Numerical and Experimental Approach for Roll Grinding Process

Size: px
Start display at page:

Download "Numerical and Experimental Approach for Roll Grinding Process"

Transcription

1 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 Tampere, Filad {lihog.yua, veli-matti.jarvepaa, seppo.virtae, Abstract This paper presets a study of a vibratio problem i a roll gridig machie. The rollig cotact betwee a metal roll ad the gridstoe may cause the patter formatio o the roll surface durig the gridig operatio. A self-excited vibratio excitatio or so-called regeerative chatter excitatio is preset i the process. The chatter vibratios are described by a mathematic model icludig time delay effects. The umerical results of frequecy resposes are illustrated ad they are cosistet with the o-site measuremets i a workshop of a roll factory. Itroductio I paper machie idustry, a roll gridig machie is used to fiish or maitai roll surface. Excellet surface fiish should be homogeous oe with silky shee, free of scratches ad ay other blemishes. Precisio roll provides more efficiet roll operatio ad better paper quality. To uderstad the dyamic behaviour of gridig machie towards these aspects is very importat. A typical gridig machie cosists of work piece-roll (metal) ad gridig wheel (stoe) which keep cotact iteractio durig the process. The cotact vibratio problem of such kid of system is studied i this work. I order to esure the fiishig the etire surface of o roll, techically there are always overlaps betwee the revolutio paths related the width of the gridig wheel. Therefore the retard effect may cause vibratio ad the cosequece is the geeratio of patter formatio occurred o the surface of the roll (Figure ). Figure : Patter deformatio geerated o the roll surface with overlap. I this roll gridig process, there are additioal time delay effects, which are origiated from the overlap of the gridig path o the surface of the roll (the work piece) groud by a cylidrical gridstoe. Geerally, the gridig system may be ustable due to the delay effect ad this chatter growth rate problem has bee

2 aalyses widely i literature [-9]. The gridstoe s rotatioal speed is high ad the roll is rotatig very slowly due to the requiremets of the fiishig process. The cotact zoe betwee the roll ad the gridstoe is assumed as a isigificatly small area. I the mathematic model, the roll is described as a simply supported cotiuous beam elemet expressed i a eigevector basis ad i a rotatig coordiate frame. The cotact betwee the roll ad the gridstoe is described by cotact dyamics formulatio ad the ormal ad tagetial forces of the cotact are based o the wear theory. I this work, the double delays will be ivolved i the model. Based o the above cosideratios a experimet is set up o a gridig machie of a real factory. The resposes of a idustrial roll gridig machie are measured by usig Pietzo-electric displacemet sesors, rotatio speed laser ad accelerometers. The correspodig results should verify the simulatio oes i tolerace rages. This provides a more precise view to observe the dyamic behavior of the system ad suggest ways to cotrol the whole process i order to miimize chatter s detrimetal effects. The mai objectives of this work are to detect ucotrollable situatios, idetify causes, determie process limits ad suggest reasoable actios i order to cotrol ad optimize the system. I this work, measuremets ad dyamical aalysis of the gridig process of paper machie rolls are studied. The measuremets have bee carried out i real factory workshop with various rotatig speed. A mathematic model describig this system is illustrated. Numerical ad experimetal results will be give. The effects from the parameters of iterest i rollig cotact will be discussed. Formulatio of Problem The vibratio problem i the gridig machie ca be modeled as a lumped sprig-mass system as i Figure. The double time delays from both roll ad grider are also cosidered [0-].The equatios of motio of the dyamic system are give by, m x c x ( ) x ( t ) x m x c x k x ( ) x ( t ) x k x k ( t k ( t ( ) om x x x ( t ) x( t ) ) ( ) om x x x( t ) x( t ) ) () () The coefficiet k is cotact stiffess. The time delay, are related to the rotatio speed of the roll ad gridig stoe. The overlap rate of gridig path is i percetage. The coefficiet idicates the elasticity of materials betwee the cotact surfaces. The coefficiet om is omial cuttig depth. Workpiece. k k k N. Gridstoe m m F N c x() t x() t Figure : Equivalet sprig-mass system. c 3 Methods ad aalysis Firstly, the respose i frequecy domai ca be obtaied; secodly the clasical stability theory ca be carried out i a simplified model. 3. Frequecy respose

3 The frequecy respose of the system ca be obtaied by addig excitatio force. The steady state solutios i matrix take the form X X ic k om (3) where m 0 0 c 0 k B A m, C, 0 c A k B ad where i A k k e k ( ) e i i B k k e k ( ) e i 3. Classical stability aalysis For simplicity, the motio of the roll is oly cosidered. The model with oe-degree freedom ca be writte as m x c x k k ) x k x ( t ) 0 (4) ( Performig variable trasformatio equatio is obtaied t ad Laplace trasform, the correspodig characteristic s s m sc ( k k ) k e 0 (5) Substitutig the characteristic complex roots s j ito above (5), ad let both real ad imagiary parts of the equatio be zero. Based o cotrol theory, we kow that whe the real part is positive 0, the system is ustable; it is egative, the system is stable. Moreover, the imagiary part is related with the wave umber of the patter deformatio geerated o the surface of the work piece [3]. 4 Measuremet set up The physical model of the roll gridig system measuremets[4] is illustrated i Figure. For the roll there are two types of sesors: two laser sesors ad two iductive displacemet sesors; all of these are o the sledge of the gridstoe, movig horizotally alog the roll durig gridig. The first laser sesor is a socalled Doppler velocity laser (LDV) ad it measures the horizotal velocity of the cross-sectio of the roll. The secod laser measures the vertical displacemet of the cross-sectio (V-directio). The iductive sesors measure the displacemets i the same directios as the lasers. At the ed of the roll there are two types of sesors for measurig the rotatioal speed of the roll: oe is a pulse sesor ad the other oe is a wheel sesor. For the gridstoe, oe pulse rotatioal speed sesor is located at ed of the drive. Oe accelerometer is o the sledge of the gridstoe the i U-directio. All the electrical sigals from the sesors go ito correspodig amplifiers ad oscilloscopes ad fially are iput ito a computer. The computer displays the measuremet data ad additioal aalysis ad data processig ca be carried out after the measuremets are fiished. 3

4 The whole machiig process was performed as ormal cuttig. The operator is able to adjust the speed of the gridstoe, workpiece roll, ad cuttig feed of the stoe i order to excite the roll durig measuremets. Figure 4 illustrates oe 3-D plot with the respose i time ad frequecy domais. There are two resoace frequecies about 3Hz ad.5 Hz. Figure 3: Measuremet illustratio of gridig machie Figure 4: Respose i time- ad frequecy- domai 4

5 5 Numerical results The simulatios have bee carried out by Mathcad programmig. The umerical results based o parameter values i Table are illustrated i followig text. The relevat observatios have bee discovered. Parameter m c k m c k k r Value x x x Uit kg Ns/m N/m kg Ns/m N/m N/m Table : Parameter values of gridig system for the computatios The frequecy resposes are computed accordig to the equatios (3). The umerical results are i figure5. The amplitude of the stoe with much less mass is much bigger tha the oe of the roll. Both cases (up ad dow) have two reouces at about 3. Hz ad.39 Hz, which is cosistet with the measuremet i figure 4. The case (dow) has satellite beak due to the time delays. The time delay from roll is s; the other oe from grider is 0.s X( ) X( ) X( ) X( ) Figure 5: Frequecy respose without time delays (up); frequecy respose with time delays (dow). 5

6 The stability aalysis is calculated from equatio (5). I Figure 6 whe real part is positive the the system should be stable; whe real part is egative it becomes ustable. The the stability regios are alteratively chagig stable ad ustable with excitatio frequecy. Furthermore because the imagiary part is related with the umber of the patter deformatio of the roll surface, we ca judge how the wave umber is movig with the excitatio frequecy Real( ) Imag( ) Figure 6: Real part of characteristic root versus rotatig agular velocity of stoe (up); Imagie part of characteristic root versus rotatig agular velocity of stoe (dow). 6 Coclusios The measuremet i the workshop has bee successfully carried out ad the results are illustrated with reouce frequecies. The frequecy resposes of umerical aalyses are obtaied ad cosistet with the measuremet results. Moreover the stability aalysis has bee give i a oe-degree case. The patter deformatio o the roll surface ca be more deeply ivestigated i the future work. Subsequetly this study provides the guidace for further desig of suppressio ad cotrol the vibratio for gridig machie. Ackowledgmets This work is fiacially supported by Academy of Filad. 6

7 Refereces [] I. Iasaki, B. Karpuschewski, H.S. Lee, Gridig Chatter-Origi ad Suppressio, CIRP Aals-Maufacturig Techology, ScieceDirect, Vol. 50, Issue, 00. [] J.F.G. Oliverira, E.J. Silva, C. Guo, F. Hashimoto, Idustrial Challeges i Gridig, CIRPAals-Maufacturig Techology, 58(009) , Elsevier. [3] G. Stepa, Modellig Noliear Regeerative Effects i Metal Cuttig, Philos. Tras. Royal Soc. Lodo A, Vol.8 No.4., 00. [4] Y. Altitas, M. Wech, Chatter Stability of Metal Cuttig ad Gridig, CIRP Aals- Maufacturig Techology, Vol. 53,Issue, 004, Elsevier. [5] Y.Altitas, M. Eyia, H. Oozuka, Idetificatio of Dyamic Cuttig Force Coefficiets ad Chatter Stability with Process Dampig, CIRP Aals-Maufacturig Techology, 57(008)37-374, Elsevier. [6] J. Gradisek, A. Baus, E. Govekar, F. Klocke,I. Grabec, Automatic chatter detectio i Gridig, Iteratioal Joual of Machie Tools ad Maufacture, Vol. 43,Issue 4, 003. [7] E. Govekar, A. Baus, J. Gradisek, F.Klocke, I. Grabec, A New Method for Chatter Detectio i Gridig, Iteratioal Joural of Machie Tools ad Maufacture, Vol. 4, Issue 5, 00. [8] B.I. Eprueau, E.H. Dowell ad F. M. Motoya, Patter formatio ad liear stability aalysis i cetreless gridig, Proceesid of istitutio of Mechaical Egieers,PartB: joual of Egieerig Maufacture, Sage, Vol, 997,. [9] A. Sueoka, T. Ryu, M. Yoshikawa, M. Kodou, T. Tsuda, Patter Formatio Geerated i a Wider System of Tactile Machie, JSME iteratioal joural, Series C, Vol.4, No.3, 998. [0] R.A. Thompso, O the Double Regeerative Stability of Grider: the theory of Chatter Growth, Joual of Egieerig for Idustry, Vol.08/75, 986. [] L. Yua, Aalysis of Delay Pheomea i Roll Dyamics, doctor thesis, TUT, 00. [] L.Yua, E.Keskie ad V.M. Järvepää, Stability Aalysis of Roll Gridig System with Double Time Delay Effects, IUTAM Symposium o Vibratio Cotrol of Noliear Mechaisms ad Structures, edited by H. Ulbrich, Spriger, 005. [3] A. Karttue, V.H. Raimo, Stability Aalysis of Rotatig Nipped Rolls with Memory, proceedig of the 0 th Fiish Mechaics DAYS, 009. [4] A. S. Kobayashi, Hadbook o Experimetal mechaics, VCH publishers, Ic.,

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

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

Introduction to Signals and Systems, Part V: Lecture Summary

Introduction to Signals and Systems, Part V: Lecture Summary EEL33: Discrete-Time Sigals ad Systems Itroductio to Sigals ad Systems, Part V: Lecture Summary Itroductio to Sigals ad Systems, Part V: Lecture Summary So far we have oly looked at examples of o-recursive

More information

Inspection of Chatter Damage in End Milling Operations by Using Wavelet Transformations

Inspection of Chatter Damage in End Milling Operations by Using Wavelet Transformations Fifth LACCEI Iteratioal Lati America ad Caribbea Coferece for Egieerig ad Techology (LACCEI 2007) Developig Etrepreeurial Egieers for the Sustaiable Growth of Lati America ad the Caribbea: Educatio, Iovatio,

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

EXPERIMENT OF SIMPLE VIBRATION

EXPERIMENT OF SIMPLE VIBRATION EXPERIMENT OF SIMPLE VIBRATION. PURPOSE The purpose of the experimet is to show free vibratio ad damped vibratio o a system havig oe degree of freedom ad to ivestigate the relatioship betwee the basic

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

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

[ ] 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

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor Purdue Uiversity Purdue e-pubs Iteratioal Compressor Egieerig Coferece School of Mechaical Egieerig 008 Aalysis of the No-Load Characteristic of the Movig Coil Liear Compressor Yigbai Xie North Chia Electric

More information

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS http://www.paper.edu.c Iteratioal Joural of Bifurcatio ad Chaos, Vol. 1, No. 5 () 119 15 c World Scietific Publishig Compay AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC

More information

Research on real time compensation of thermal errors of CNC lathe based on linear regression theory Qiu Yongliang

Research on real time compensation of thermal errors of CNC lathe based on linear regression theory Qiu Yongliang d Iteratioal Coferece o Machiery, Materials Egieerig, Chemical Egieerig ad Biotechology (MMECEB 015) Research o real time compesatio of thermal errors of CNC lathe based o liear regressio theory Qiu Yogliag

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

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

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity

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

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem Leoardo Joural of Scieces ISSN 1583-0233 Issue 9, July-December 2006 p. 25-32 Numerical Simulatio of Thermomechaical Problems i Applied Mechaics: Applicatio to Solidificatio Problem Vicet Obiajulu OGWUAGWU

More information

Principle Of Superposition

Principle Of Superposition ecture 5: PREIMINRY CONCEP O RUCUR NYI Priciple Of uperpositio Mathematically, the priciple of superpositio is stated as ( a ) G( a ) G( ) G a a or for a liear structural system, the respose at a give

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

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

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A)

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A) REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data

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

Complex Algorithms for Lattice Adaptive IIR Notch Filter

Complex Algorithms for Lattice Adaptive IIR Notch Filter 4th Iteratioal Coferece o Sigal Processig Systems (ICSPS ) IPCSIT vol. 58 () () IACSIT Press, Sigapore DOI:.7763/IPCSIT..V58. Complex Algorithms for Lattice Adaptive IIR Notch Filter Hog Liag +, Nig Jia

More information

Orthogonal Gaussian Filters for Signal Processing

Orthogonal Gaussian Filters for Signal Processing Orthogoal Gaussia Filters for Sigal Processig Mark Mackezie ad Kiet Tieu Mechaical Egieerig Uiversity of Wollogog.S.W. Australia Abstract A Gaussia filter usig the Hermite orthoormal series of fuctios

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

MECHANICAL INTEGRITY DESIGN FOR FLARE SYSTEM ON FLOW INDUCED VIBRATION

MECHANICAL INTEGRITY DESIGN FOR FLARE SYSTEM ON FLOW INDUCED VIBRATION MECHANICAL INTEGRITY DESIGN FOR FLARE SYSTEM ON FLOW INDUCED VIBRATION Hisao Izuchi, Pricipal Egieerig Cosultat, Egieerig Solutio Uit, ChAS Project Operatios Masato Nishiguchi, Egieerig Solutio Uit, ChAS

More information

Research On the Application of Optimal Control Theory On Parameters Optimization of Vehicle Suspension

Research On the Application of Optimal Control Theory On Parameters Optimization of Vehicle Suspension JOURNAL OF LOW FREQUENCY NOISE, VIBRAION AND ACIVE CONROL Pages 53 63 Research O the Applicatio of Optimal Cotrol heory O Parameters Optimizatio of Vehicle Suspesio She Yogju Liu Xiadog Yag Shaopu 3 (

More information

Natural frequencies, mode shapes and modal damping values are the most important parameters to

Natural frequencies, mode shapes and modal damping values are the most important parameters to Abstract Natural frequecies, mode shapes ad modal dampig values are the most importat parameters to describe the oise ad vibratio behaviour of a mechaical system. For rotatig machiery, however, the directivity

More information

Accuracy of prediction methods for the improvement of impact sound pressure levels using floor coverings

Accuracy of prediction methods for the improvement of impact sound pressure levels using floor coverings Accuracy of predictio methods for the improvemet of impact soud pressure levels usig floor coverigs Daiel GRIFFIN 1 1 Marshall Day Acoustics, Australia ABSTRACT The improvemet of impact soud pressure levels

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

Shock Transducer with Hall Sensing Element

Shock Transducer with Hall Sensing Element Shock Trasducer with Hall Sesig Elemet Ioa Gavril Tarova, Bogda Tebrea, Titus Eduard Crisa Departamet of Electrical Measuremet, Faculty of Electrical Egieerig, Techical Uiversity of Cluj-Napoca, Str.C.Daicoviciu

More information

PROPOSING INPUT-DEPENDENT MODE CONTRIBUTION FACTORS FOR SIMPLIFIED SEISMIC RESPONSE ANALYSIS OF BUILDING SYSTEMS

PROPOSING INPUT-DEPENDENT MODE CONTRIBUTION FACTORS FOR SIMPLIFIED SEISMIC RESPONSE ANALYSIS OF BUILDING SYSTEMS he 4 th World Coferece o Earthquake Egieerig October -7, 008, Beiig, Chia PROPOSING INPU-DEPENDEN ODE CONRIBUION FACORS FOR SIPLIFIED SEISIC RESPONSE ANALYSIS OF BUILDING SYSES ahmood Hosseii ad Laya Abbasi

More information

Similarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall

Similarity 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 information

Fluid Physics 8.292J/12.330J % (1)

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 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

Discrete-Time Systems, LTI Systems, and Discrete-Time Convolution

Discrete-Time Systems, LTI Systems, and Discrete-Time Convolution EEL5: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we begi our mathematical treatmet of discrete-time s. As show i Figure, a discrete-time operates or trasforms some iput sequece x [

More information

Information-based Feature Selection

Information-based Feature Selection Iformatio-based Feature Selectio Farza Faria, Abbas Kazeroui, Afshi Babveyh Email: {faria,abbask,afshib}@staford.edu 1 Itroductio Feature selectio is a topic of great iterest i applicatios dealig with

More information

Nonlinear Vibrations of Aerospace Structures

Nonlinear Vibrations of Aerospace Structures Noliear Vibratios of Aerospace Structures Uiversity of Liège, Belgium L Itroductio Course objectives Review of liear theory Istructors: G. Kersche, J.P. Noel, T. Detroux Cotact details: Space Structures

More information

G r a d e 1 1 P r e - C a l c u l u s M a t h e m a t i c s ( 3 0 S )

G r a d e 1 1 P r e - C a l c u l u s M a t h e m a t i c s ( 3 0 S ) G r a d e 1 1 P r e - C a l c u l u s M a t h e m a t i c s ( 3 0 S ) Grade 11 Pre-Calculus Mathematics (30S) is desiged for studets who ited to study calculus ad related mathematics as part of post-secodary

More information

Limits for the Use of Auto-Balancing

Limits for the Use of Auto-Balancing Iteratioal oural of Rotatig Machiery, 10(3): 221 226, 2004 Copyright c Taylor & Fracis Ic. ISSN: 1023-621X prit / 1542-3034 olie DOI: 10.1080/10236210490426361 Limits for the Use of Auto-Balacig Karl-Olof

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

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

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

Frequency Domain Filtering

Frequency Domain Filtering Frequecy Domai Filterig Raga Rodrigo October 19, 2010 Outlie Cotets 1 Itroductio 1 2 Fourier Represetatio of Fiite-Duratio Sequeces: The Discrete Fourier Trasform 1 3 The 2-D Discrete Fourier Trasform

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

Chapter 2 Feedback Control Theory Continued

Chapter 2 Feedback Control Theory Continued Chapter Feedback Cotrol Theor Cotiued. Itroductio I the previous chapter, the respose characteristic of simple first ad secod order trasfer fuctios were studied. It was show that first order trasfer fuctio,

More information

Research Article Frequency Equations for the In-Plane Vibration of Circular Annular Disks

Research Article Frequency Equations for the In-Plane Vibration of Circular Annular Disks Advaces i Acoustics ad Vibratio Volume 010, Article ID 50190, 8 pages doi:10.1155/010/50190 Research Article Frequecy Equatios for the I-Plae Vibratio of Circular Aular Disks S. Bashmal, R. Bhat, ad S.

More information

Enterprise interoperability measurement - Basic concepts

Enterprise interoperability measurement - Basic concepts Eterprise iteroperability measuremet - Basic cocepts Nicolas Dacli, David Che, Bruo Vallespir LAPS/GRAI, Uiversity Bordeaux 1, ENSEIRB, UMR 5131 CNRS, 351 cours de la Libératio, 33405 Talece Cedex, Frace

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

DIGITAL FILTER ORDER REDUCTION

DIGITAL FILTER ORDER REDUCTION DIGITAL FILTER RDER REDUTI VAHID RAISSI DEHKRDI, McGILL UIVERSITY, AADA, vahid@cim.mcgill.ca AMIR G. AGHDAM, RDIA UIVERSITY, AADA, aghdam@ece.cocordia.ca ABSTRAT I this paper, a method is proposed to reduce

More information

Numerical Conformal Mapping via a Fredholm Integral Equation using Fourier Method ABSTRACT INTRODUCTION

Numerical Conformal Mapping via a Fredholm Integral Equation using Fourier Method ABSTRACT INTRODUCTION alaysia Joural of athematical Scieces 3(1): 83-93 (9) umerical Coformal appig via a Fredholm Itegral Equatio usig Fourier ethod 1 Ali Hassa ohamed urid ad Teh Yua Yig 1, Departmet of athematics, Faculty

More information

Research Article Health Monitoring for a Structure Using Its Nonstationary Vibration

Research Article Health Monitoring for a Structure Using Its Nonstationary Vibration Advaces i Acoustics ad Vibratio Volume 2, Article ID 69652, 5 pages doi:.55/2/69652 Research Article Health Moitorig for a Structure Usig Its Nostatioary Vibratio Yoshimutsu Hirata, Mikio Tohyama, Mitsuo

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

THEORETICAL RESEARCH REGARDING ANY STABILITY THEOREMS WITH APPLICATIONS. Marcel Migdalovici 1 and Daniela Baran 2

THEORETICAL RESEARCH REGARDING ANY STABILITY THEOREMS WITH APPLICATIONS. Marcel Migdalovici 1 and Daniela Baran 2 ICSV4 Cairs Australia 9- July, 007 THEORETICAL RESEARCH REGARDING ANY STABILITY THEOREMS WITH APPLICATIONS Marcel Migdalovici ad Daiela Bara Istitute of Solid Mechaics, INCAS Elie Carafoli, 5 C-ti Mille

More information

The Space Redundant Robotic Manipulator Chaotic Motion Dynamics Control Algorithm

The Space Redundant Robotic Manipulator Chaotic Motion Dynamics Control Algorithm Sesors & rasducers, Vol. 75, Issue 7, July 24, pp. 27-3 Sesors & rasducers 24 by IFSA Publishig, S. L. http://www.sesorsportal.com he Space Redudat Robotic Maipulator Chaotic Motio Dyamics Cotrol Algorithm

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

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

Course Outline. Designing Control Systems. Proportional Controller. Amme 3500 : System Dynamics and Control. Root Locus. Dr. Stefan B.

Course Outline. Designing Control Systems. Proportional Controller. Amme 3500 : System Dynamics and Control. Root Locus. Dr. Stefan B. Amme 3500 : System Dyamics ad Cotrol Root Locus Course Outlie Week Date Cotet Assigmet Notes Mar Itroductio 8 Mar Frequecy Domai Modellig 3 5 Mar Trasiet Performace ad the s-plae 4 Mar Block Diagrams Assig

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

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

Module 18 Discrete Time Signals and Z-Transforms Objective: Introduction : Description: Discrete Time Signal representation

Module 18 Discrete Time Signals and Z-Transforms Objective: Introduction : Description: Discrete Time Signal representation Module 8 Discrete Time Sigals ad Z-Trasforms Objective:To uderstad represetig discrete time sigals, apply z trasform for aalyzigdiscrete time sigals ad to uderstad the relatio to Fourier trasform Itroductio

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

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

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

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

TEACHER CERTIFICATION STUDY GUIDE

TEACHER CERTIFICATION STUDY GUIDE COMPETENCY 1. ALGEBRA SKILL 1.1 1.1a. ALGEBRAIC STRUCTURES Kow why the real ad complex umbers are each a field, ad that particular rigs are ot fields (e.g., itegers, polyomial rigs, matrix rigs) Algebra

More information

Session 5. (1) Principal component analysis and Karhunen-Loève transformation

Session 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

3. 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 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 information

Live Line Measuring the Parameters of 220 kv Transmission Lines with Mutual Inductance in Hainan Power Grid

Live Line Measuring the Parameters of 220 kv Transmission Lines with Mutual Inductance in Hainan Power Grid Egieerig, 213, 5, 146-151 doi:1.4236/eg.213.51b27 Published Olie Jauary 213 (http://www.scirp.org/joural/eg) Live Lie Measurig the Parameters of 22 kv Trasmissio Lies with Mutual Iductace i Haia Power

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

Analysis of MOS Capacitor Loaded Annular Ring MICROSTRIP Antenna

Analysis of MOS Capacitor Loaded Annular Ring MICROSTRIP Antenna Iteratioal OPEN AESS Joural Of Moder Egieerig Research (IJMER Aalysis of MOS apacitor Loaded Aular Rig MIROSTRIP Atea Mohit Kumar, Suredra Kumar, Devedra Kumar 3, Ravi Kumar 4,, 3, 4 (Assistat Professor,

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

ECE 422/522 Power System Operations & Planning/Power Systems Analysis II : 6 - Small Signal Stability

ECE 422/522 Power System Operations & Planning/Power Systems Analysis II : 6 - Small Signal Stability ECE 4/5 Power System Operatios & Plaig/Power Systems Aalysis II : 6 - Small Sigal Stability Sprig 014 Istructor: Kai Su 1 Refereces Kudur s Chapter 1 Saadat s Chapter 11.4 EPRI Tutorial s Chapter 8 Power

More information

Optimum LMSE Discrete Transform

Optimum LMSE Discrete Transform Image Trasformatio Two-dimesioal image trasforms are extremely importat areas of study i image processig. The image output i the trasformed space may be aalyzed, iterpreted, ad further processed for implemetig

More information

Modeling the Radiation Field of Normal-Beam Ultrasonic Transducers by Multi-Gaussian Beam Technique

Modeling the Radiation Field of Normal-Beam Ultrasonic Transducers by Multi-Gaussian Beam Technique Modelig the Radiatio Field of Normal-Beam Ultrasoic Trasducers by Multi-Gaussia Beam Techique Ami Yaghootia, Farhag Hoarvar, ad Mehdi Zeighami NDE Lab., Faculty of Mechaical Egieerig, K. N. Toosi Uiversity

More information

UNDERWATER OBJECT CLASSIFICATION BY MEANS OF AN ACOUSTIC METHOD EUGENIUSZ KOZACZKA

UNDERWATER OBJECT CLASSIFICATION BY MEANS OF AN ACOUSTIC METHOD EUGENIUSZ KOZACZKA UNDERWATER OBJECT CLASSIFICATION BY MEANS OF AN ACOUSTIC METHOD EUGENIUSZ KOZACZKA Naval Uiversity of Gdyia 81-13 Gdyia, Śmidowicza 69, Polad Gdańsk Uiversity of Techology 8-95 Gdańsk, Narutowicza 11/1,

More information

Size, shape and temperature effect on nanomaterials

Size, shape and temperature effect on nanomaterials Idia Joural of Pure & Applied Physics Vol. 53, November 2015, pp. 768-775 Size, shape ad temperature effect o aomaterials G Sharma, S Bhatt, R Kumar & M Kumar* Departmet of Physics, G.B. Pat Uiversity

More information

Z - Transform. It offers the techniques for digital filter design and frequency analysis of digital signals.

Z - Transform. It offers the techniques for digital filter design and frequency analysis of digital signals. Z - Trasform The -trasform is a very importat tool i describig ad aalyig digital systems. It offers the techiques for digital filter desig ad frequecy aalysis of digital sigals. Defiitio of -trasform:

More information

Pseudo Three-Dimensional Modeling of Particle-Fuel Packing using Distinct Element Method

Pseudo Three-Dimensional Modeling of Particle-Fuel Packing using Distinct Element Method Proceedigs of ICONE5 5th Iteratioal Coferece o Nuclear Egieerig April -6, 007, Nagoya, Japa Pseudo Three-Dimesioal Modelig of Particle-Fuel Packig usig Distict Elemet Method ICONE5-0558 Daisuke YÛKI Departmet

More information

Stability Analysis and Bifurcation Control of Hysteresis Current Controlled Ćuk Converter Using Filippov s Method

Stability Analysis and Bifurcation Control of Hysteresis Current Controlled Ćuk Converter Using Filippov s Method Stability Aalysis ad Bifurcatio otrol of Hysteresis urret otrolled Ću overter Usig Filippov s Method I. Daho*, D. Giaouris * (Member IE, B. Zahawi*(Member IE, V. Picer*(Member IE ad S. Baerjee** *School

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

MASSACHUSETTS INSTITUTE OF TECHNOLOGY Department of Electrical Engineering and Computer Science. BACKGROUND EXAM September 30, 2004.

MASSACHUSETTS INSTITUTE OF TECHNOLOGY Department of Electrical Engineering and Computer Science. BACKGROUND EXAM September 30, 2004. MASSACHUSETTS INSTITUTE OF TECHNOLOGY Departmet of Electrical Egieerig ad Computer Sciece 6.34 Discrete Time Sigal Processig Fall 24 BACKGROUND EXAM September 3, 24. Full Name: Note: This exam is closed

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

Course 4: Preparation for Calculus Unit 1: Families of Functions

Course 4: Preparation for Calculus Unit 1: Families of Functions Course 4: Preparatio for Calculus Uit 1: Families of Fuctios Review ad exted properties of basic fuctio families ad their uses i mathematical modelig Develop strategies for fidig rules of fuctios whose

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

Exponential Moving Average Pieter P

Exponential Moving Average Pieter P Expoetial Movig Average Pieter P Differece equatio The Differece equatio of a expoetial movig average lter is very simple: y[] x[] + (1 )y[ 1] I this equatio, y[] is the curret output, y[ 1] is the previous

More information

An inverse heat transfer problem for optimization of the thermal process in machining

An inverse heat transfer problem for optimization of the thermal process in machining Sādhaā Vol. 36, Part 4, August 211, pp. 489 54. c Idia Academy of Scieces A iverse heat trasfer problem for optimizatio of the thermal process i machiig 1. Itroductio M GOSTIMIROVIC, P KOVAC ad M SEKULIC

More information

Streamfunction-Vorticity Formulation

Streamfunction-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 information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

w (1) ˆx w (1) x (1) /ρ and w (2) ˆx w (2) x (2) /ρ.

w (1) ˆx w (1) x (1) /ρ and w (2) ˆx w (2) x (2) /ρ. 2 5. Weighted umber of late jobs 5.1. Release dates ad due dates: maximimizig the weight of o-time jobs Oce we add release dates, miimizig the umber of late jobs becomes a sigificatly harder problem. For

More information

Tracking Bearing Degradation using Gaussian Wavelets

Tracking Bearing Degradation using Gaussian Wavelets Trackig Bearig Degradatio usig Gaussia Wavelets Toy Galati 1 1 Aerospace Divisio, Defece Sciece ad Techology Group, 56 Lorimer Street, Fishermas Bed, Victoria, 37, Australia Abstract This paper ivestigates

More information

PAijpam.eu ON DERIVATION OF RATIONAL SOLUTIONS OF BABBAGE S FUNCTIONAL EQUATION

PAijpam.eu ON DERIVATION OF RATIONAL SOLUTIONS OF BABBAGE S FUNCTIONAL EQUATION Iteratioal Joural of Pure ad Applied Mathematics Volume 94 No. 204, 9-20 ISSN: 3-8080 (prited versio); ISSN: 34-3395 (o-lie versio) url: http://www.ijpam.eu doi: http://dx.doi.org/0.2732/ijpam.v94i.2 PAijpam.eu

More information

Polynomial Multiplication and Fast Fourier Transform

Polynomial Multiplication and Fast Fourier Transform Polyomial Multiplicatio ad Fast Fourier Trasform Com S 477/577 Notes Ya-Bi Jia Sep 19, 2017 I this lecture we will describe the famous algorithm of fast Fourier trasform FFT, which has revolutioized digital

More information

Exponential transient rotating waves and their bifurcations in a ring of unidirectionally coupled bistable Lorenz systems

Exponential transient rotating waves and their bifurcations in a ring of unidirectionally coupled bistable Lorenz systems Available olie at www.sciecedirect.com Procedia IUTAM 5 (2012 ) 283 287 IUTAM Symposium o 50 Years of Chaos: Applied ad Theoretical Expoetial trasiet rotatig waves ad their bifurcatios i a rig of uidirectioally

More information

Dr. Seeler Department of Mechanical Engineering Fall 2009 Lafayette College ME 479: Control Systems and Mechatronics Design and Analysis

Dr. Seeler Department of Mechanical Engineering Fall 2009 Lafayette College ME 479: Control Systems and Mechatronics Design and Analysis Dr. Seeler Departmet of Mechaical Egieerig Fall 009 Lafayette College ME 479: Cotrol Systems ad Mechatroics Desig ad Aalysis Lab 0: Review of the First ad Secod Order Step Resposes The followig remarks

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

CHAPTER NINE. Frequency Response Methods

CHAPTER NINE. Frequency Response Methods CHAPTER NINE 9. Itroductio It as poited earlier that i practice the performace of a feedback cotrol system is more preferably measured by its time - domai respose characteristics. This is i cotrast to

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

Lecture 2: Monte Carlo Simulation

Lecture 2: Monte Carlo Simulation STAT/Q SCI 43: Itroductio to Resamplig ethods Sprig 27 Istructor: Ye-Chi Che Lecture 2: ote Carlo Simulatio 2 ote Carlo Itegratio Assume we wat to evaluate the followig itegratio: e x3 dx What ca we do?

More information

Linear time invariant systems

Linear time invariant systems Liear time ivariat systems Alejadro Ribeiro Dept. of Electrical ad Systems Egieerig Uiversity of Pesylvaia aribeiro@seas.upe.edu http://www.seas.upe.edu/users/~aribeiro/ February 25, 2016 Sigal ad Iformatio

More information