SELF BALANCING SYSTEM FOR ROTATING MECHANISMS

Size: px
Start display at page:

Download "SELF BALANCING SYSTEM FOR ROTATING MECHANISMS"

Transcription

1 Rev. Fac. Ing. - Self Unv. balancng Tarapacá, system vol. for Nº rotatng, 005, mechansms pp SEF BAANCING SSTEM FOR ROTATING MECHANISMS Marco Antono Meraz Andrés ánez Carlos Jménez Raúl Pchardo Recbdo el de juno de 004, aceptado el 0 de abrl de 005 ABSTRACT A self balancng system analyss s presented whch utlzes freely movng balancng bodes (balls) rotatng n unson wth a rotor to be balanced. Usng agrange s Equaton, we derve the non-lnear equatons of moton for an autonomous system wth respect to the polar coordnate system. From the equatons of moton for the autonomous system, the equlbrum postons and the lnear varatonal equatons are obtaned by the perturbaton method. Because of resstance to moton, eccentrcty of race over whch the balancng bodes are movng and the nfluence of external vbratons, t s mpossble to attan a complete balance. Based on the varatonal equatons, the dynamc stablty of the system n the neghborhood of the equlbrum postons s nvestgated. The results of the stablty analyss provde the desgn requrements for the self balancng system. Keywords: Self balancng system, varatonal, Raylegh dspaton functon. RESUMEN Se presenta el análss de un sstema de autobalance el cual utlza bolas lbres de movmento rotando con el rotor que será balanceado. Se usa la ecuacón de agrange para dervar un sstema de ecuacones no lneales para un sstema autónomo con respecto a un sstema de coordenadas polares. De las ecuacones de movmento, se obtenen ecuacones lnealzadas varaconalmente y poscones de equlbro por el método de perturbacón. A causa de la resstenca al movmento, la excentrcdad y el movmento de los cuerpos lbres que son provocados por la nfluenca de vbracones externas, hace mposble obtener un balanceo completo. Basado en el método varaconal, se nvestga el comportamento dnámco del sstema en la frontera de la poscón de equlbro. os resultados del análss de establdad proveen los requermentos de dseño para el sstema de autobalance. Palabras clave: Sstema de autobalance, método varaconal, funcón de dspacón de Raylegh. INTRODUCTION The rotaton of unbalanced rotor produces vbraton and ntroduces addtonal dynamc loads. Partcular angular speeds encountered n presently bult modern rotatng machnery, mpose rgorous requrements concernng the unbalance of rotatng mechansms. In the system, however, where the dstrbuton of masses around the geometrc axs of rotaton vares durng the operaton of a machne or each tme the machne s beng restarted, the conventonal balancng method becomes mpractcable. Therefore, self balancng methods are practced n such systems where the role of fxed balancng bodes s performed, ether by a body of lqud or by a specal arrangement of movable balancng bodes (balls or rollers) whch are sutably guded for free movement n predetermned drectons. In the case when a body of lqud s self balancng the attanable degree of balance does not exceed 50% of ntal unbalance of rotatng parts []. In fact, however, there are a lot of reasons renderng the attanment of such a hgh degree of balance practcally mpossble. Self balancng systems are used to reduce the mbalance n washng machnes, machnng tools and optcal dsk drves such as CD-ROM and DVD drves. In self balancng systems, the basc research was ntated by Thearle [], [], Alexander [4] and Cade [5]. Analyss for varous self balancng systems can be encountered n references [6-9]. Equatons obtaned are for nonautonomous systems, these equatons have lmtatons on complete stablty analyss. Chung and Ro [9] studed the stablty and dynamc behavor of an ABB for the Jeffcott rotor. They derved the equatons of moton for an autonomous system by usng the polar coordnates nstead of the rectangular Department of Mechancal Engneerng, Insttuto Tecnológco de Puebla, Puebla, Méxco, ameraz69@aol.com Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 59 05/0/005, :49

2 Antono Meraz, Andrés ánez, Carlos Jménez, Raúl Pchardo coordnates. Hwang and Chung [0] appled ths approach to the analyss of an ABB wth double races. Chung and Hang [] studed ABB for a rotor wth a flexble shaft. In that case they adopted Stodola-Green rotor nstead of the Jeffcott model. In ths study, authors got a smlar analyss for a flexble shaft and two self balancng systems on the ends. Descrbng the rotor centre wth polar coordnates, the non-lnear equatons of moton for an autonomous system are derved from agrange s equaton. After a balanced equlbrum poston and lnearzed equatons n the neghborhood of the equlbrum poston are obtaned by the perturbaton method and theoretcally t shows that after crtcal speed rotor can be balanced. The system has a small lubrcaton on ts balls and they are collocated themselves by nertal moton upper frst natural frequency. a) b) EQUATIONS OF MOTION Fg. Schematc representaton of self balancng system, a) Front vew, b) Euler angles. Fg. Self balancng system on the ends of rotor. The rotor wth double self balancng system s shown n Fg., where the shaft s supportng two self balancng systems on the ends. It s assumed that the shaft mass s neglgble compared to the rotor mass. The Z coordnate system s a space-fxed nerta reference frame end the ponts C and G of both rotors are centrod and mass centre respectvely. Descrbng the rgd body rotatons of the rotor wth respect to the and -axs, Euler angles are used, whch gve the orentaton to the rotor-fxed xyz-coordnate system relatve to the space-fxed Z-coordnate system. In ths case, the Euler angles of ωt, α and β are used as shown n Fg.. A rotaton through an angle ωt about the Z-axs results n the prmed system. Smlarly rotaton α about x -axs and a rotaton β about y -axs results double prmed and xyz-coordnate systems respectvely. In matrx form: and rotaton matrces: x x x x x () β α ω Pont O may be regarded as projecton of the centrod C onto the axs O Z. The ball balancer conssts of a crcular rotor wth a groove contanng balls and a dampng flud. The balls move freely n the groove and the rotor spns wth angular velocty ω. It s assumed that deflecton of the shaft s small so may be assumed that he center C moves n the -plane. As shown n Fg., the centrod C may be defned by the polar coordnates r and θ. The mass centre can be defned by eccentrcty ε and angle ωt, for the gven poston of the centrod and the angular poston of the ball B s gven by the ptch radus R and the angle φ. β α ω cos β 0 sn β 0 0 sn β 0 cos β cosα snα 0 snα cosα cosωt snωt 0 snωt cosωt () 60 Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 60 05/0/005, :49

3 Self balancng system for rotatng mechansms Iˆ + Jˆ + ZKˆ x x + y j + z k x x + y j + z k x x + yj + zk () We are supposng that two balls at begnnng of ths study, the knetc energy T s gven by: T M dr dt G m dr B drb + + ω T Jω (0) dt dt n whch all components are unt vectors along assocated drectons respectvely. Frst step s consderng the knetc energy of the rotor wth the self balancng system. The poston vector of the mass centre G can be expressed usng the rotaton matrces: where β α ω cos β 0 sn β 0 0 sn β 0 cos β cosα snα 0 snα cosα cosωt snωt 0 snωt cosωt (4) rg βαω roc / Z + rcg (5) roc / Z r(cosθ Iˆ + snθ J ˆ) rcg ε (6) Usng a common generalzed coordnate ψ defned by ψ ωt θ (7) After matrx product the poston vector of the mass centre, r G : rg [ r cos β cosψ r snα sn β sn ψ ] r cosα snψ j + [ r sn β cosψ + r snα cos β sn ψ ] k And the poston vector of the Ball: r [ r cos β cosψ r snα sn β snψ + R cos φ ] B [ r cosα snψ + R sn φ ] j + [ r sn β cosψ + r snα cos β sn ψ ] k (8) (9) where J s the nerta Matrx and ω s the angular velocty vector of the rotor; m s the mass of ball and M s the mass of rotor: Jx 0 0 J 0 J y Jz ω ( ω cosα sn β + α cos β) + ( ω sn α + β) j + ( ω cosα cosβ + α sn β)k () () n whch J s the mass moment of nerta about x,y,zaxs. Neglectng gravty and the torsonal and longtudnal deflectons of the shaft, the potental energy, or the stran energy, results form the bendng deflectons of the shaft. As shown n Fg., the shaft can be regarded as a beam wth loads on ends, whch s fxed at Z/4 from ends. The shaft deflectons n the and drectons: D D r cosθ r snθ () For the gven rotaton angles α and β, the rotaton angles about the - and -axs: Φ Φ α cosωt β cosα snωt α snωt + β cosα cosωt (4) Snce the deflecton and slope at Z/4, n the Z-plane are D and Φ whle those n the Z-plane are D and Φ, the deflecton curves of the shaft n the Z- and Z- planes: D Φ D Φ δ Z Z D + Φ D Φ δ Z Z (5) Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 6 05/0/005, :50

4 Antono Meraz, Andrés ánez, Carlos Jménez, Raúl Pchardo The stran energy V due to the shaft bendng: V EI 0 δ Z + δ Z dz (6) where E s oung s modulus and I s the area moment of nerta of the shaft cross-secton. By the way, Raylegh s dsspaton functon F for two dscs can be represented by: ( ) + ( + ) + t r F c r + r θ c α β D φ (7) where c t and c r s the equvalent dampng coeffcent for translaton and rotaton respectvely and D s the vscous drag coeffcent of the balls n the dampng flud. The equatons of moton are derved from agrange s equaton: d dt T T q q V + q k k k k F + 0 (8) q In ths formulaton q k are the generalzed coordnates. For the gven system, the generalzed coordnates are r, ψ, α,β and φ, ; therefore, the dynamc behavor of the self balancng system s governed by +4 ndependent equatons of moton. Under the assumpton that r, ψ, α,β are small and ts products too, the equatons of moton are smplfed and lnearzed n the neghborhood by perturbaton method : r r + r ψ ψ + ψ α α + α β β + β φ φ + φ (9) In ths case each above equaton has two components; the coordnates for equlbrum postons and ther small perturbatons. It s consdered r 0 n equlbrum poston. And the lnearzed equatons of moton: EI ( M + m) r + ctr + ( M + m) ω r ( ) α snψ β cosψ mr φ sn φ + ψ + ωφ cos φ + ψ ω φ sn φ ψ 0 ( ) ( + ) (0) ( ) + M + m ωr ctω r α cosψ β snψ mr φ cos φ + ψ ωφ sn φ + ψ ω φ cos φ + ψ ( ) ( ) ( ) 0 () J + mr sn φ α mr β cos φ sn φ + crα + Jz J ωβ r ψ mr ( ) sn ω β cos φ φ sn + 4 EI + ( JZ J ) ω + mr ω sn φ α 0 mr α cos φ sn φ + J + mr cos φ β ( JZ J ) ωα + crβ ψ r cos mr ω α J cos φ sn φ + 4EI + ( J ω ω cos Z J ) + mr φ β 0 ( ) ( + ) () () mr φ + Dφ mr r sn φ + ψ ω r cos φ ψ + mr r ( + ) ω sn φ ψ 0,, It s assumed n the above 4 equatons: r α β 0 Mε cos φ, snφ 0 mr SIMUATION (4) (5) The mass moments of nerta, J J and J Z are gven by: J J MR JZ MR 4 (6) 6 Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 6 05/0/005, :5

5 Self balancng system for rotatng mechansms The balanced equlbrum poston can be represented: r α β 0 φ φ tan mr Mε (7) Small perturbatons of the generalzed coordnates from the balanced poston can be wrtten as: t r t α r e α e t β β e t t φ φ φ e φ e (8) Fg. Possble equlbrum poston for varatons of rotatng speed. and λ s an egenvalue. Substtutng equatons (7) and (8) nto equatons (0)-() and usng the Ptagoras dentty equaton, the condton that equatons (8) have non-trval solutons can be expressed as the characterstc equaton gven as k c k λ 0 k 0 (9) where the coeffcents c k (k0,,.) are functons of ω, M, m, R,, ε, E, I, D, c t and c r. The explct expressons of c k are omtted of ths paper. The Routh-Hurwtz crtera provde a suffcent condton for the real parts of all roots to be negatve. The followng geometry parameters are consdered: ω ct ζt 4 MEI ζ r o cr 4 48EI M JEI (0) And ω o s the reference frequency; ζ t and ζ r are dmensonless dampng factors for translaton and rotaton. In ths paper the stablty of the balancer are studed for the varatons of the non-dmensonal system parameters such as ω/ω o versus ε/r. There are some parameters to be consdered: /R, and m/m ε/r D/mR ω o ζ t ζ r 0.0. Next fgure shows two dfferent areas of equlbrum and non-equlbrum balls poston takng ε/r and ω/ω o as reference. ou can see that equlbrum area s very lttle. Fg. 4 Schematc representaton of two postons of rotor. a) Equlbrum poston, b) Nonequlbrum poston. CONCUSIONS The balancng bodes of self balancers do not assume postons whch ensure complete balancng a rotor. Effectve postons of a balancng body dffer by φ ι from equlbrum poston. Other reasons may also appear such as the rubbng of balancng bodes aganst the sdes of drums wthn they are dsposed, rregulartes of shape or axally asymmetrcal weght dstrbuton of rollng balancng bodes. The postons Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 6 05/0/005, :5

6 Antono Meraz, Andrés ánez, Carlos Jménez, Raúl Pchardo errors are relatve large ones and the larger they are the hgher s the coeffcent of resstance to rollng moton and the hgher s the rato ω/ω o (when s greater than ). In order to reduce these errors t would be necessary to change the method of gudng the balancng bodes, for example ar cushon, bodes suspended by magnetc or electrostatc forces. To obtan the balancng, ω greater than the frst natural frequency. The flud dampng D and the dsspaton for translaton c t are essental to obtan balancng, but dsspaton for rotaton c r s not. The stablty of the system have been analyzed wth the lnear varatonal equatons and the Routh-Hurwtz crtera. REFERENCES [] J.N. MacDuff and J.R. Currer. Vbraton Control, McGraw-Hll, New ork, 958. [] E.. Thearle, Automatc dynamc balancers (Part. leblanc), Machne Desgn : 9-4, 950. [] E.. Thearle, Automatc dynamc balancers (Part. rng, pendulum, ball balancers), Machne Desgn : 0-06, 950. [4] J.D. Alexander. An automatc dynamc balancer. Proceedngs of nd Southeastern Conference vol. : 45-46, 964. [5] J.W. Cade. Self-compensatng balancng n rotatng mechansms, Desgn News: 4-9, 965. [6] Majewsk Tadeusz. Synchronous elmnaton of Vbraton n the Plane, Part : Method Effcency and ts stablty. Journal of Sound and Vbraton (000), (): pp [7] Majewsk Tadeusz. Poston Error Occurrence n Self Balancers Used n Rgd Rotors of Rotatng Machnery, Mechansm and Machne Theory, Vol., No. : pp 7-78, 988. [8] C. Rajalngham and S. Rakheja. Whrl suppresson n hand-held power tool rotors usng guded rollng balancers, Journal of Sound and Vbraton 7: , 998. [9] J. Chung and D.S. Ro. Dynamc analyss of an automatc dynamc balancer for rotatng mechansms, Journal of Sound and Vbraton 8: , 999. [0] C.H. Hwang and J. Chung. Dynamc analyss of an automatc ball balancer wth double races, JSME Internatonal Journal 4: 65-7, 999. [] J. Chung and I. Jang. Dynamc response and stablty analyss of an automatc ball balancer for a flexble rotor, Journal of Sound and Vbraton 59: -4, Rev. Fac. Ing. - Unv. Tarapacá, vol. Nº, Meraz 64 05/0/005, :5

Damage detection in composite laminates using coin-tap method

Damage detection in composite laminates using coin-tap method Damage detecton n composte lamnates usng con-tap method S.J. Km Korea Aerospace Research Insttute, 45 Eoeun-Dong, Youseong-Gu, 35-333 Daejeon, Republc of Korea yaeln@kar.re.kr 45 The con-tap test has the

More information

2.5 1.5 0.5. I(λ ) 0.5 1.5

2.5 1.5 0.5. I(λ ) 0.5 1.5 NONCOLOCATION EFFECTS ON THE RIGID BODY ROTORDYNAMICS OF ROTORS ON AMB Gancarlo Genta Department of Mechancs, Poltecnco d Torno, Torno, Italy, genta@polto.t Stefano Carabell Department of Automatc Control,

More information

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 7. Root Dynamcs 7.2 Intro to Root Dynamcs We now look at the forces requred to cause moton of the root.e. dynamcs!!

More information

Rotation Kinematics, Moment of Inertia, and Torque

Rotation Kinematics, Moment of Inertia, and Torque Rotaton Knematcs, Moment of Inerta, and Torque Mathematcally, rotaton of a rgd body about a fxed axs s analogous to a lnear moton n one dmenson. Although the physcal quanttes nvolved n rotaton are qute

More information

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008 Rsk-based Fatgue Estmate of Deep Water Rsers -- Course Project for EM388F: Fracture Mechancs, Sprng 2008 Chen Sh Department of Cvl, Archtectural, and Envronmental Engneerng The Unversty of Texas at Austn

More information

8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by

8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by 6 CHAPTER 8 COMPLEX VECTOR SPACES 5. Fnd the kernel of the lnear transformaton gven n Exercse 5. In Exercses 55 and 56, fnd the mage of v, for the ndcated composton, where and are gven by the followng

More information

Goals Rotational quantities as vectors. Math: Cross Product. Angular momentum

Goals Rotational quantities as vectors. Math: Cross Product. Angular momentum Physcs 106 Week 5 Torque and Angular Momentum as Vectors SJ 7thEd.: Chap 11.2 to 3 Rotatonal quanttes as vectors Cross product Torque expressed as a vector Angular momentum defned Angular momentum as a

More information

IMPACT ANALYSIS OF A CELLULAR PHONE

IMPACT ANALYSIS OF A CELLULAR PHONE 4 th ASA & μeta Internatonal Conference IMPACT AALYSIS OF A CELLULAR PHOE We Lu, 2 Hongy L Bejng FEAonlne Engneerng Co.,Ltd. Bejng, Chna ABSTRACT Drop test smulaton plays an mportant role n nvestgatng

More information

Politecnico di Torino. Porto Institutional Repository

Politecnico di Torino. Porto Institutional Repository Poltecnco d orno Porto Insttutonal Repostory [Proceedng] rbt dynamcs and knematcs wth full quaternons rgnal Ctaton: Andres D; Canuto E. (5). rbt dynamcs and knematcs wth full quaternons. In: 16th IFAC

More information

where the coordinates are related to those in the old frame as follows.

where the coordinates are related to those in the old frame as follows. Chapter 2 - Cartesan Vectors and Tensors: Ther Algebra Defnton of a vector Examples of vectors Scalar multplcaton Addton of vectors coplanar vectors Unt vectors A bass of non-coplanar vectors Scalar product

More information

Faraday's Law of Induction

Faraday's Law of Induction Introducton Faraday's Law o Inducton In ths lab, you wll study Faraday's Law o nducton usng a wand wth col whch swngs through a magnetc eld. You wll also examne converson o mechanc energy nto electrc energy

More information

An Alternative Way to Measure Private Equity Performance

An Alternative Way to Measure Private Equity Performance An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate

More information

Inner core mantle gravitational locking and the super-rotation of the inner core

Inner core mantle gravitational locking and the super-rotation of the inner core Geophys. J. Int. (2010) 181, 806 817 do: 10.1111/j.1365-246X.2010.04563.x Inner core mantle gravtatonal lockng and the super-rotaton of the nner core Matheu Dumberry 1 and Jon Mound 2 1 Department of Physcs,

More information

Lecture Topics. 6. Sensors and instrumentation 7. Actuators and power transmission devices. (System and Signal Processing) DR.1 11.12.

Lecture Topics. 6. Sensors and instrumentation 7. Actuators and power transmission devices. (System and Signal Processing) DR.1 11.12. Lecture Tocs 1. Introducton 2. Basc knematcs 3. Pose measurement and Measurement of Robot Accuracy 4. Trajectory lannng and control 5. Forces, moments and Euler s laws 5. Fundamentals n electroncs and

More information

Homework: 49, 56, 67, 60, 64, 74 (p. 234-237)

Homework: 49, 56, 67, 60, 64, 74 (p. 234-237) Hoework: 49, 56, 67, 60, 64, 74 (p. 34-37) 49. bullet o ass 0g strkes a ballstc pendulu o ass kg. The center o ass o the pendulu rses a ertcal dstance o c. ssung that the bullet reans ebedded n the pendulu,

More information

Chapter 11 Torque and Angular Momentum

Chapter 11 Torque and Angular Momentum Chapter 11 Torque and Angular Momentum I. Torque II. Angular momentum - Defnton III. Newton s second law n angular form IV. Angular momentum - System of partcles - Rgd body - Conservaton I. Torque - Vector

More information

Can Auto Liability Insurance Purchases Signal Risk Attitude?

Can Auto Liability Insurance Purchases Signal Risk Attitude? Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang

More information

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ). REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or

More information

Recurrence. 1 Definitions and main statements

Recurrence. 1 Definitions and main statements Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.

More information

Fault tolerance in cloud technologies presented as a service

Fault tolerance in cloud technologies presented as a service Internatonal Scentfc Conference Computer Scence 2015 Pavel Dzhunev, PhD student Fault tolerance n cloud technologes presented as a servce INTRODUCTION Improvements n technques for vrtualzaton and performance

More information

Rotation and Conservation of Angular Momentum

Rotation and Conservation of Angular Momentum Chapter 4. Rotaton and Conservaton of Angular Momentum Notes: Most of the materal n ths chapter s taken from Young and Freedman, Chaps. 9 and 0. 4. Angular Velocty and Acceleraton We have already brefly

More information

Dynamics of Earth Orbiting Formations

Dynamics of Earth Orbiting Formations AIAA Gudance, Navgaton, and Control Conference and Exhbt 16-19 August 004, Provdence, Rhode Island AIAA 004-5134 Dynamcs of Earth Orbtng Formatons Scott R. Ploen, Danel.P. Scharf, Fred Y. Hadaegh, A. Behcet

More information

Lagrangian Dynamics: Virtual Work and Generalized Forces

Lagrangian Dynamics: Virtual Work and Generalized Forces Admssble Varatons/Vrtual Dsplacements 1 2.003J/1.053J Dynamcs and Control I, Sprng 2007 Paula Echeverr, Professor Thomas Peacock 4/4/2007 Lecture 14 Lagrangan Dynamcs: Vrtual Work and Generalzed Forces

More information

What is Candidate Sampling

What is Candidate Sampling What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble

More information

Inter-Ing 2007. INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007.

Inter-Ing 2007. INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007. Inter-Ing 2007 INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007. UNCERTAINTY REGION SIMULATION FOR A SERIAL ROBOT STRUCTURE MARIUS SEBASTIAN

More information

"Research Note" APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES *

Research Note APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES * Iranan Journal of Scence & Technology, Transacton B, Engneerng, ol. 30, No. B6, 789-794 rnted n The Islamc Republc of Iran, 006 Shraz Unversty "Research Note" ALICATION OF CHARGE SIMULATION METHOD TO ELECTRIC

More information

SPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:

SPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background: SPEE Recommended Evaluaton Practce #6 efnton of eclne Curve Parameters Background: The producton hstores of ol and gas wells can be analyzed to estmate reserves and future ol and gas producton rates and

More information

+ + + - - This circuit than can be reduced to a planar circuit

+ + + - - This circuit than can be reduced to a planar circuit MeshCurrent Method The meshcurrent s analog of the nodeoltage method. We sole for a new set of arables, mesh currents, that automatcally satsfy KCLs. As such, meshcurrent method reduces crcut soluton to

More information

RELIABILITY, RISK AND AVAILABILITY ANLYSIS OF A CONTAINER GANTRY CRANE ABSTRACT

RELIABILITY, RISK AND AVAILABILITY ANLYSIS OF A CONTAINER GANTRY CRANE ABSTRACT Kolowrock Krzysztof Joanna oszynska MODELLING ENVIRONMENT AND INFRATRUCTURE INFLUENCE ON RELIABILITY AND OPERATION RT&A # () (Vol.) March RELIABILITY RIK AND AVAILABILITY ANLYI OF A CONTAINER GANTRY CRANE

More information

Form-finding of grid shells with continuous elastic rods

Form-finding of grid shells with continuous elastic rods Page of 0 Form-fndng of grd shells wth contnuous elastc rods Jan-Mn L PhD student Insttute of Buldng Structures and Structural Desgn (tke), Unversty Stuttgart Stuttgar, Germany quantumamn@gmal.com Jan

More information

SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE

SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE Chandra Dev Raman 1, Subhamoy Bhattacharya 2 and A Blakeborough 3 1 Research Scholar, Department of Engneerng Scence,Unversty

More information

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange

More information

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.

More information

21 Vectors: The Cross Product & Torque

21 Vectors: The Cross Product & Torque 21 Vectors: The Cross Product & Torque Do not use our left hand when applng ether the rght-hand rule for the cross product of two vectors dscussed n ths chapter or the rght-hand rule for somethng curl

More information

Face Verification Problem. Face Recognition Problem. Application: Access Control. Biometric Authentication. Face Verification (1:1 matching)

Face Verification Problem. Face Recognition Problem. Application: Access Control. Biometric Authentication. Face Verification (1:1 matching) Face Recognton Problem Face Verfcaton Problem Face Verfcaton (1:1 matchng) Querymage face query Face Recognton (1:N matchng) database Applcaton: Access Control www.vsage.com www.vsoncs.com Bometrc Authentcaton

More information

Robotics and Computer-Integrated Manufacturing

Robotics and Computer-Integrated Manufacturing Robotcs and Computer-Integrated Manufacturng 27 (2) 977 98 Contents lsts avalable at ScenceDrect Robotcs and Computer-Integrated Manufacturng journal homepage: www.elsever.com/locate/rcm Optmal desgn of

More information

Point cloud to point cloud rigid transformations. Minimizing Rigid Registration Errors

Point cloud to point cloud rigid transformations. Minimizing Rigid Registration Errors Pont cloud to pont cloud rgd transformatons Russell Taylor 600.445 1 600.445 Fall 000-014 Copyrght R. H. Taylor Mnmzng Rgd Regstraton Errors Typcally, gven a set of ponts {a } n one coordnate system and

More information

Brigid Mullany, Ph.D University of North Carolina, Charlotte

Brigid Mullany, Ph.D University of North Carolina, Charlotte Evaluaton And Comparson Of The Dfferent Standards Used To Defne The Postonal Accuracy And Repeatablty Of Numercally Controlled Machnng Center Axes Brgd Mullany, Ph.D Unversty of North Carolna, Charlotte

More information

I. INTRODUCTION. 1 IRCCyN: UMR CNRS 6596, Ecole Centrale de Nantes, Université de Nantes, Ecole des Mines de Nantes

I. INTRODUCTION. 1 IRCCyN: UMR CNRS 6596, Ecole Centrale de Nantes, Université de Nantes, Ecole des Mines de Nantes he Knematc Analyss of a Symmetrcal hree-degree-of-freedom lanar arallel Manpulator Damen Chablat and hlppe Wenger Insttut de Recherche en Communcatons et Cybernétque de Nantes, rue de la Noë, 442 Nantes,

More information

Finite Math Chapter 10: Study Guide and Solution to Problems

Finite Math Chapter 10: Study Guide and Solution to Problems Fnte Math Chapter 10: Study Gude and Soluton to Problems Basc Formulas and Concepts 10.1 Interest Basc Concepts Interest A fee a bank pays you for money you depost nto a savngs account. Prncpal P The amount

More information

Comparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions

Comparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions Comparson of Control Strateges for Shunt Actve Power Flter under Dfferent Load Condtons Sanjay C. Patel 1, Tushar A. Patel 2 Lecturer, Electrcal Department, Government Polytechnc, alsad, Gujarat, Inda

More information

Detailed Analysis of SCARA-Type Serial Manipulator on a Moving Base with LabView

Detailed Analysis of SCARA-Type Serial Manipulator on a Moving Base with LabView Internatonal Journal of Advanced Robotc Systems ARTICLE Detaled Analyss of SCARA-Type Seral Manpulator on a Movng Base wth LabVew Regular Paper Alrıa Kalel 1,*, Ahmet Dumlu 1, M. Fath Çorapsı 1 and Köksal

More information

L10: Linear discriminants analysis

L10: Linear discriminants analysis L0: Lnear dscrmnants analyss Lnear dscrmnant analyss, two classes Lnear dscrmnant analyss, C classes LDA vs. PCA Lmtatons of LDA Varants of LDA Other dmensonalty reducton methods CSCE 666 Pattern Analyss

More information

v a 1 b 1 i, a 2 b 2 i,..., a n b n i.

v a 1 b 1 i, a 2 b 2 i,..., a n b n i. SECTION 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS 455 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS All the vector spaces we have studed thus far n the text are real vector spaces snce the scalars are

More information

Chapter 12 Inductors and AC Circuits

Chapter 12 Inductors and AC Circuits hapter Inductors and A rcuts awrence B. ees 6. You may make a sngle copy of ths document for personal use wthout wrtten permsson. Hstory oncepts from prevous physcs and math courses that you wll need for

More information

BERNSTEIN POLYNOMIALS

BERNSTEIN POLYNOMIALS On-Lne Geometrc Modelng Notes BERNSTEIN POLYNOMIALS Kenneth I. Joy Vsualzaton and Graphcs Research Group Department of Computer Scence Unversty of Calforna, Davs Overvew Polynomals are ncredbly useful

More information

Calculating the high frequency transmission line parameters of power cables

Calculating the high frequency transmission line parameters of power cables < ' Calculatng the hgh frequency transmsson lne parameters of power cables Authors: Dr. John Dcknson, Laboratory Servces Manager, N 0 RW E B Communcatons Mr. Peter J. Ncholson, Project Assgnment Manager,

More information

1 What is a conservation law?

1 What is a conservation law? MATHEMATICS 7302 (Analytcal Dynamcs) YEAR 2015 2016, TERM 2 HANDOUT #6: MOMENTUM, ANGULAR MOMENTUM, AND ENERGY; CONSERVATION LAWS In ths handout we wll develop the concepts of momentum, angular momentum,

More information

Support Vector Machines

Support Vector Machines Support Vector Machnes Max Wellng Department of Computer Scence Unversty of Toronto 10 Kng s College Road Toronto, M5S 3G5 Canada wellng@cs.toronto.edu Abstract Ths s a note to explan support vector machnes.

More information

Elastic Systems for Static Balancing of Robot Arms

Elastic Systems for Static Balancing of Robot Arms . th World ongress n Mechans and Machne Scence, Guanajuato, Méco, 9- June, 0 _ lastc Sstes for Statc alancng of Robot rs I.Sonescu L. uptu Lucana Ionta I.Ion M. ne Poltehnca Unverst Poltehnca Unverst Poltehnca

More information

Forecasting the Direction and Strength of Stock Market Movement

Forecasting the Direction and Strength of Stock Market Movement Forecastng the Drecton and Strength of Stock Market Movement Jngwe Chen Mng Chen Nan Ye cjngwe@stanford.edu mchen5@stanford.edu nanye@stanford.edu Abstract - Stock market s one of the most complcated systems

More information

Effect of a spectrum of relaxation times on the capillary thinning of a filament of elastic liquid

Effect of a spectrum of relaxation times on the capillary thinning of a filament of elastic liquid J. Non-Newtonan Flud Mech., 72 (1997) 31 53 Effect of a spectrum of relaxaton tmes on the capllary thnnng of a flament of elastc lqud V.M. Entov a, E.J. Hnch b, * a Laboratory of Appled Contnuum Mechancs,

More information

Section C2: BJT Structure and Operational Modes

Section C2: BJT Structure and Operational Modes Secton 2: JT Structure and Operatonal Modes Recall that the semconductor dode s smply a pn juncton. Dependng on how the juncton s based, current may easly flow between the dode termnals (forward bas, v

More information

Calculation of Sampling Weights

Calculation of Sampling Weights Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample

More information

Loop Parallelization

Loop Parallelization - - Loop Parallelzaton C-52 Complaton steps: nested loops operatng on arrays, sequentell executon of teraton space DECLARE B[..,..+] FOR I :=.. FOR J :=.. I B[I,J] := B[I-,J]+B[I-,J-] ED FOR ED FOR analyze

More information

Energy-based Design of Steel Structures According to the Predefined Interstory Drift Ratio 1

Energy-based Design of Steel Structures According to the Predefined Interstory Drift Ratio 1 Dgest 01, December 01, 1573-1593 Energy-based Desgn of Steel Structures Accordng to the Predefned Interstory Drft Rato 1 Onur ERTER* Özgür BOZDAĞ** ustafa DÜZGÜ*** ABSTRACT The methods whch take lace n

More information

MOLECULAR PARTITION FUNCTIONS

MOLECULAR PARTITION FUNCTIONS MOLECULR PRTITIO FUCTIOS Introducton In the last chapter, we have been ntroduced to the three man ensembles used n statstcal mechancs and some examples of calculatons of partton functons were also gven.

More information

How To Understand The Results Of The German Meris Cloud And Water Vapour Product

How To Understand The Results Of The German Meris Cloud And Water Vapour Product Ttel: Project: Doc. No.: MERIS level 3 cloud and water vapour products MAPP MAPP-ATBD-ClWVL3 Issue: 1 Revson: 0 Date: 9.12.1998 Functon Name Organsaton Sgnature Date Author: Bennartz FUB Preusker FUB Schüller

More information

Vibration Analysis using Time Domain Methods for the Detection of small Roller Bearing Defects

Vibration Analysis using Time Domain Methods for the Detection of small Roller Bearing Defects SIRM 9-8th Internatonal Conference on Vbratons n Rotatng Machnes, Venna, Austra, 3-5 February 9 Vbraton Analyss usng Tme Doman Methods for the Detecton of small Roller Bearng Defects Tahsn Doguer Insttut

More information

DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES

DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES DECOMPOSITION OF MEASURED GROUND VIBRATIONS INTO BASIC SOIL WAVES D. Macjausas Department of Scence & Technology, Unversty of Luembourg, Luembourg S. Van Baars Department of Scence & Technology, Unversty

More information

APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING

APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING Journal Journal of Chemcal of Chemcal Technology and and Metallurgy, 50, 6, 50, 2015, 6, 2015 638-643 APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING Abdrakhman

More information

On-Line Fault Detection in Wind Turbine Transmission System using Adaptive Filter and Robust Statistical Features

On-Line Fault Detection in Wind Turbine Transmission System using Adaptive Filter and Robust Statistical Features On-Lne Fault Detecton n Wnd Turbne Transmsson System usng Adaptve Flter and Robust Statstcal Features Ruoyu L Remote Dagnostcs Center SKF USA Inc. 3443 N. Sam Houston Pkwy., Houston TX 77086 Emal: ruoyu.l@skf.com

More information

Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..

More information

GRAVITY DATA VALIDATION AND OUTLIER DETECTION USING L 1 -NORM

GRAVITY DATA VALIDATION AND OUTLIER DETECTION USING L 1 -NORM GRAVITY DATA VALIDATION AND OUTLIER DETECTION USING L 1 -NORM BARRIOT Jean-Perre, SARRAILH Mchel BGI/CNES 18.av.E.Beln 31401 TOULOUSE Cedex 4 (France) Emal: jean-perre.barrot@cnes.fr 1/Introducton The

More information

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy 4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.

More information

RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo.

RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo. ICSV4 Carns Australa 9- July, 007 RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL Yaoq FENG, Hanpng QIU Dynamc Test Laboratory, BISEE Chna Academy of Space Technology (CAST) yaoq.feng@yahoo.com Abstract

More information

A Multi-Camera System on PC-Cluster for Real-time 3-D Tracking

A Multi-Camera System on PC-Cluster for Real-time 3-D Tracking The 23 rd Conference of the Mechancal Engneerng Network of Thaland November 4 7, 2009, Chang Ma A Mult-Camera System on PC-Cluster for Real-tme 3-D Trackng Vboon Sangveraphunsr*, Krtsana Uttamang, and

More information

An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services

An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services An Evaluaton of the Extended Logstc, Smple Logstc, and Gompertz Models for Forecastng Short Lfecycle Products and Servces Charles V. Trappey a,1, Hsn-yng Wu b a Professor (Management Scence), Natonal Chao

More information

Actuator forces in CFD: RANS and LES modeling in OpenFOAM

Actuator forces in CFD: RANS and LES modeling in OpenFOAM Home Search Collectons Journals About Contact us My IOPscence Actuator forces n CFD: RANS and LES modelng n OpenFOAM Ths content has been downloaded from IOPscence. Please scroll down to see the full text.

More information

ON THE ACCURACY, REPEATABILITY, AND DEGREE OF INFLUENCE OF KINEMATICS PARAMETERS FOR INDUSTRIAL ROBOTS

ON THE ACCURACY, REPEATABILITY, AND DEGREE OF INFLUENCE OF KINEMATICS PARAMETERS FOR INDUSTRIAL ROBOTS Internatonal Journal of Modellng and Smulaton, Vol. 22, No. 3, 2002 ON THE ACCURACY, REPEATABILITY, AND DEGREE OF INFLUENCE OF KINEMATICS PARAMETERS FOR INDUSTRIAL ROBOTS P.S. Shakolas, K.L. Conrad, and

More information

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12 14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed

More information

TECHNICAL NOTES 8 GRINDING. R. P. King

TECHNICAL NOTES 8 GRINDING. R. P. King TECHNICAL NOTES 8 GRINDING R. P. Kng Copyrght R P kng 000 8. Grndng 8.. Grndng acton Industral grndng machnes used n the mneral processng ndustres are mostly of the tumblng mll type. These mlls exst n

More information

Effects of Extreme-Low Frequency Electromagnetic Fields on the Weight of the Hg at the Superconducting State.

Effects of Extreme-Low Frequency Electromagnetic Fields on the Weight of the Hg at the Superconducting State. Effects of Etreme-Low Frequency Electromagnetc Felds on the Weght of the at the Superconductng State. Fran De Aquno Maranhao State Unversty, Physcs Department, S.Lus/MA, Brazl. Copyrght 200 by Fran De

More information

CHAPTER 8 Potential Energy and Conservation of Energy

CHAPTER 8 Potential Energy and Conservation of Energy CHAPTER 8 Potental Energy and Conservaton o Energy One orm o energy can be converted nto another orm o energy. Conservatve and non-conservatve orces Physcs 1 Knetc energy: Potental energy: Energy assocated

More information

Laws of Electromagnetism

Laws of Electromagnetism There are four laws of electromagnetsm: Laws of Electromagnetsm The law of Bot-Savart Ampere's law Force law Faraday's law magnetc feld generated by currents n wres the effect of a current on a loop of

More information

Ring structure of splines on triangulations

Ring structure of splines on triangulations www.oeaw.ac.at Rng structure of splnes on trangulatons N. Vllamzar RICAM-Report 2014-48 www.rcam.oeaw.ac.at RING STRUCTURE OF SPLINES ON TRIANGULATIONS NELLY VILLAMIZAR Introducton For a trangulated regon

More information

Compaction of the diamond Ti 3 SiC 2 graded material by the high speed centrifugal compaction process

Compaction of the diamond Ti 3 SiC 2 graded material by the high speed centrifugal compaction process Archves of Materals Scence and Engneerng Volume 8 Issue November 7 Pages 677-68 Internatonal Scentfc Journal publshed monthly as the organ of the Commttee of Materals Scence of the Polsh Academy of Scences

More information

Level Annuities with Payments Less Frequent than Each Interest Period

Level Annuities with Payments Less Frequent than Each Interest Period Level Annutes wth Payments Less Frequent than Each Interest Perod 1 Annuty-mmedate 2 Annuty-due Level Annutes wth Payments Less Frequent than Each Interest Perod 1 Annuty-mmedate 2 Annuty-due Symoblc approach

More information

Jet Engine. Figure 1 Jet engine

Jet Engine. Figure 1 Jet engine Jet Engne Prof. Dr. Mustafa Cavcar Anadolu Unversty, School of Cvl Avaton Esksehr, urkey GROSS HRUS INAKE MOMENUM DRAG NE HRUS Fgure 1 Jet engne he thrust for a turboet engne can be derved from Newton

More information

An MILP model for planning of batch plants operating in a campaign-mode

An MILP model for planning of batch plants operating in a campaign-mode An MILP model for plannng of batch plants operatng n a campagn-mode Yanna Fumero Insttuto de Desarrollo y Dseño CONICET UTN yfumero@santafe-concet.gov.ar Gabrela Corsano Insttuto de Desarrollo y Dseño

More information

Section 2 Introduction to Statistical Mechanics

Section 2 Introduction to Statistical Mechanics Secton 2 Introducton to Statstcal Mechancs 2.1 Introducng entropy 2.1.1 Boltzmann s formula A very mportant thermodynamc concept s that of entropy S. Entropy s a functon of state, lke the nternal energy.

More information

Analysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling

Analysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling Analyss of Reactvty Induced Accdent for Control Rods Ejecton wth Loss of Coolng Hend Mohammed El Sayed Saad 1, Hesham Mohammed Mohammed Mansour 2 Wahab 1 1. Nuclear and Radologcal Regulatory Authorty,

More information

Description of the Force Method Procedure. Indeterminate Analysis Force Method 1. Force Method con t. Force Method con t

Description of the Force Method Procedure. Indeterminate Analysis Force Method 1. Force Method con t. Force Method con t Indeternate Analyss Force Method The force (flexblty) ethod expresses the relatonshps between dsplaceents and forces that exst n a structure. Prary objectve of the force ethod s to deterne the chosen set

More information

1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)

1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP) 6.3 / -- Communcaton Networks II (Görg) SS20 -- www.comnets.un-bremen.de Communcaton Networks II Contents. Fundamentals of probablty theory 2. Emergence of communcaton traffc 3. Stochastc & Markovan Processes

More information

Module 9.1 Software toepassing 4 (SAFIR) Toelichten van de mogelijkheden met SAFIR

Module 9.1 Software toepassing 4 (SAFIR) Toelichten van de mogelijkheden met SAFIR TETRA Module 9.1 Software toepassng 4 (SAFIR) Toelchten van de mogeljheden met SAFIR Jean-Marc Franssen jm.franssen@ulg.ac.be Sept. 15, 009 Queston: what s an advanced calculaton model? Accordng to EN

More information

Chapter 4 ECONOMIC DISPATCH AND UNIT COMMITMENT

Chapter 4 ECONOMIC DISPATCH AND UNIT COMMITMENT Chapter 4 ECOOMIC DISATCH AD UIT COMMITMET ITRODUCTIO A power system has several power plants. Each power plant has several generatng unts. At any pont of tme, the total load n the system s met by the

More information

Multi-Robot Tracking of a Moving Object Using Directional Sensors

Multi-Robot Tracking of a Moving Object Using Directional Sensors Mult-Robot Trackng of a Movng Object Usng Drectonal Sensors Xaomng Hu, Karl H. Johansson, Manuel Mazo Jr., Alberto Speranzon Dept. of Sgnals, Sensors & Systems Royal Insttute of Technology, SE- 44 Stockholm,

More information

A Novel Methodology of Working Capital Management for Large. Public Constructions by Using Fuzzy S-curve Regression

A Novel Methodology of Working Capital Management for Large. Public Constructions by Using Fuzzy S-curve Regression Novel Methodology of Workng Captal Management for Large Publc Constructons by Usng Fuzzy S-curve Regresson Cheng-Wu Chen, Morrs H. L. Wang and Tng-Ya Hseh Department of Cvl Engneerng, Natonal Central Unversty,

More information

O(n) mass matrix inversion for serial manipulators and polypeptide chains using Lie derivatives Kiju Lee, Yunfeng Wang and Gregory S.

O(n) mass matrix inversion for serial manipulators and polypeptide chains using Lie derivatives Kiju Lee, Yunfeng Wang and Gregory S. Robotca 7) volume 5, pp 739 75 7 Cambrdge Unversty Press do:7/s6357477385 Prnted n the Unted Kngdom On) mass matrx nverson for seral manpulators and polypeptde chans usng Le dervatves Ku Lee, Yunfeng Wang

More information

Extending Probabilistic Dynamic Epistemic Logic

Extending Probabilistic Dynamic Epistemic Logic Extendng Probablstc Dynamc Epstemc Logc Joshua Sack May 29, 2008 Probablty Space Defnton A probablty space s a tuple (S, A, µ), where 1 S s a set called the sample space. 2 A P(S) s a σ-algebra: a set

More information

Analysis of Energy-Conserving Access Protocols for Wireless Identification Networks

Analysis of Energy-Conserving Access Protocols for Wireless Identification Networks From the Proceedngs of Internatonal Conference on Telecommuncaton Systems (ITC-97), March 2-23, 1997. 1 Analyss of Energy-Conservng Access Protocols for Wreless Identfcaton etworks Imrch Chlamtac a, Chara

More information

MACHINE VISION SYSTEM FOR SPECULAR SURFACE INSPECTION: USE OF SIMULATION PROCESS AS A TOOL FOR DESIGN AND OPTIMIZATION

MACHINE VISION SYSTEM FOR SPECULAR SURFACE INSPECTION: USE OF SIMULATION PROCESS AS A TOOL FOR DESIGN AND OPTIMIZATION MACHINE VISION SYSTEM FOR SPECULAR SURFACE INSPECTION: USE OF SIMULATION PROCESS AS A TOOL FOR DESIGN AND OPTIMIZATION R. SEULIN, F. MERIENNE and P. GORRIA Laboratore Le2, CNRS FRE2309, EA 242, Unversté

More information

APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT

APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT Toshhko Oda (1), Kochro Iwaoka (2) (1), (2) Infrastructure Systems Busness Unt, Panasonc System Networks Co., Ltd. Saedo-cho

More information

COMPARATIVE ANALYSIS OF FRONTAL ZONE OF DEFORMATION IN VEHICLES WITH SELF-SUPPORTING AND FRAMED BODIES

COMPARATIVE ANALYSIS OF FRONTAL ZONE OF DEFORMATION IN VEHICLES WITH SELF-SUPPORTING AND FRAMED BODIES Journal of KONES Powertran and Transport, Vol. 18, No. 4 2011 COMPARATIVE ANALYSIS OF FRONTAL ZONE OF DEFORMATION IN VEHICLES WITH SELF-SUPPORTING AND FRAMED BODIES Leon Prochowsk, Andrzej uchowsk Mltary

More information

A hybrid global optimization algorithm based on parallel chaos optimization and outlook algorithm

A hybrid global optimization algorithm based on parallel chaos optimization and outlook algorithm Avalable onlne www.ocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(7):1884-1889 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 A hybrd global optmzaton algorthm based on parallel

More information

Conversion between the vector and raster data structures using Fuzzy Geographical Entities

Conversion between the vector and raster data structures using Fuzzy Geographical Entities Converson between the vector and raster data structures usng Fuzzy Geographcal Enttes Cdála Fonte Department of Mathematcs Faculty of Scences and Technology Unversty of Combra, Apartado 38, 3 454 Combra,

More information

5.74 Introductory Quantum Mechanics II

5.74 Introductory Quantum Mechanics II MIT OpenCourseWare http://ocw.mt.edu 5.74 Introductory Quantum Mechancs II Sprng 9 For nformaton about ctng these materals or our Terms of Use, vst: http://ocw.mt.edu/terms. 4-1 4.1. INTERACTION OF LIGHT

More information

Stochastic Six-Degree-of-Freedom Flight Simulator for Passively Controlled High-Power Rockets

Stochastic Six-Degree-of-Freedom Flight Simulator for Passively Controlled High-Power Rockets Stochastc Sx-Degree-of-Freedom Flght for Passvely Controlled Hgh-Power s Smon Box 1 ; Chrstopher M. Bshop 2 ; and Hugh Hunt 3 Downloaded from ascelbrary.org by TECHNISCHE UNIVERSITEIT DELFT on 2/7/13.

More information

Kinematic Analysis of Cam Profiles Used in Compound Bows. A Thesis. Presented to. The Graduate Faculty of the University of Missouri

Kinematic Analysis of Cam Profiles Used in Compound Bows. A Thesis. Presented to. The Graduate Faculty of the University of Missouri Knematc Analyss of Cam Profles Used n Compound Bows A Thess Presented to The Graduate Faculty of the Unversty of Mssour In Partal Fulfllment of the Requrements for the Degree Master of Scence Andrew Joseph

More information

The circuit shown on Figure 1 is called the common emitter amplifier circuit. The important subsystems of this circuit are:

The circuit shown on Figure 1 is called the common emitter amplifier circuit. The important subsystems of this circuit are: polar Juncton Transstor rcuts Voltage and Power Amplfer rcuts ommon mtter Amplfer The crcut shown on Fgure 1 s called the common emtter amplfer crcut. The mportant subsystems of ths crcut are: 1. The basng

More information