Nonlinear Vibrations of Aerospace Structures

Size: px
Start display at page:

Download "Nonlinear Vibrations of Aerospace Structures"

Transcription

1 Noliear Vibratios of Aerospace Structures Uiversity of Liège, Belgium L Itroductio Course objectives Review of liear theory

2 Istructors: G. Kersche, J.P. Noel, T. Detroux Cotact details: Space Structures ad Systems Lab (S3L) Aerospace ad Mechaical Egieerig Departmet Room: +/4 (B5 buildig) g.kersche, jp.oel, Course details:

3 What Is a Noliearity? LINEAR NONLINEARITY Force Force Displacemet Velocity Displacemet Velocity Force Displacemet Velocity 3

4 What Is a Noliear Vibratio? Airbus satellite 4

5 Course Motivatio THEORETICAL STANDPOINT PRACTICAL STANDPOINT Studied extesively! 5

6 It Is Noliear, So What? 6

7 It Is Noliear, So What? 6 x -4 x (m) 3 REGIME : weakly oliear effects REGIME : strogly oliear effects Noliear Liear F (N) 7

8 It Is Noliear, So What? 6 x -4 x (m) 3 REGIME : weakly oliear effects REGIME : strogly oliear effects Noliear Liear F (N) 8

9 Course Objectives At the ed of this course, you will Uderstad the impact of oliearity o system dyamics. Master the cocepts of mode shape, resoace freuecy ad freuecy respose fuctio of oliear systems. Be familiar with ew oliear cocepts icudig stability ad bifurcatios. Recogize oliearity i real-world (aerospace) structures. Kow how to use the NID software. You will be exposed to ew theoretical cocepts, advaced computatioal methods ad practical experimetal techiues 9

10 The Noliear Idetificatio to Desig Software

11 Course Outlie. Brief review of liear theory. Impact of oliearity, oliear FRFs ad 4 ew cocepts 3. Mathematical modelig ad umerical computatio 4. Noliear modes 5. Itroductio to system idetificatio ad oliearity detectio 6. Noliearity characterizatio 7. Noliear parameter estimatio 8. Advaced cocepts: bifurcatios, modal iteractios, isolas. 9. Idustrial case study

12 Noliear Vibratios of Aerospace Structures Uiversity of Liège, Belgium L Itroductio Course objectives Review of liear theory

13 How To Write the Goverig Euatios? d dt T s + T s V s D s + Q s t =, s =,. Lagrage euatios for geeralized coordiates T = ml θ, V = mgl( cosθ) θ + g si θ = L 3

14 Let s Calculate the Period of the Motio T + V = E ml θ + mgl cosθ = mgl( cosθ ) θ = dθ dt = ± g L (cosθ cosθ ) dt = dθ θ = L g(cosθ cosθ ) dθ Period = 4 L g θ dθ cosθ cosθ = π L g + θ 6 + 4

15 The Liearizatio Aroud a Euilibrium V = V + s= V s = + s= r= V s r = r s + V = k rs r s = T K s= r= T = m rs r s = T M s= r= M + K = 5

16 The Liearizatio of the Pedulum θ + g L si θ = θ + g L θ3 θ 6 + = θ θ + g L θ = Period = π L g 6

17 3 Mai Assumptios i Liear Structural Dyamics M + C + K = Liear elasticity oliear materials Small displ. ad rotatios geometrical oliearity oliear boudary coditios Viscous dampig oliear dampig mechaisms 7

18 Assumptio : Noliear Materials Stress Hyperelastic material (e.g., rubber) Strai Stress Shape memory alloy Strai 8

19 Assumptio : Ligamet i Your Kee Joit Load Huma cadaveric aterior cruciate ligamet i kee joit (Dr. Ziv, MAE, Buffalo) Toe regio: ormal rage Liear Yield Extesio 9

20 Assumptio : Geometrical Noliearities Gree s strai tesor l l x F = k l l l x + l x l = kx l x + l = x l + 3x4 8l 4 + O(x6 )

21 Assumptio : A Geometrical Beam i Our Lab

22 Assumptio 3: Noliear Dampig Viscous dampig but also Coulomb frictio Aerodyamic dampig

23 The Cocept of Mode Shape M + K = + = x φ(t) Sychroous vibratio of the structure det K ω M = K ω (r) M x (r) = atural freuecies ormal modes φ r t = α r cos ω r t + β r si ω r t ormal coordiates 3

24 Normal Modes: Importat Properties Clear physical meaig: Structural deformatio at resoace Sychroous vibratio of the structure Importat mathematical properties: Orthogoality Decouplig of the euatios of motio (modal superpositio) Ivariace 4

25 The Cocept of FRF M + K = s cos ωt + = x cos ωt x = FRF K ω M s = H ω s H ω = x (s) x (s) T ω s ω μ s Clear lik betwee the FRF ad the modal parameter 5

26 FRF: Importat Properties The FRF is a costat system properties for a liear system FRF ca be easily estimated from measured data Very coveiet way of locatig resoace freuecies 6

27 Time Respose: Mode Displacemet Method M + K = p t = g φ(t) t = s= x s x s T g μ s ω s t siω s (t τ) φ(t)dτ Exact t = k< s= x s x s T g μ s ω s t siω s (t τ) φ(t)dτ Approximate 7

28 Time Respose: Numerical Itegratio M, C, K, Newmark itegratio Compute scheme for liear systems Time icremetatio t t h * * Predictio h h.5 h Computatio of acceleratios S M h C h K S p C * K * Correctio h * * h 8

29 9 Time Respose: Numerical Itegratio Compute Time icremetatio h t t Predictio.5 h h h Residual vector evaluatio g f M r Calculatio of the correctio,,,, S p f M Covergece? f r ), ( f g M ) ( r S Correctio h h Yes No Newmark itegratio scheme for oliear systems

30 3 Very Importat: Samplig Freuecy h h h h O h h h T T h acceleratio (modified) Average costat acceleratio Average costat acceleratio Liear & Goodwi Fox differece Cetral explicit Purely Algorithm Amplitude error Periodicity error Stability limit Accuracy

31 I Summary: Commo Sources of Noliearity Bolts, joits ad gaps Elastomers ad composites Frictio ad cotact Large amplitudes 3

32 I Summary: Importat Liear Cocepts/Methods Mode shapes, resoace freuecies, dampig ratios Freuecy respose fuctios (FRFs) Modal superpositio/umerical itegratio OPEN QUESTION: Will they remai valid/useful for oliear systems? 3

Elastic Plastic Behavior of Geomaterials: Modeling and Simulation Issues

Elastic Plastic Behavior of Geomaterials: Modeling and Simulation Issues Elastic Plastic Behavior of Geomaterials: Modelig ad Simulatio Issues Boris Zhaohui Yag (UA), Zhao Cheg (EarthMechaics Ic.), Mahdi Taiebat (UBC) Departmet of Civil ad Evirometal Egieerig Uiversity of Califoria,

More information

Problem 1. Problem Engineering Dynamics Problem Set 9--Solution. Find the equation of motion for the system shown with respect to:

Problem 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 information

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS Ivaa Štimac 1, Ivica Kožar 1 M.Sc,Assistat, Ph.D. Professor 1, Faculty of Civil Egieerig, Uiverity of Rieka, Croatia INTRODUCTION The vehicle-iduced

More information

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Molecular ad Quatum Acoustics vol. 7, (6) 79 ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Jerzy FILIPIAK 1, Lech SOLARZ, Korad ZUBKO 1 Istitute of Electroic ad Cotrol Systems, Techical Uiversity of Czestochowa,

More information

CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE

CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE Ryutaro SEGAWA 1, Shizuo YAMAMOTO, Akira SONE 3 Ad Arata MASUDA 4 SUMMARY Durig a strog earthquake, the respose of a structure

More information

1. Linearization of a nonlinear system given in the form of a system of ordinary differential equations

1. Linearization of a nonlinear system given in the form of a system of ordinary differential equations . Liearizatio of a oliear system give i the form of a system of ordiary differetial equatios We ow show how to determie a liear model which approximates the behavior of a time-ivariat oliear system i a

More information

Application of Homotopy Perturbation Method for the Large Angle period of Nonlinear Oscillator

Application of Homotopy Perturbation Method for the Large Angle period of Nonlinear Oscillator Applicatio of Homotopy Perturbatio Method for the Large Agle period of Noliear Oscillator Olayiwola, M. O. Gbolagade A.W., Adesaya A.O. & Akipelu F.O. Departmet of Mathematical Scieces, Faculty of Sciece,

More information

Damped Vibration of a Non-prismatic Beam with a Rotational Spring

Damped Vibration of a Non-prismatic Beam with a Rotational Spring Vibratios i Physical Systems Vol.6 (0) Damped Vibratio of a No-prismatic Beam with a Rotatioal Sprig Wojciech SOCHACK stitute of Mechaics ad Fudametals of Machiery Desig Uiversity of Techology, Czestochowa,

More information

2C09 Design for seismic and climate changes

2C09 Design for seismic and climate changes C9 Desig for seismic ad climate chages Lecture 3: Dyamic respose of sigle-degree-of-freedom systems II Daiel Grecea, Politehica Uiversity of Timisoara 11/3/14 Europea Erasmus Mudus Master Course Sustaiable

More information

Diploma Programme. Mathematics HL guide. First examinations 2014

Diploma Programme. Mathematics HL guide. First examinations 2014 Diploma Programme First eamiatios 014 33 Topic 6 Core: Calculus The aim of this topic is to itroduce studets to the basic cocepts ad techiques of differetial ad itegral calculus ad their applicatio. 6.1

More information

FIXED-FREE AGAINST FREE-FREE BEAMS FOR DYNAMIC YOUNG S MODULUS OF WOOD By: Mehran Roohnia

FIXED-FREE AGAINST FREE-FREE BEAMS FOR DYNAMIC YOUNG S MODULUS OF WOOD By: Mehran Roohnia FIXED-FREE AGAINST FREE-FREE BEAMS FOR DYNAMIC YOUNG S MODULUS OF WOOD By: Mehra Roohia Itroductio: Itroductio: Modulus of Elasticity Hook's Law: s : Stress (e.g. Normal Stress) E: Modulus of Elasticity,

More information

ME242 Vibrations- Mechatronics Experiment

ME242 Vibrations- Mechatronics Experiment ME4 Vibratios- Mechatroics Experimet Daiel. S. Stutts Associate Professor of Mechaical Egieerig ad Egieerig Mechaics Wedesday, September 16, 009 Purpose of Experimet Lear some basic cocepts i vibratios

More information

The Analysis of the Non-linear Deflection of Non-straight Ludwick type Beams Using Lie Symmetry Groups

The Analysis of the Non-linear Deflection of Non-straight Ludwick type Beams Using Lie Symmetry Groups Proceedigs of the 3 rd Iteratioal Coferece o Cotrol, Dyamic Systems, ad Robotics CDSR 16 Ottawa, Caada May 9 10, 016 Paper No. 107 DOI: 10.11159/cdsr16.107 The Aalysis of the No-liear Deflectio of No-straight

More information

FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING

FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING Mechaical Vibratios FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING A commo dampig mechaism occurrig i machies is caused by slidig frictio or dry frictio ad is called Coulomb dampig. Coulomb dampig

More information

2C09 Design for seismic and climate changes

2C09 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 information

A STUDY OF VIBRATION MEASURING AND FATIGUE ANALYSIS FOR CANTILEVER BEAMS

A STUDY OF VIBRATION MEASURING AND FATIGUE ANALYSIS FOR CANTILEVER BEAMS Joural of Techology, Vol. 3, No., pp. 47-56 (07) 47, * LabView ANSYS A STUDY OF VIBRATION MEASURING AND FATIGUE ANALYSIS FOR CANTILEVER BEAMS Yuo-Ter Tsai, * Hsie-Yag Li Departmet of Mechaical Egieerig

More information

A new formulation of internal forces for non-linear hypoelastic constitutive models verifying conservation laws

A new formulation of internal forces for non-linear hypoelastic constitutive models verifying conservation laws A ew formulatio of iteral forces for o-liear hypoelastic costitutive models verifyig coservatio laws Ludovic NOELS 1, Lauret STAINIER 1, Jea-Philippe PONTHOT 1 ad Jérôme BONINI. 1 LTAS-Milieux Cotius et

More information

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter Time Respose & Frequecy Respose d -Order Dyamic System -Pole, Low-Pass, Active Filter R 4 R 7 C 5 e i R 1 C R 3 - + R 6 - + e out Assigmet: Perform a Complete Dyamic System Ivestigatio of the Two-Pole,

More information

Basics of Dynamics. Amit Prashant. Indian Institute of Technology Gandhinagar. Short Course on. Geotechnical Aspects of Earthquake Engineering

Basics of Dynamics. Amit Prashant. Indian Institute of Technology Gandhinagar. Short Course on. Geotechnical Aspects of Earthquake Engineering Basics of yamics Amit Prashat Idia Istitute of Techology Gadhiagar Short Course o Geotechical Aspects of Earthquake Egieerig 4 8 March, 213 Our ear Pedulum Revisited g.si g l s Force Equilibrium: Cord

More information

TESTING OF THE FORCES IN CABLE OF SUSPENSION STRUCTURE AND BRIDGES

TESTING OF THE FORCES IN CABLE OF SUSPENSION STRUCTURE AND BRIDGES TSTING OF TH FORCS IN CABL OF SUSPNSION STRUCTUR AND BRIDGS Zhou, M. 1, Liu, Z. ad Liu, J. 1 College of the Muicipal Techology, Guagzhou Uiversity, Guagzhou. Guagzhou Muicipal ad Ladscape gieerig Quality

More information

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary Boudary layer problem o coveyor belt Gabriella Bogár Uiversity of Miskolc 355 Miskolc-Egyetemváros, Hugary e-mail: matvbg@ui-miskolc.hu Abstract: A techologically importat source of the boudary layer pheomeo

More information

CDS 101: Lecture 5.1 Controllability and State Space Feedback

CDS 101: Lecture 5.1 Controllability and State Space Feedback CDS, Lecture 5. CDS : Lecture 5. Cotrollability ad State Space Feedback Richard M. Murray 8 October Goals: Deie cotrollability o a cotrol system Give tests or cotrollability o liear systems ad apply to

More information

Finite Element Analysis of Cable-Stayed Bridges with Appropriate Initial Shapes Under Seismic Excitations Focusing on Deck-Stay Interaction

Finite Element Analysis of Cable-Stayed Bridges with Appropriate Initial Shapes Under Seismic Excitations Focusing on Deck-Stay Interaction Chapter 9 Fiite Elemet Aalysis of Cable-Stayed Bridges with Appropriate Iitial Shapes Uder Seismic Excitatios Focusig o Deck-Stay Iteractio Mig-Yi Liu ad Pao-Hsii Wag Additioal iformatio is available at

More information

TR Use of the Implicit HHT-I3 and the Explicit ADAMS Methods with the Absolute Nodal Coordinate Formulation

TR Use of the Implicit HHT-I3 and the Explicit ADAMS Methods with the Absolute Nodal Coordinate Formulation R-007-05 Use of the Implicit HH-I3 ad the Explicit ADAMS Methods with the Absolute Nodal Coordiate Formulatio Bassam Hussei, Da Negrut, Ahmed A. Shabaa August 007 Abstract his ivestigatio is cocered with

More information

EFFECT OF CHAMFERED BRAKE PAD PATTERNS ON THE VIBRATION SQUEAL RESPONSE OF DISC BRAKE SYSTEM

EFFECT OF CHAMFERED BRAKE PAD PATTERNS ON THE VIBRATION SQUEAL RESPONSE OF DISC BRAKE SYSTEM 3rd Iteratioal Symposium o Advaced Fluid/Solid Sciece ad Techology i Experimetal Mechaics, 7-10 December. 2008, Taia, Taiwa EFFECT OF CHAMFERED BRAKE PAD PATTERNS ON THE VIBRATION SQUEAL RESPONSE OF DISC

More information

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS Asia-Pacific Coferece o FRP i Structures (APFIS 2007) S.T. Smith (ed) 2007 Iteratioal Istitute for FRP i Costructio PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS T.B. Peg *, J.Z.

More information

NONLOCAL THEORY OF ERINGEN

NONLOCAL THEORY OF ERINGEN NONLOCAL THEORY OF ERINGEN Accordig to Erige (197, 1983, ), the stress field at a poit x i a elastic cotiuum ot oly depeds o the strai field at the poit (hyperelastic case) but also o strais at all other

More information

POD-Based Analysis of Dynamic Wind Load Effects on a Large Span Roof

POD-Based Analysis of Dynamic Wind Load Effects on a Large Span Roof POD-Based Aalysis of Dyamic Wid Load Effects o a Large Spa Roof Xi-yag Ji, Yi Tag ad Hai Ji 3 Professor, Wid Egieerig Research Ceter, Chia Academy of Buildig Research, Beiig 3, Chia, ixiyag@cabrtech.com

More information

The Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System

The 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

Identification of Nonlinear Mechanical Systems: State of the Art and Recent Trends

Identification of Nonlinear Mechanical Systems: State of the Art and Recent Trends - Acceleration (m/s 2 ) Identification of Nonlinear Mechanical Systems: State of the Art and Recent Trends 5 Force level: 67 N rms Gaëtan Kerschen Space Structures and Systems Laboratory Aerospace and

More information

MEM 255 Introduction to Control Systems: Analyzing Dynamic Response

MEM 255 Introduction to Control Systems: Analyzing Dynamic Response MEM 55 Itroductio to Cotrol Systems: Aalyzig Dyamic Respose Harry G. Kwaty Departmet of Mechaical Egieerig & Mechaics Drexel Uiversity Outlie Time domai ad frequecy domai A secod order system Via partial

More information

Analysis of composites with multiple rigid-line reinforcements by the BEM

Analysis of composites with multiple rigid-line reinforcements by the BEM Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100

More information

MULTI-DIMENSIONAL SYSTEM: Ship Stability

MULTI-DIMENSIONAL SYSTEM: Ship Stability MULTI-DIMENSIONAL SYSTEM: I this computer simulatio we will explore a oliear multi-dimesioal system. As before these systems are govered by equatios of the form = f ( x, x,..., x ) = f ( x, x,..., x where

More information

Respon Spektrum Gempa

Respon Spektrum Gempa Mata Kuliah : Diamika Struktur & Pegatar Rekayasa Kegempaa Kode : TSP 302 SKS : 3 SKS Respo Spektrum Gempa Pertemua 10 TIU : Mahasiswa dapat mejelaska feomea-feomea diamik secara fisik. TIK : Mahasiswa

More information

Finite Element Modeling of Seismic Response of Field Fabricated Liquefied Natural Gas (LNG) Spherical Storage Vessels

Finite Element Modeling of Seismic Response of Field Fabricated Liquefied Natural Gas (LNG) Spherical Storage Vessels Egieerig, 013, 5, 543-550 doi:10.436/eg.013.56065 Published Olie Jue 013 (http://www.scirp.org/joural/eg) Fiite Elemet Modelig of Seismic Respose of Field Fabricated Liquefied Natural Gas (LNG) Spherical

More information

Signal Processing in Mechatronics

Signal 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 information

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces Hadout #b (pp. 4-55) Dyamic Respose o Secod Order Mechaical Systems with Viscous Dissipatio orces M X + DX + K X = F t () Periodic Forced Respose to F (t) = F o si( t) ad F (t) = M u si(t) Frequecy Respose

More information

Stopping oscillations of a simple harmonic oscillator using an impulse force

Stopping oscillations of a simple harmonic oscillator using an impulse force It. J. Adv. Appl. Math. ad Mech. 5() (207) 6 (ISSN: 2347-2529) IJAAMM Joural homepage: www.ijaamm.com Iteratioal Joural of Advaces i Applied Mathematics ad Mechaics Stoppig oscillatios of a simple harmoic

More information

Dynamics of Structures 5th Edition Chopra SOLUTIONS MANUAL

Dynamics of Structures 5th Edition Chopra SOLUTIONS MANUAL Dyamics of Structures 5th Editio Chopra SOLUTIONS MANUAL Full dowload at : https://testbareal.com/dowload/dyamics-of-structures-5th-editio-choprasolutios-maual/ Problem.1 CHAPTER A heavy table is supported

More information

Using Spreadsheets as a Computational Tool in Teaching Mechanical. Engineering

Using Spreadsheets as a Computational Tool in Teaching Mechanical. Engineering Proceedigs of the th WSEAS Iteratioal Coferece o COMPUTERS, Vouliagmei, Athes, Greece, July 3-5, 6 (pp35-3) Usig Spreadsheets as a Computatioal Tool i Teachig Mechaical Egieerig AHMADI-BROOGHANI, ZAHRA

More information

A general finite element model for numerical simulation of structure dynamics

A general finite element model for numerical simulation of structure dynamics 440 Sciece i Chia Series G: Physics, Mechaics & Astroomy 2006 Vol.49 No.4 440 450 DOI: 10.1007/s11433-006-2011-1 A geeral fiite elemet model for umerical simulatio of structure dyamics WANG Fuju 1, LI

More information

Finite Element Analysis of Rubber Bumper Used in Air-springs

Finite Element Analysis of Rubber Bumper Used in Air-springs Available olie at www.sciecedirect.com Procedia Egieerig 48 (0 ) 388 395 MMaMS 0 Fiite Elemet Aalysis of Rubber Bumper Used i Air-sprigs amas Makovits a *, amas Szabó b a Departmet of Mechaical Egieerig,

More information

FREE VIBRATIONS OF SIMPLY SUPPORTED BEAMS USING FOURIER SERIES

FREE VIBRATIONS OF SIMPLY SUPPORTED BEAMS USING FOURIER SERIES Abdullah : FREE VIBRATIONS OF SIMPY SUPPORTED BEAMS FREE VIBRATIONS OF SIMPY SUPPORTED BEAMS USING FOURIER SERIES SAWA MUBARAK ABDUAH Assistat ecturer Uiversity of Mosul Abstract Fourier series will be

More information

[ ] sin ( ) ( ) = 2 2 ( ) ( ) ( ) ˆ Mechanical Spectroscopy II

[ ] 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 information

Vibration Attenuation of Air Inflatable Rubber Dams with Variable Anchorage Width

Vibration Attenuation of Air Inflatable Rubber Dams with Variable Anchorage Width 9º Cogresso Nacioal de Mecâica Experimetal Aveiro, 15-17 de Out., 1 Vibratio Atteuatio of Air Iflatable Rubber Dams with Variable Achorage Width Amorim, J. 1, ; Dias Rodrigues, J. 1 INEGI, Istituto de

More information

VIBRATION OF ELASTIC RINGS EXCITED BY PERIODICALLY-SPACED MOVING SPRINGS Etcheverry Hall, Berkeley, CA 94720

VIBRATION OF ELASTIC RINGS EXCITED BY PERIODICALLY-SPACED MOVING SPRINGS Etcheverry Hall, Berkeley, CA 94720 ICSV Cairs Australia 9- July, 7 VIBRATION OF ELASTIC RINGS EXCITED BY PERIODICALLY-SPACED OVING SPRINGS Sripathi Vagipuram Cachi ad Robert G. Parker Departmet of echaical Egieerig, Uiversity of Califoria

More information

Dynamic Instability of Taut Mooring Lines Subjected to Bi-frequency Parametric Excitation

Dynamic Instability of Taut Mooring Lines Subjected to Bi-frequency Parametric Excitation Proceedigs of the 1 th Iteratioal Coferece o the Stability of Ships ad Ocea Vehicles, 14-19 Jue 15, Glasgow, UK. Dyamic Istability of Taut Moorig Lies Subjected to Bi-frequecy Parametric Excitatio Aiju

More information

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.

DETERMINATION 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 information

THE SEISMIC RESPONSE CHARACTERISTICS OF A NEW STRUCTURAL CONFIGURATION

THE SEISMIC RESPONSE CHARACTERISTICS OF A NEW STRUCTURAL CONFIGURATION THE SEISMIC RESPONSE CHARACTERISTICS OF A NEW STRUCTURAL CONFIGURATION u a Zhag 1 iagu Qi ad Shel Cherry 3 1 Professor, Departmet of Civil Egieerig, Northwester Polytechical Uiversity, i a, Chia. PhD Studet,

More information

Logit regression Logit regression

Logit regression Logit regression Logit regressio Logit regressio models the probability of Y= as the cumulative stadard logistic distributio fuctio, evaluated at z = β 0 + β X: Pr(Y = X) = F(β 0 + β X) F is the cumulative logistic distributio

More information

MECHANISM OF STICK-SLIP VIBRATION OF DRILL STRING CONSIDERING AXIAL AND TORSIONAL OSCILLATIONS

MECHANISM OF STICK-SLIP VIBRATION OF DRILL STRING CONSIDERING AXIAL AND TORSIONAL OSCILLATIONS Iteratioal Joural of Research i Sciece ad echology (IJRS) 17, Vol. No. 7, Issue No. I, Ja-Mar e-issn: 49-64, p-issn: 454-18X MECHANISM OF SICK-SLIP VIBRAION OF DRILL SRING CONSIDERING AXIAL AND ORSIONAL

More information

CALCULATION OF STIFFNESS AND MASS ORTHOGONAL VECTORS

CALCULATION OF STIFFNESS AND MASS ORTHOGONAL VECTORS 14. CALCULATION OF STIFFNESS AND MASS ORTHOGONAL VECTORS LDR Vectors are Always More Accurate tha Usig the Exact Eigevectors i a Mode Superpositio Aalysis 14.1 INTRODUCTION The major reaso to calculate

More information

Application of Dynamic Relaxation in Thermo-Elastic Structural Analysis of Highway Pavement Structures

Application of Dynamic Relaxation in Thermo-Elastic Structural Analysis of Highway Pavement Structures 9 th Iteratioal LS-DYNA Users Coferece Simulatio Techology () Applicatio of Dyamic Relaxatio i Thermo-Elastic Structural Aalysis of Highway Pavemet Structures Samir N. Shoukry, Gergis W. William, Mourad

More information

Vibratory Motion. Prof. Zheng-yi Feng NCHU SWC. National CHung Hsing University, Department of Soil and Water Conservation

Vibratory 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 information

577. Estimation of surface roughness using high frequency vibrations

577. Estimation of surface roughness using high frequency vibrations 577. Estimatio of surface roughess usig high frequecy vibratios V. Augutis, M. Sauoris, Kauas Uiversity of Techology Electroics ad Measuremets Systems Departmet Studetu str. 5-443, LT-5368 Kauas, Lithuaia

More information

Solution of EECS 315 Final Examination F09

Solution of EECS 315 Final Examination F09 Solutio of EECS 315 Fial Examiatio F9 1. Fid the umerical value of δ ( t + 4ramp( tdt. δ ( t + 4ramp( tdt. Fid the umerical sigal eergy of x E x = x[ ] = δ 3 = 11 = ( = ramp( ( 4 = ramp( 8 = 8 [ ] = (

More information

Paper-II Chapter- Damped vibration

Paper-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 information

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions PHYC - 55: Statistical Mechaics Homewor Assigmet 4 Solutios Due February 5, 14 1. Cosider a ifiite classical chai of idetical masses coupled by earest eighbor sprigs with idetical sprig costats. a Write

More information

Both Paths Satisfy the Dynamic Equations

Both Paths Satisfy the Dynamic Equations Liearized Equatios ad Modes of Motio Robert Stegel, Aircraft Flight Dyamics MAE 331, 008 Liearizatio of oliear dyamic models Nomial flight path Perturbatios about the omial flight path Modes of motio Nomial

More information

Application of an Innovative Precise Integration Method in Solving Equilibrium Equations of Motion for Structural Dynamic Problems

Application of an Innovative Precise Integration Method in Solving Equilibrium Equations of Motion for Structural Dynamic Problems Applicatio of a Iovative Precise Itegratio Method i Solvig Equilibrium Equatios of Motio for Structural Dyamic Problems Chiu-li Wu Natioal Ceter for Research o Earthquake Egieerig,Taipei City, Taiwa Chig-Chiag

More information

PhD Preliminary Oral Exam CHARACTERIZATION AND PREDICTION OF CFD SIMULATION UNCERTAINITIES. by Serhat Hosder

PhD Preliminary Oral Exam CHARACTERIZATION AND PREDICTION OF CFD SIMULATION UNCERTAINITIES. by Serhat Hosder PhD Prelimiary Oral Exam CHARACTERIZATION AND PREDICTION OF CFD SIMULATION UNCERTAINITIES by Serhat Hosder Chair: Dr. Berard Grossma Committee Members: Dr. Raphael T. Haftka Dr. William H. Maso Dr. Reece

More information

wavelet collocation method for solving integro-differential equation.

wavelet collocation method for solving integro-differential equation. IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 3 (arch. 5), V3 PP -7 www.iosrje.org wavelet collocatio method for solvig itegro-differetial equatio. Asmaa Abdalelah Abdalrehma

More information

Dynamic Relaxation Method with Critical Damping for Nonlinear Analysis of Reinforced Concrete Elements * Anna Szcześniak 1) and Adam Stolarski 2)

Dynamic Relaxation Method with Critical Damping for Nonlinear Analysis of Reinforced Concrete Elements * Anna Szcześniak 1) and Adam Stolarski 2) Dyamic Relaxatio Method with Critical Dampig for Noliear Aalysis of Reiforced Cocrete Elemets * Aa Szcześiak 1) ad Adam Stolarski ) 1) ) Faculty of Civil Egieerig ad Geodesy Military Uiversity of Techology

More information

- Critical parts are tested (PS) - The remaining parts are simulated (NS).

- Critical parts are tested (PS) - The remaining parts are simulated (NS). Hybrid simulatio of a structural system Loads (Disp.) simulatig deck motio due to earthquake K V T B CBdV Deck modeled aalytically by F.E.M. Piers tested physically - Critical parts are tested (PS) - The

More information

Steady wave drift force on basic objects of symmetry

Steady wave drift force on basic objects of symmetry Fluid Structure Iteractio ad Movig Boudary Problems IV 3 Steady wave drift force o basic objects of symmetry S. Chakrabarti & A. Gupta Uiversity of Illiois at Chicago, Chicago, IL, USA Abstract The steady

More information

Classical Mechanics Qualifying Exam Solutions Problem 1.

Classical Mechanics Qualifying Exam Solutions Problem 1. Jauary 4, Uiversity of Illiois at Chicago Departmet of Physics Classical Mechaics Qualifyig Exam Solutios Prolem. A cylider of a o-uiform radial desity with mass M, legth l ad radius R rolls without slippig

More information

Design Sensitivity Analysis and Optimization of Nonlinear Transient Dynamics

Design Sensitivity Analysis and Optimization of Nonlinear Transient Dynamics Desig Sesitivity Aalysis ad Otimizatio of Noliear Trasiet Dyamics 8th AIAA/USAF/NASA/ISSOMO Symosium o Multidisciliary Aalysis ad Otimizatio Nam Ho Kim ad Kyug Kook Choi Ceter for Comuter-Aided Desig The

More information

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 4 (April. 5), V PP 8-7 www.iosrje.org Numerical Study o MHD Flow Ad Heat rasfer With he Effect Of Microrotatioal Parameter

More information

COMPARISON OF LOW WAVENUMBER MODELS FOR TURBULENT BOUNDARY LAYER EXCITATION

COMPARISON OF LOW WAVENUMBER MODELS FOR TURBULENT BOUNDARY LAYER EXCITATION Fluid Dyaics ad Acoustics Office COMPARISON OF LOW WAVENUMBER MODELS FOR TURBULENT BOUNDARY LAYER EXCITATION Peter D. Lysa, Willia K. Boess, ad Joh B. Fahlie Alied Research Laboratory, Pe State Uiversity

More information

Load Dependent Ritz Vector Algorithm and Error Analysis

Load Dependent Ritz Vector Algorithm and Error Analysis Load Depedet Ritz Vector Algorithm ad Error Aalysis Writte by Ed Wilso i 006. he Complete eigealue subspace I the aalysis of structures subected to three base acceleratios there is a requiremet that oe

More information

2.004 Dynamics and Control II Spring 2008

2.004 Dynamics and Control II Spring 2008 MIT OpeCourseWare http://ocw.mit.edu 2.004 Dyamics ad Cotrol II Sprig 2008 For iformatio about citig these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Massachusetts Istitute of Techology

More information

State Space Representation

State Space Representation Optimal Cotrol, Guidace ad Estimatio Lecture 2 Overview of SS Approach ad Matrix heory Prof. Radhakat Padhi Dept. of Aerospace Egieerig Idia Istitute of Sciece - Bagalore State Space Represetatio Prof.

More information

Numerical and Experimental Approach for Roll Grinding Process

Numerical and Experimental Approach for Roll Grinding Process Numerical ad Experimetal Approach for Roll Gridig Process Lihog Yua, Veli-Matti Järvepää, Seppo Virtae ad Hessam K. Shiravai Departmet of Egieerig Desig Tampere Uiversity of Techology P.O.BOX 589, 330

More information

2.29 Numerical Fluid Mechanics Fall 2011 Lecture 3

2.29 Numerical Fluid Mechanics Fall 2011 Lecture 3 Numerical Fluid Mechaics Fall 2011 Lecture 3 REVIEW Lectures 1-2 Approximatio ad roud-off errors ˆx a xˆ Absolute ad relative errors: E a xˆ a ˆx, a ˆx a xˆ Iterative schemes ad stop criterio: ˆx 1 a ˆx

More information

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box 561 Fall 013 Lecture #5 page 1 Last time: Lecture #5: Begi Quatum Mechaics: Free Particle ad Particle i a 1D Box u 1 u 1-D Wave equatio = x v t * u(x,t): displacemets as fuctio of x,t * d -order: solutio

More information

Analog and Digital Signals. Introduction to Digital Signal Processing. Discrete-time Sinusoids. Analog and Digital Signals

Analog and Digital Signals. Introduction to Digital Signal Processing. Discrete-time Sinusoids. Analog and Digital Signals Itroductio to Digital Sigal Processig Chapter : Itroductio Aalog ad Digital Sigals aalog = cotiuous-time cotiuous amplitude digital = discrete-time discrete amplitude cotiuous amplitude discrete amplitude

More information

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m "2 + V ( r,t) (1.

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m 2 + V ( r,t) (1. Adrei Tokmakoff, MIT Departmet of Chemistry, 2/13/2007 1-1 574 TIME-DEPENDENT QUANTUM MECHANICS 1 INTRODUCTION 11 Time-evolutio for time-idepedet Hamiltoias The time evolutio of the state of a quatum system

More information

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD IRET: Iteratioal oural of Research i Egieerig ad Techology eissn: 39-63 pissn: 3-7308 A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD Satish

More information

Antenna Engineering Lecture 8: Antenna Arrays

Antenna Engineering Lecture 8: Antenna Arrays Atea Egieerig Lecture 8: Atea Arrays ELCN45 Sprig 211 Commuicatios ad Computer Egieerig Program Faculty of Egieerig Cairo Uiversity 2 Outlie 1 Array of Isotropic Radiators Array Cofiguratios The Space

More information

Added mass estimation of open flat membranes vibrating in still air

Added mass estimation of open flat membranes vibrating in still air Added mass estimatio of ope flat membraes vibratig i still air *Yua-qi Li 1),Yi Zhou ), Akihito YOHIDA 3) ad Yukio TAMURA 4) 1), ) Departmet of Buildig Egieerig, Togji Uiversity, haghai, 9, Chia 1) liyq@togji.edu.c

More information

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus TMSCI 3, o 3, 129-135 (2015) 129 ew Treds i Mathematical Scieces http://wwwtmscicom Taylor polyomial solutio of differece equatio with costat coefficiets via time scales calculus Veysel Fuat Hatipoglu

More information

Sample Size Estimation in the Proportional Hazards Model for K-sample or Regression Settings Scott S. Emerson, M.D., Ph.D.

Sample Size Estimation in the Proportional Hazards Model for K-sample or Regression Settings Scott S. Emerson, M.D., Ph.D. ample ie Estimatio i the Proportioal Haards Model for K-sample or Regressio ettigs cott. Emerso, M.D., Ph.D. ample ie Formula for a Normally Distributed tatistic uppose a statistic is kow to be ormally

More information

Mechanical Vibrations - IMP Oral Questions. Balancing

Mechanical Vibrations - IMP Oral Questions. Balancing Mechaical Vibratios - IMP Oral Questios Balacig ) What is balacig? As: Balacig is the process of removig either partially or completely, the effect due to resultat iertia forces ad couples (ubalace) actig

More information

NEW IDENTIFICATION AND CONTROL METHODS OF SINE-FUNCTION JULIA SETS

NEW IDENTIFICATION AND CONTROL METHODS OF SINE-FUNCTION JULIA SETS Joural of Applied Aalysis ad Computatio Volume 5, Number 2, May 25, 22 23 Website:http://jaac-olie.com/ doi:.948/252 NEW IDENTIFICATION AND CONTROL METHODS OF SINE-FUNCTION JULIA SETS Jie Su,2, Wei Qiao

More information

GROUND MOTION OF NON-CIRCULAR ALLUVIAL VALLEY FOR INCIDENT PLANE SH-WAVE. Hui QI, Yong SHI, Jingfu NAN

GROUND MOTION OF NON-CIRCULAR ALLUVIAL VALLEY FOR INCIDENT PLANE SH-WAVE. Hui QI, Yong SHI, Jingfu NAN The th World Coferece o Earthquake Egieerig October -7, 8, Beiig, Chia GROUND MOTION OF NON-CIRCULAR ALLUVIAL VALLEY FOR INCIDENT PLANE SH-WAVE Hui QI, Yog SHI, Jigfu NAN ABSTRACT : Professor, Dept. of

More information

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution America Joural of Theoretical ad Applied Statistics 05; 4(: 6-69 Published olie May 8, 05 (http://www.sciecepublishiggroup.com/j/ajtas doi: 0.648/j.ajtas.05040. ISSN: 6-8999 (Prit; ISSN: 6-9006 (Olie Mathematical

More information

mx bx kx F t. dt IR I LI V t, Q LQ RQ V t,

mx 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 information

Random Variables, Sampling and Estimation

Random Variables, Sampling and Estimation Chapter 1 Radom Variables, Samplig ad Estimatio 1.1 Itroductio This chapter will cover the most importat basic statistical theory you eed i order to uderstad the ecoometric material that will be comig

More information

Notes The Incremental Motion Model:

Notes The Incremental Motion Model: The Icremetal Motio Model: The Jacobia Matrix I the forward kiematics model, we saw that it was possible to relate joit agles θ, to the cofiguratio of the robot ed effector T I this sectio, we will see

More information

567. Research of Dynamics of a Vibration Isolation Platform

567. 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 information

NONLINEAR REDUCED ORDER MODELING OF CURVED BEAMS: A COMPARISON OF METHODS

NONLINEAR REDUCED ORDER MODELING OF CURVED BEAMS: A COMPARISON OF METHODS 5th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dyamics, ad Materials Coferece17th 4-7 May 29, Palm Sprigs, Califoria AIAA 29-2433 NONLINEAR REDUCED ORDER MODELING OF CURVED BEAMS: A COMPARISON OF

More information

717. Investigation of dynamic and precision characteristics of low frequency vibration measurement device

717. Investigation of dynamic and precision characteristics of low frequency vibration measurement device 717. Ivestigatio of dyamic ad precisio characteristics of low frequecy vibratio measuremet device V. Volkovas, E. Uldiskas, M. Eidukevičiūtė Techological Systems Diagostics Istitute, Kauas Uiversity of

More information

MULTIPLE TIME SCALES SOLUTION OF AN EQUATION WITH QUADRATIC AND CUBIC NONLINEARITIES HAVING FRAC- TIONAL-ORDER DERIVATIVE

MULTIPLE TIME SCALES SOLUTION OF AN EQUATION WITH QUADRATIC AND CUBIC NONLINEARITIES HAVING FRAC- TIONAL-ORDER DERIVATIVE Mathematical ad Computatioal Applicatios, Vol. 6, No., pp. 3-38,. Associatio for Scietific Research MULIPLE IME SCALES SOLUION OF AN EQUAION WIH QUADRAIC AND CUBIC NONLINEARIIES HAVING FRAC- IONAL-ORDER

More information

Numerical Methods in Fourier Series Applications

Numerical Methods in Fourier Series Applications Numerical Methods i Fourier Series Applicatios Recall that the basic relatios i usig the Trigoometric Fourier Series represetatio were give by f ( x) a o ( a x cos b x si ) () where the Fourier coefficiets

More information

Numerical Methods for Ordinary Differential Equations

Numerical Methods for Ordinary Differential Equations Numerical Methods for Ordiary Differetial Equatios Braislav K. Nikolić Departmet of Physics ad Astroomy, Uiversity of Delaware, U.S.A. PHYS 460/660: Computatioal Methods of Physics http://www.physics.udel.edu/~bikolic/teachig/phys660/phys660.html

More information

Modeling Vortex-Excited Vibrations of Axially Varying Cylindrical Structures In Non-Uniform Flow Fields

Modeling Vortex-Excited Vibrations of Axially Varying Cylindrical Structures In Non-Uniform Flow Fields Modelig Vortex-Excited Vibratios of Axially Varyig Cylidrical tructures I No-Uiform Flow Fields Richard A. kop Divisio of Applied Marie Physics Rosestiel chool of Marie ad Atmospheric ciece Uiversity of

More information

ADJOINT VARIABLE METHODS FOR DESIGN SENSITIVITY ANALYSIS WITH THE METHOD OF MOMENTS

ADJOINT VARIABLE METHODS FOR DESIGN SENSITIVITY ANALYSIS WITH THE METHOD OF MOMENTS ADJOINT VARIABLE METHODS FOR DESIGN SENSITIVITY ANALYSIS WITH THE METHOD OF MOMENTS N.K. Georgieva, S. Glavic, M.H. Bakr ad J.W. Badler, CRL223, 1280 Mai Street West, Hamilto, ON L8S 4K1, Caada e-mail:

More information

ECE 308 Discrete-Time Signals and Systems

ECE 308 Discrete-Time Signals and Systems ECE 38-5 ECE 38 Discrete-Time Sigals ad Systems Z. Aliyazicioglu Electrical ad Computer Egieerig Departmet Cal Poly Pomoa ECE 38-5 1 Additio, Multiplicatio, ad Scalig of Sequeces Amplitude Scalig: (A Costat

More information

Announcements. Computer Vision I. Foreground/Background Segmentation. Visual Tracking. CSE 252A Lecture 17

Announcements. Computer Vision I. Foreground/Background Segmentation. Visual Tracking. CSE 252A Lecture 17 Visual Trackig CSE 5A Lecture 17 Aoucemets Read Chapter 11 of Forsyth & Poce Homework 3 is due today by 11:59 PM Homework 4 is due Dec 18, 11:59 PM Please complete evaluatios Course TA Foregroud/Backgroud

More information