field: triagular plot of the spherical harmoic coefficiets C ; S m m
19 series represetatio of gravitatioal field C 00 A 00 C 11 S 11 C 10 S 22 S 21 C 20 C 21 C 22 S 33 S 32 S 31 C 30 C 31 C 32 C 33 S 44 S 43 S 42 S 41 C 40 C 41 C 42 C 43 C 44 S 55 S 54 S 53 S 52 S 51 C 50 C 51 C 52 C 53 C 54 C 55 sectorial tesseral zoal tesseral sectorial surface spherical harmoic fuctios: Ym, Pm cos m sim
20 series represetatio of gravitatioal field Degree C 00 S 11 C 10 C 11 S 22 S 21 C 21 scale origi orietatio S m Order m C m
21 series represetatio of gravitatioal field sigal degree variace 2 2 ( m m) m0 c C S ave c 21 i aalogy to sigal processig: characteristics of sigal ad oise Here: degree variaces correspod to power spectral desity
22 series represetatio of gravitatioal field power law by WM Kaula error c / sigal ad error degree variaces (dimesioless)
23 series represetatio of temporal variatios of gravitatioal field Degree Stadard Deviatio i Geoid Height [m] Atmosphere daily ECMWF Ocea daily MIT Hydrology mothly Europe GRACE Error Predictio Degree rapid time variable geoid sigals (RMS) [ to be divided by the earth radius i order to arrive at dimesioless uits]
24 series represetatio of temporal variatios of gravitatioal field Degree Stadard Deviatio i Geoid Height [m] Ocea semi-aual Ocea aual GRACE Error Predictio Atmosphere aual Degree slow geoid time variable sigals (RMS) [ to be divided by the earth radius i order to arrive at dimesioless uits]
25 three levels of gravity quatities o earth ad i space 1 R VA,, r V0 Pm Cm cosm Sm sim 0 r m0 1 1 R R V C P 0 cos m S P si m m m m m m0 m r m r r 1 r 2 δv δ r V δ rr V disturbace potetial or geoid gravity disturbaces or gravity aomalies gravity gradiets or torsio balace
26 various gravity quatities o earth ad i space Gravity model EGM08, D/O1000
27 h = 0km δv δv r δv rr Gravity model EGM08, D/O1000
28 satellite altitude: r earth s Surface: R δv δ r V δ rr V 1 R 2 R δv δ r V δ rr V 1 r 2 r 1 R r 2 R r 3 R r three levels of gravity quatities o earth ad i space
29 various gravity quatities o earth ad i space Gravity model EGM08, D/O1000
30 δv r h = 400km h = 250km h = 0km Gravity model EGM08, D/O1000
31 T r T rr T 1 R 2 R T r T rr T 1 r 2 r 1 R r 2 R r 3 R r Gravity model EGM08, D/O1000
32 various gravity quatities o earth ad i space x y z x y V ik [E] z
33 satellite-to-satellite trackig low-low satellite-to-satellite trackig high-low satellite gradiometry satellite altitude r r 1 r 2 δv δ r V δ rr V R r 1 R r 2 R r 3 earth s surface R R 1 R 2 δv δ r V δ rr V disturbace potetial or geoid gravity disturbaces or gravity aomalies gravity gradiets or torsio balace
34 summary of lecture Oe 1. Newto s law of gravitatio describes all its relevat properties such as iverse square distace, priciple of superpositio, its statioary part beig vorticity free, ad source free outside the earth (Laplace equatio) 2. Gravity is the sum of gravitatio ad the cetrifugal part 3. Satellite orbits are essetially described by gravitatio 4. Tides are a accelertatio (a force) relative to the earth s ceter of mass 5. The global gravitatioal field is represeted as a series of spherical harmoics, beig a solutio of Laplace partial differetial equatio (Dirichlet) 6. Spherical harmoics o a sphere are aalogous to a Fourier series i a plae 7. Therefore there exists a closed theory of sigal ad oise processig 8. With icreasig distace from the earth sphere the series coefficiets are dampeig out per degree like (R/R+h) With each radial derivative of the gravitatioal potetial the series coefficiets are amplified per degree like (+1) 10. The strategy of satellite missios GRACE ad GOCE rests o the priciple of compesatig the damperig effect by amplificatio (see 8. ad 9.)
Fluid Physics 8.292J/12.330J % (1)
Fluid Physics 89J/133J Problem Set 5 Solutios 1 Cosider the flow of a Euler fluid i the x directio give by for y > d U = U y 1 d for y d U + y 1 d for y < This flow does ot vary i x or i z Determie the
More informationCARIBBEAN EXAMINATIONS COUNCIL CARIBBEAN SECONDARY EDUCATION EXAMINATION ADDITIONAL MATHEMATICS. Paper 02 - General Proficiency
TEST CODE 01254020 FORM TP 2015037 MAY/JUNE 2015 CARIBBEAN EXAMINATIONS COUNCIL CARIBBEAN SECONDARY EDUCATION CERTIFICATE@ EXAMINATION ADDITIONAL MATHEMATICS Paper 02 - Geeral Proficiecy 2 hours 40 miutes
More informationLecture 7: Polar representation of complex numbers
Lecture 7: Polar represetatio of comple umbers See FLAP Module M3.1 Sectio.7 ad M3. Sectios 1 ad. 7.1 The Argad diagram I two dimesioal Cartesia coordiates (,), we are used to plottig the fuctio ( ) with
More informationARISTOTELIAN PHYSICS
ARISTOTELIAN PHYSICS Aristoteles (Aristotle) (384-322 BC) had very strog ifluece o Europea philosophy ad sciece; everythig o Earth made of (mixture of) four elemets: earth, water, air, fire every elemet
More informationFundamental Concepts: Surfaces and Curves
UNDAMENTAL CONCEPTS: SURACES AND CURVES CHAPTER udametal Cocepts: Surfaces ad Curves. INTRODUCTION This chapter describes two geometrical objects, vi., surfaces ad curves because the pla a ver importat
More informationMETHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS
Please cite this article as: Staisław Kula, Method of fudametal solutios for Helmholtz eigevalue problems i elliptical domais, Scietific Research of the Istitute of Mathematics ad Computer Sciece, 009,
More informationProblem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t =
Mathematics Summer Wilso Fial Exam August 8, ANSWERS Problem 1 (a) Fid the solutio to y +x y = e x x that satisfies y() = 5 : This is already i the form we used for a first order liear differetial equatio,
More information: Transforms and Partial Differential Equations
Trasforms ad Partial Differetial Equatios 018 SUBJECT NAME : Trasforms ad Partial Differetial Equatios SUBJECT CODE : MA 6351 MATERIAL NAME : Part A questios REGULATION : R013 WEBSITE : wwwharigaeshcom
More informationThe Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System
The Mathematical Model ad the Simulatio Modellig Algoritm of the Multitiered Mechaical System Demi Aatoliy, Kovalev Iva Dept. of Optical Digital Systems ad Techologies, The St. Petersburg Natioal Research
More information(c) Write, but do not evaluate, an integral expression for the volume of the solid generated when R is
Calculus BC Fial Review Name: Revised 7 EXAM Date: Tuesday, May 9 Remiders:. Put ew batteries i your calculator. Make sure your calculator is i RADIAN mode.. Get a good ight s sleep. Eat breakfast. Brig:
More informationlil fit c tai an.ie't 1111 At I 6qei ATA I Atb Y Ex Find the linear regression today power law example forhw i gl.es 6 inner product spaces
Math 2270-002 Week 14 otes We will ot ecessarily fiish the material from a give day's otes o that day. We may also add or subtract some material as the week progresses, but these otes represet a i-depth
More informationAP Calculus BC Review Applications of Derivatives (Chapter 4) and f,
AP alculus B Review Applicatios of Derivatives (hapter ) Thigs to Kow ad Be Able to Do Defiitios of the followig i terms of derivatives, ad how to fid them: critical poit, global miima/maima, local (relative)
More information3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,
3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [
More informationMathematics Extension 2
004 HIGHER SCHOOL CERTIFICATE EXAMINATION Mathematics Etesio Geeral Istructios Readig time 5 miutes Workig time hours Write usig black or blue pe Board-approved calculators may be used A table of stadard
More informationSignal Processing in Mechatronics. Lecture 3, Convolution, Fourier Series and Fourier Transform
Sigal Processig i Mechatroics Summer semester, 1 Lecture 3, Covolutio, Fourier Series ad Fourier rasform Dr. Zhu K.P. AIS, UM 1 1. Covolutio Covolutio Descriptio of LI Systems he mai premise is that the
More information2C09 Design for seismic and climate changes
2C09 Desig for seismic ad climate chages Lecture 02: Dyamic respose of sigle-degree-of-freedom systems I Daiel Grecea, Politehica Uiversity of Timisoara 10/03/2014 Europea Erasmus Mudus Master Course Sustaiable
More informationThe axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c.
5.4 Applicatio of Perturbatio Methods to the Dispersio Model for Tubular Reactors The axial dispersio model for tubular reactors at steady state ca be described by the followig equatios: d c Pe dz z =
More informationmx bx kx F t. dt IR I LI V t, Q LQ RQ V t,
Lecture 5 omplex Variables II (Applicatios i Physics) (See hapter i Boas) To see why complex variables are so useful cosider first the (liear) mechaics of a sigle particle described by Newto s equatio
More informationVibratory Motion. Prof. Zheng-yi Feng NCHU SWC. National CHung Hsing University, Department of Soil and Water Conservation
Vibratory Motio Prof. Zheg-yi Feg NCHU SWC 1 Types of vibratory motio Periodic motio Noperiodic motio See Fig. A1, p.58 Harmoic motio Periodic motio Trasiet motio impact Trasiet motio earthquake A powerful
More informationSignal Processing in Mechatronics
Sigal Processig i Mechatroics Zhu K.P. AIS, UM. Lecture, Brief itroductio to Sigals ad Systems, Review of Liear Algebra ad Sigal Processig Related Mathematics . Brief Itroductio to Sigals What is sigal
More informationCALCULUS BASIC SUMMER REVIEW
CALCULUS BASIC SUMMER REVIEW NAME rise y y y Slope of a o vertical lie: m ru Poit Slope Equatio: y y m( ) The slope is m ad a poit o your lie is, ). ( y Slope-Itercept Equatio: y m b slope= m y-itercept=
More informationStreamfunction-Vorticity Formulation
Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first
More informationVoltage controlled oscillator (VCO)
Voltage cotrolled oscillator (VO) Oscillatio frequecy jl Z L(V) jl[ L(V)] [L L (V)] L L (V) T VO gai / Logf Log 4 L (V) f f 4 L(V) Logf / L(V) f 4 L (V) f (V) 3 Lf 3 VO gai / (V) j V / V Bi (V) / V Bi
More informationSection 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations
Differece Equatios to Differetial Equatios Sectio. Calculus: Areas Ad Tagets The study of calculus begis with questios about chage. What happes to the velocity of a swigig pedulum as its positio chages?
More informationOn the Construction of a Synthetic Earth Gravity Model
O the Costructio of a Sythetic Earth Gravity Model M. Kuh, W.E. Featherstoe Wester Australia Cetre for Geodesy, Curti Uiversity of Techology, GPO Box U987, Perth WA 6845, Australia Abstract. A sythetic
More informationFinally, we show how to determine the moments of an impulse response based on the example of the dispersion model.
5.3 Determiatio of Momets Fially, we show how to determie the momets of a impulse respose based o the example of the dispersio model. For the dispersio model we have that E θ (θ ) curve is give by eq (4).
More informationSalmon: Lectures on partial differential equations. 3. First-order linear equations as the limiting case of second-order equations
3. First-order liear equatios as the limitig case of secod-order equatios We cosider the advectio-diffusio equatio (1) v = 2 o a bouded domai, with boudary coditios of prescribed. The coefficiets ( ) (2)
More informationCOMPARISON OF SOME METHODS FOR MODIFYING STOKES' FORMULA IN THE GOCE ERA
COPARISON OF SOE ETHODS FOR ODIFYING STOKES' FORUA IN THE GOCE ERA J. Ågre (1) ad.e. Sjöberg (1) (1) Royal Istitute of Techology, Drottig Kristias väg 3, SE 1 44 Stockholm, Swede ABSTRACT The dedicated
More informationStatistical Noise Models and Diagnostics
L. Yaroslavsky: Advaced Image Processig Lab: A Tutorial, EUSIPCO2 LECTURE 2 Statistical oise Models ad Diagostics 2. Statistical models of radom iterfereces: (i) Additive sigal idepedet oise model: r =
More informationNotes on the GSW function gsw_geostrophic_velocity (geo_strf,long,lat,p)
Notes o gsw_geostrophic_velocity Notes o the GSW fuctio gsw_geostrophic_velocity (geo_strf,log,lat,p) Notes made 7 th October 2, ad updated 8 th April 2. This fuctio gsw_geostrophic_velocity(geo_strf,log,lat,p)
More informationChapter 4. Fourier Series
Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,
More informationMathematics Extension 1
016 Bored of Studies Trial Eamiatios Mathematics Etesio 1 3 rd ctober 016 Geeral Istructios Total Marks 70 Readig time 5 miutes Workig time hours Write usig black or blue pe Black pe is preferred Board-approved
More informationTwo or more points can be used to describe a rigid body. This will eliminate the need to define rotational coordinates for the body!
OINTCOORDINATE FORMULATION Two or more poits ca be used to describe a rigid body. This will elimiate the eed to defie rotatioal coordiates for the body i z r i i, j r j j rimary oits: The coordiates of
More informationThe AMSU Observation Bias Correction and Its Application Retrieval Scheme, and Typhoon Analysis
The AMSU Observatio Bias Correctio ad Its Applicatio Retrieval Scheme, ad Typhoo Aalysis Chie-Be Chou, Kug-Hwa Wag Cetral Weather Bureau, Taipei, Taiwa, R.O.C. Abstract Sice most of AMSU chaels have a
More informationGOCE. Gravity and steady-state Ocean Circulation Explorer
GOCE Gravity and steady-state Ocean Circulation Explorer Reiner Rummel Astronomical and Physical Geodesy Technische Universität München rummel@bv.tum.de ESA Earth Observation Summerschool ESRIN/Frascati
More informationCastiel, Supernatural, Season 6, Episode 18
13 Differetial Equatios the aswer to your questio ca best be epressed as a series of partial differetial equatios... Castiel, Superatural, Seaso 6, Episode 18 A differetial equatio is a mathematical equatio
More informationLecture 7: Density Estimation: k-nearest Neighbor and Basis Approach
STAT 425: Itroductio to Noparametric Statistics Witer 28 Lecture 7: Desity Estimatio: k-nearest Neighbor ad Basis Approach Istructor: Ye-Chi Che Referece: Sectio 8.4 of All of Noparametric Statistics.
More informationQuantization and Special Functions
Otocec 6.-9.0.003 Quatizatio ad Special Fuctios Christia B. Lag Ist. f. theoret. Physik Uiversität Graz Cotets st lecture Schrödiger equatio Eigevalue equatios -dimesioal problems Limitatios of Quatum
More informationA widely used display of protein shapes is based on the coordinates of the alpha carbons - - C α
Nice plottig of proteis: I A widely used display of protei shapes is based o the coordiates of the alpha carbos - - C α -s. The coordiates of the C α -s are coected by a cotiuous curve that roughly follows
More informationGULF MATHEMATICS OLYMPIAD 2014 CLASS : XII
GULF MATHEMATICS OLYMPIAD 04 CLASS : XII Date of Eamiatio: Maimum Marks : 50 Time : 0:30 a.m. to :30 p.m. Duratio: Hours Istructios to cadidates. This questio paper cosists of 50 questios. All questios
More informationOn the Weak Localization Principle of the Eigenfunction Expansions of the Laplace-Beltrami Operator by Riesz Method ABSTRACT 1.
Malaysia Joural of Mathematical Scieces 9(): 337-348 (05) MALAYSIA JOURAL OF MATHEMATICAL SCIECES Joural homepage: http://eispemupmedumy/joural O the Weak Localizatio Priciple of the Eigefuctio Expasios
More informationHigher Course Plan. Calculus and Relationships Expressions and Functions
Higher Course Pla Applicatios Calculus ad Relatioships Expressios ad Fuctios Topic 1: The Straight Lie Fid the gradiet of a lie Colliearity Kow the features of gradiets of: parallel lies perpedicular lies
More informationPHYS-3301 Lecture 9. CHAPTER 5 Wave Properties of Matter and Quantum Mechanics I. 5.3: Electron Scattering. Bohr s Quantization Condition
CHAPTER 5 Wave Properties of Matter ad Quatum Mecaics I PHYS-3301 Lecture 9 Sep. 5, 018 5.1 X-Ray Scatterig 5. De Broglie Waves 5.3 Electro Scatterig 5.4 Wave Motio 5.5 Waves or Particles? 5.6 Ucertaity
More informationAssignment 1 : Real Numbers, Sequences. for n 1. Show that (x n ) converges. Further, by observing that x n+2 + x n+1
Assigmet : Real Numbers, Sequeces. Let A be a o-empty subset of R ad α R. Show that α = supa if ad oly if α is ot a upper boud of A but α + is a upper boud of A for every N. 2. Let y (, ) ad x (, ). Evaluate
More informationComplex Analysis Spring 2001 Homework I Solution
Complex Aalysis Sprig 2001 Homework I Solutio 1. Coway, Chapter 1, sectio 3, problem 3. Describe the set of poits satisfyig the equatio z a z + a = 2c, where c > 0 ad a R. To begi, we see from the triagle
More informationProblem 1. Problem Engineering Dynamics Problem Set 9--Solution. Find the equation of motion for the system shown with respect to:
2.003 Egieerig Dyamics Problem Set 9--Solutio Problem 1 Fid the equatio of motio for the system show with respect to: a) Zero sprig force positio. Draw the appropriate free body diagram. b) Static equilibrium
More informationφ φ sin φ θ sin sin u = φθu
Project 10.5D Spherical Harmoic Waves I problems ivolvig regios that ejoy spherical symmetry about the origi i space, it is appropriate to use spherical coordiates. The 3-dimesioal Laplacia for a fuctio
More informationSynopsis of Euler s paper. E Memoire sur la plus grande equation des planetes. (Memoir on the Maximum value of an Equation of the Planets)
1 Syopsis of Euler s paper E105 -- Memoire sur la plus grade equatio des plaetes (Memoir o the Maximum value of a Equatio of the Plaets) Compiled by Thomas J Osler ad Jase Adrew Scaramazza Mathematics
More informationHilbert Space and Least-squares Collocation
Hilbert Space ad Least-squares Collocatio Lecture : Discrete, Mixed Boudary-Value Problem i Physical Geodesy Lecture : Hilbert Spaces, Reproducig Kerels, ad Fuctioals Lecture 3: Miimum Norm Solutio to
More informationAP Calculus BC 2005 Scoring Guidelines
AP Calculus BC 5 Scorig Guidelies The College Board: Coectig Studets to College Success The College Board is a ot-for-profit membership associatio whose missio is to coect studets to college success ad
More informationChapter 2 Systems and Signals
Chapter 2 Systems ad Sigals 1 Itroductio Discrete-Time Sigals: Sequeces Discrete-Time Systems Properties of Liear Time-Ivariat Systems Liear Costat-Coefficiet Differece Equatios Frequecy-Domai Represetatio
More informationLecture 4 Conformal Mapping and Green s Theorem. 1. Let s try to solve the following problem by separation of variables
Lecture 4 Coformal Mappig ad Gree s Theorem Today s topics. Solvig electrostatic problems cotiued. Why separatio of variables does t always work 3. Coformal mappig 4. Gree s theorem The failure of separatio
More informationES.182A Topic 40 Notes Jeremy Orloff
ES.182A opic 4 Notes Jeremy Orloff 4 Flux: ormal form of Gree s theorem Gree s theorem i flux form is formally equivalet to our previous versio where the lie itegral was iterpreted as work. Here we will
More informationStatistical Fundamentals and Control Charts
Statistical Fudametals ad Cotrol Charts 1. Statistical Process Cotrol Basics Chace causes of variatio uavoidable causes of variatios Assigable causes of variatio large variatios related to machies, materials,
More informationAP Calculus BC 2011 Scoring Guidelines Form B
AP Calculus BC Scorig Guidelies Form B The College Board The College Board is a ot-for-profit membership associatio whose missio is to coect studets to college success ad opportuity. Fouded i 9, the College
More informationA Slight Extension of Coherent Integration Loss Due to White Gaussian Phase Noise Mark A. Richards
A Slight Extesio of Coheret Itegratio Loss Due to White Gaussia Phase oise Mark A. Richards March 3, Goal I [], the itegratio loss L i computig the coheret sum of samples x with weights a is cosidered.
More informationFree Surface Hydrodynamics
Water Sciece ad Egieerig Free Surface Hydrodyamics y A part of Module : Hydraulics ad Hydrology Water Sciece ad Egieerig Dr. Shreedhar Maskey Seior Lecturer UNESCO-IHE Istitute for Water Educatio S. Maskey
More informationDETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.
ICSV4 Cairs Australia 9- July 7 DTRMINATION OF MCHANICAL PROPRTIS OF A NON- UNIFORM BAM USING TH MASURMNT OF TH XCITD LONGITUDINAL LASTIC VIBRATIONS Pavel Aokhi ad Vladimir Gordo Departmet of the mathematics
More informationLinear Regression Models
Liear Regressio Models Dr. Joh Mellor-Crummey Departmet of Computer Sciece Rice Uiversity johmc@cs.rice.edu COMP 528 Lecture 9 15 February 2005 Goals for Today Uderstad how to Use scatter diagrams to ispect
More informationTHE KALMAN FILTER RAUL ROJAS
THE KALMAN FILTER RAUL ROJAS Abstract. This paper provides a getle itroductio to the Kalma filter, a umerical method that ca be used for sesor fusio or for calculatio of trajectories. First, we cosider
More information1.3 Convergence Theorems of Fourier Series. k k k k. N N k 1. With this in mind, we state (without proof) the convergence of Fourier series.
.3 Covergece Theorems of Fourier Series I this sectio, we preset the covergece of Fourier series. A ifiite sum is, by defiitio, a limit of partial sums, that is, a cos( kx) b si( kx) lim a cos( kx) b si(
More information8. Applications To Linear Differential Equations
8. Applicatios To Liear Differetial Equatios 8.. Itroductio 8.. Review Of Results Cocerig Liear Differetial Equatios Of First Ad Secod Orders 8.3. Eercises 8.4. Liear Differetial Equatios Of Order N 8.5.
More informationELEG 4603/5173L Digital Signal Processing Ch. 1 Discrete-Time Signals and Systems
Departmet of Electrical Egieerig Uiversity of Arasas ELEG 4603/5173L Digital Sigal Processig Ch. 1 Discrete-Time Sigals ad Systems Dr. Jigxia Wu wuj@uar.edu OUTLINE 2 Classificatios of discrete-time sigals
More informationFormula List for College Algebra Sullivan 10 th ed. DO NOT WRITE ON THIS COPY.
Forula List for College Algera Sulliva 10 th ed. DO NOT WRITE ON THIS COPY. Itercepts: Lear how to fid the x ad y itercepts. Syetry: Lear how test for syetry with respect to the x-axis, y-axis ad origi.
More information*X203/701* X203/701. APPLIED MATHEMATICS ADVANCED HIGHER Numerical Analysis. Read carefully
X0/70 NATIONAL QUALIFICATIONS 006 MONDAY, MAY.00 PM.00 PM APPLIED MATHEMATICS ADVANCED HIGHER Numerical Aalysis Read carefully. Calculators may be used i this paper.. Cadidates should aswer all questios.
More informationMathematics Extension 2
009 HIGHER SCHOOL CERTIFICATE EXAMINATION Mathematics Etesio Geeral Istructios Readig time 5 miutes Workig time hours Write usig black or blue pe Board-approved calculators may be used A table of stadard
More informationEDEXCEL NATIONAL CERTIFICATE UNIT 4 MATHEMATICS FOR TECHNICIANS OUTCOME 4 - CALCULUS
EDEXCEL NATIONAL CERTIFICATE UNIT 4 MATHEMATICS FOR TECHNICIANS OUTCOME 4 - CALCULUS TUTORIAL 1 - DIFFERENTIATION Use the elemetary rules of calculus arithmetic to solve problems that ivolve differetiatio
More informationThe z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j
The -Trasform 7. Itroductio Geeralie the complex siusoidal represetatio offered by DTFT to a represetatio of complex expoetial sigals. Obtai more geeral characteristics for discrete-time LTI systems. 7.
More information6.003 Homework #3 Solutions
6.00 Homework # Solutios Problems. Complex umbers a. Evaluate the real ad imagiary parts of j j. π/ Real part = Imagiary part = 0 e Euler s formula says that j = e jπ/, so jπ/ j π/ j j = e = e. Thus the
More informationPatterns in Complex Numbers An analytical paper on the roots of a complex numbers and its geometry
IB MATHS HL POTFOLIO TYPE Patters i Complex Numbers A aalytical paper o the roots of a complex umbers ad its geometry i Syed Tousif Ahmed Cadidate Sessio Number: 0066-009 School Code: 0066 Sessio: May
More informationAH Checklist (Unit 2) AH Checklist (Unit 2) Proof Theory
AH Checklist (Uit ) AH Checklist (Uit ) Proof Theory Skill Achieved? Kow that a setece is ay cocateatio of letters or symbols that has a meaig Kow that somethig is true if it appears psychologically covicig
More information6.003 Homework #12 Solutions
6.003 Homework # Solutios Problems. Which are rue? For each of the D sigals x [] through x 4 [] below), determie whether the coditios listed i the followig table are satisfied, ad aswer for true or F for
More information567. Research of Dynamics of a Vibration Isolation Platform
567. Research of Dyamics of a Vibratio Isolatio Platform A. Kilikevičius, M. Jurevičius 2, M. Berba 3 Vilius Gedimias Techical Uiversity, Departmet of Machie buildig, J. Basaavičiaus str. 28, LT-03224
More informationPaper-II Chapter- Damped vibration
Paper-II Chapter- Damped vibratio Free vibratios: Whe a body cotiues to oscillate with its ow characteristics frequecy. Such oscillatios are kow as free or atural vibratios of the body. Ideally, the body
More informationSLIP TEST 3 Chapter 2,3 and 6. Part A Answer all the questions Each question carries 1 mark 1 x 1 =1.
STD XII TIME 1hr 15 mi SLIP TEST Chapter 2, ad 6 Max.Marks 5 Part A Aswer all the questios Each questio carries 1 mark 1 x 1 =1 1. The equatio of the plae passig through the poit (2, 1, 1) ad the lie of
More informationROBUST ATTITUDE DETERMINATION AND CONTROL SYSTEM OF MICROSATELLITE. Principle of the control system construction
30 UDC: 629.783 О. V. Zbrutsk, О. М. Мelascheko, L. М. Rhkov ROUS AIUDE DEERMINAION AND CONROL SYSEM OF MICROSAELLIE Itroductio Improvemet of microsatellite cotrol motio is carried out after a few basic
More informationECON 3150/4150, Spring term Lecture 3
Itroductio Fidig the best fit by regressio Residuals ad R-sq Regressio ad causality Summary ad ext step ECON 3150/4150, Sprig term 2014. Lecture 3 Ragar Nymoe Uiversity of Oslo 21 Jauary 2014 1 / 30 Itroductio
More informationECE4270 Fundamentals of DSP. Lecture 2 Discrete-Time Signals and Systems & Difference Equations. Overview of Lecture 2. More Discrete-Time Systems
ECE4270 Fudametals of DSP Lecture 2 Discrete-Time Sigals ad Systems & Differece Equatios School of ECE Ceter for Sigal ad Iformatio Processig Georgia Istitute of Techology Overview of Lecture 2 Aoucemet
More informationSolutions to quizzes Math Spring 2007
to quizzes Math 4- Sprig 7 Name: Sectio:. Quiz a) x + x dx b) l x dx a) x + dx x x / + x / dx (/3)x 3/ + x / + c. b) Set u l x, dv dx. The du /x ad v x. By Itegratio by Parts, x(/x)dx x l x x + c. l x
More informationMath 113 Exam 3 Practice
Math Exam Practice Exam will cover.-.9. This sheet has three sectios. The first sectio will remid you about techiques ad formulas that you should kow. The secod gives a umber of practice questios for you
More informationHE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT. Examples:
5.6 4 Lecture #3-4 page HE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT Do t restrict the wavefuctio to a sigle term! Could be a liear combiatio of several wavefuctios e.g. two terms:
More informationTopic 10: Introduction to Estimation
Topic 0: Itroductio to Estimatio Jue, 0 Itroductio I the simplest possible terms, the goal of estimatio theory is to aswer the questio: What is that umber? What is the legth, the reactio rate, the fractio
More informationPhys. 201 Mathematical Physics 1 Dr. Nidal M. Ershaidat Doc. 12
Physics Departmet, Yarmouk Uiversity, Irbid Jorda Phys. Mathematical Physics Dr. Nidal M. Ershaidat Doc. Fourier Series Deiitio A Fourier series is a expasio o a periodic uctio (x) i terms o a iiite sum
More informationMID-YEAR EXAMINATION 2018 H2 MATHEMATICS 9758/01. Paper 1 JUNE 2018
MID-YEAR EXAMINATION 08 H MATHEMATICS 9758/0 Paper JUNE 08 Additioal Materials: Writig Paper, MF6 Duratio: hours DO NOT OPEN THIS BOOKLET UNTIL YOU ARE TOLD TO DO SO READ THESE INSTRUCTIONS FIRST Write
More informationPARTIAL DIFFERENTIAL EQUATIONS SEPARATION OF VARIABLES
Diola Bagayoko (0 PARTAL DFFERENTAL EQUATONS SEPARATON OF ARABLES. troductio As discussed i previous lectures, partial differetial equatios arise whe the depedet variale, i.e., the fuctio, varies with
More informationChapter 10 Partial Differential Equations and Fourier Series
Math-33 Chapter Partial Differetial Equatios November 6, 7 Chapter Partial Differetial Equatios ad Fourier Series Math-33 Chapter Partial Differetial Equatios November 6, 7. Boudary Value Problems for
More informationLECTURE 14. Non-linear transverse motion. Non-linear transverse motion
LETURE 4 No-liear trasverse motio Floquet trasformatio Harmoic aalysis-oe dimesioal resoaces Two-dimesioal resoaces No-liear trasverse motio No-liear field terms i the trajectory equatio: Trajectory equatio
More informationSimilarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall
Iteratioal Mathematical Forum, Vol. 9, 04, o. 3, 465-475 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/0.988/imf.04.48 Similarity Solutios to Usteady Pseudoplastic Flow Near a Movig Wall W. Robi Egieerig
More information6.003 Homework #12 Solutions
6.003 Homework # Solutios Problems. Which are rue? For each of the D sigals x [] through x 4 [] (below), determie whether the coditios listed i the followig table are satisfied, ad aswer for true or F
More informationBayesian Methods: Introduction to Multi-parameter Models
Bayesia Methods: Itroductio to Multi-parameter Models Parameter: θ = ( θ, θ) Give Likelihood p(y θ) ad prior p(θ ), the posterior p proportioal to p(y θ) x p(θ ) Margial posterior ( θ, θ y) is Iterested
More informationChapter 10 Advanced Topics in Random Processes
ery Stark ad Joh W. Woods, Probability, Statistics, ad Radom Variables for Egieers, 4th ed., Pearso Educatio Ic.,. ISBN 978--3-33-6 Chapter Advaced opics i Radom Processes Sectios. Mea-Square (m.s.) Calculus
More informationSession 5. (1) Principal component analysis and Karhunen-Loève transformation
200 Autum semester Patter Iformatio Processig Topic 2 Image compressio by orthogoal trasformatio Sessio 5 () Pricipal compoet aalysis ad Karhue-Loève trasformatio Topic 2 of this course explais the image
More information[ ] sin ( ) ( ) = 2 2 ( ) ( ) ( ) ˆ Mechanical Spectroscopy II
Solid State Pheomea Vol. 89 (003) pp 343-348 (003) Tras Tech Publicatios, Switzerlad doi:0.408/www.scietific.et/ssp.89.343 A New Impulse Mechaical Spectrometer to Study the Dyamic Mechaical Properties
More informationLimitation of Applicability of Einstein s. Energy-Momentum Relationship
Limitatio of Applicability of Eistei s Eergy-Mometum Relatioship Koshu Suto Koshu_suto19@mbr.ifty.com Abstract Whe a particle moves through macroscopic space, for a isolated system, as its velocity icreases,
More informationDiscrete-Time Signals and Systems. Discrete-Time Signals and Systems. Signal Symmetry. Elementary Discrete-Time Signals.
Discrete-ime Sigals ad Systems Discrete-ime Sigals ad Systems Dr. Deepa Kudur Uiversity of oroto Referece: Sectios. -.5 of Joh G. Proakis ad Dimitris G. Maolakis, Digital Sigal Processig: Priciples, Algorithms,
More information2. Neutronic calculations at uranium powered cylindrical reactor by using Bessel differential equation
Trasworld Research Network 37/661 (), Fort P.O. Trivadrum-695 03 Kerala, Idia Nuclear Sciece ad Techology, 01: 15-4 ISBN: 978-81-7895-546-9 Editor: Turgay Korkut. Neutroic calculatios at uraium powered
More informationMCT242: Electronic Instrumentation Lecture 2: Instrumentation Definitions
Faculty of Egieerig MCT242: Electroic Istrumetatio Lecture 2: Istrumetatio Defiitios Overview Measuremet Error Accuracy Precisio ad Mea Resolutio Mea Variace ad Stadard deviatio Fiesse Sesitivity Rage
More informationHolographic Renyi Entropy
Holographic Reyi Etropy Dmitri V. Fursaev Duba Uiversity & Bogoliubov Laboratory JINR 0.07.0 3 th Marcel Grossma Meetig, Stockholm black hole etropy etropic origi of gravity etaglemet & quatum gravity
More informationPhysics Supplement to my class. Kinetic Theory
Physics Supplemet to my class Leaers should ote that I have used symbols for geometrical figures ad abbreviatios through out the documet. Kietic Theory 1 Most Probable, Mea ad RMS Speed of Gas Molecules
More informationMIDTERM 2 CALCULUS 2. Monday, October 22, 5:15 PM to 6:45 PM. Name PRACTICE EXAM
MIDTERM 2 CALCULUS 2 MATH 23 FALL 218 Moday, October 22, 5:15 PM to 6:45 PM. Name PRACTICE EXAM Please aswer all of the questios, ad show your work. You must explai your aswers to get credit. You will
More information