The theoretical limits to the power output of a muscle tendon complex with inertial and gravitational loads

Size: px
Start display at page:

Download "The theoretical limits to the power output of a muscle tendon complex with inertial and gravitational loads"

Transcription

1 Receive 1 November Accepte 17 March 3 Publishe online 11 June 3 The theoretical limits to the power output of a muscle tenon complex with inertial an gravitational loas Apostolos Galantis * an Roger C. Wolege University College Lonon Institute of Human Performance, Royal National Orthopaeic Hospital Trust, Brockley Hill, Stanmore, Milesex HA7 4LP, UK When a muscle elivers power to an inertial loa through a spring, the peak power can excee the maximum that the muscle alone coul prouce. Using normalize ifferential equations relating imensionless quantities we show, by solving the equations either analytically or numerically, that one imensionless constant ( ), representing the inertial loa, is sufficient to specify the behaviour uring shortening of a muscle tenon complex with linear force velocity an force extension properties. In the presence of gravity, an aitional constant ( ), representing the gravitational acceleration, is require. Nonlinear force velocity an force extension relationships each introuce an aitional constant, representing their curvature. In the absence of gravity the power output elivere to an inertial loa is limite to approximately 1.4 times the maximum power of the muscle alone, an when gravity is present the power elivere is limite to approximately twice the power of muscle alone. These limits are foun for the purely inertial loa at ca. 1 an with gravity acting at =.5 with arbitrarily small. The effects of nonlinear muscle an tenon properties ten to cancel each other out an o not prouce large eviations from these optima. A lever system of constant ratio between muscle an loa oes not alter these limits. Cams an catches are require to excee these limits an attain the high power outputs sometimes observe uring explosive animal movement. Keywors: muscle; inertial loa; power output; tenon 1. INTRODUCTION The power output of skeletal muscle has a clear limit, but animal movements are sometimes foun to use a power beyon this limit (Bennett-Clark 1975; Peplowski & Marsh 1997; Aerts 1998). This coul be because extra power is elivere by the recoil of elastic structures in series with the muscle. As pointe out for example by Marsh (1999) the presence of an inertial loa is a mechanism that can allow a movement uring which the power output of a muscle tenon complex (MTC) temporarily excees that of the muscle alone. Although some examples like this have been moelle (Wilkie 195; Calwell 1995; Marsh 1999), there has, to our knowlege, been no previous systematic escription of the possible interactions of a muscle, a series compliance an an inertial loa. We show in this paper that there are clear limits to the amount of extra power that can be ae by tenon recoil in such a system.. THE MODEL The analysis will consier three elements that are mechanically in series: a muscle, an elastic element (a spring) an an inertial loa. The movements of the components are summe an the force experience by each is ientical. This force etermines the spee of muscle shortening, the length of the spring an the acceleration of the loa. * Author for corresponence (a.galantis@rfc.ucl.ac.uk). When the functions escribing how these quantities epen on the common force have been state, the system is fully efine, an the movements of the components can be escribe by appropriate solutions of the ifferential equations. We will also consier the case where an aitional constant force acts on the loa only, representing gravity. The initial conition consiere is always that the loa is at rest. When gravity is absent the initial common force is zero an in the presence of gravity it is equal to the weight of the loa. Time zero will represent the start of the muscle activation that prouces shortening an movement of the loa. We consier first examples that can be solve analytically an then some more complicate cases for which a numerical solution is require. (a) Dimensional analysis The use of imensionless terms to specify a physical system often leas to a simpler solution involving one or more imensionless constants. Well-known examples are the Froue number an the Reynols number. Buckingham s theorem (McMahon & Bonner 1983) states that the number of imensionless constants require is equal to the number of parameters neee to escribe the system minus the number of funamental quantities (mass, length, time, etc.) involve. We will seek to escribe each of the systems we iscuss using this minimum number of imensionless constants. In the linear case to be escribe, muscle velocity eclines linearly with force: V m = V max 1 F (.1) ; Proc. R. Soc. Lon. B (3) 7, The Royal Society DOI 1.198/rspb.3.43

2 1494 A. Galantis an R. C. Wolege Power output of an MTC Table 1. Choice of normalizing factors an efinition of normalize quantities. factor quantity imensionless force F velocity V max V stiffness k k = = F V V max 1 = k k length k L = L k acceleration kv max t (V ) ( ) = t (V) kv max time mass kv max V max 1 k t M = t kv max = M V k length change of the spring is proportional to force: L s = F/k, (.) an acceleration of the loa is proportional to force: t (V l) = F M. (.3) Length is conserve: L m L s L l =. (.4) The sign convention is that an increase in the length of the muscle or spring is consiere positive an movement of the loa towars the spring an muscle is also positive. This system is efine by four parameters, V max,, k an M, which represent, respectively, the maximum shortening velocity, the maximum isometric force, the spring stiffness an the mass, an involves the three funamental quantities mass, length an time. A imensionless statement of the system shoul thus be possible using a single parameter. There is no unique metho of normalizing the quantities to reach imensionless expressions. The metho we have use is shown in table 1. Because there are three funamental quantities involve, only three inepenent choices can be mae, represente here by the first three lines in table 1. The other normalizing factors are erive from these three factors by appropriate substitutions. Equations (.1) (.4) can now be written in imensionless form as follows: muscle: m = 1; (.5) spring: s = ; (.6) loa: ( l) = ; (.7) length conservation: m s l =. (.8) The four parameters have been reuce to one,, representing the imensionless mass in the system. A sol- ution of these equations will therefore provie a escription for all possible combinations of V max,, k an M. 3. RESULTS (a) First case: linear motion; spring an muscle characteristics linear The orinary ifferential equation escribing this system can be obtaine by substituting into the time erivative of equation (.8) the corresponing erivatives of equations (.5) (.7). This gives ( l) ( l) 1 ( l ) 1 =. The solution of this equation is l = 1 e (Qcos(Q ) sin(q )), Q where Q = 1/ 1/4. The value of Q is real when the mass is less than 4 an imaginary when is greater than 4. When = 4 the velocity is given by l = 1 e 1. The force can be foun by ifferentiating these equations an multiplying by to give = e if = 4, = 1 Q e sin(q ) otherwise. Q represents the angular velocity of the system an when is less than 4 the force will return to zero when t = /Q. The ways in which force an velocity epen on are illustrate in figure 1. Two special cases are of interest: when = 4 (ashe line) the system is critically ampe ; this is the lowest value of for which the velocity oes not excee unity. In the case that tens to Proc. R. Soc. Lon. B (3)

3 Power output of an MTC A. Galantis an R. C. Wolege 1495 (a) power force ( ϕ ) velocity ( υ l) (b) (c) time ( τ ) Figure 1. Time-courses of (a) loa velocity, (b) force an (c) power elivere to the loa for seven values of the normalize inertial loa ( ). From left to right the lines are for values of 1/64, 1/16, 1/4, 1 (soli line), 4 (ashe line), 16 an 64. infinity (not shown in the figure) the force exponentially approaches unity with unit rate constant, an the velocity remains infinitesimal. When is less than 4 the peak loa velocity excees V max. Peak loa velocity occurs when the force rops to zero, an at that instant l = 1 e /Q. For infinitely small normalize inertial loas, Q becomes infinitely large an peak 1 becomes two, i.e. the infinitesimal inertial loa can be accelerate up to a maximum spee of twice the muscle s maximal shortening velocity. The power elivere to the loa is the prouct of force an loa velocity. Some representative power-output curves are shown in figure 1c. The maximum power that the muscle alone can prouce is.5 normalize units, which is the prouct of force an velocity at the mipoint of their relationship (equation (.5)). Figure shows, as a function of, the peak power generate as a ratio to this value. The maximum value of this power amplification by the inertia spring system is (to three ecimal places) an occurs at a value of very close to one log ( Ξ ) Figure. Ratio of the peak power output of the MTC to the value for the muscle alone. Soli line, without gravity; otte curves, with gravity at = 1 (left) an = 1 (right). The full lines in figure 1 show the time-courses of the mechanical events uring a contraction that prouces the greatest possible power amplification. Early in the contraction the muscle moves faster than the loa an, as a result, while force is rising, the muscle power is mostly use to increase the elastic energy in the spring. After the peak force the loa is moving faster than the muscle an the spring recoil as energy from the spring to the continuing power output of the muscle, thus proviing the optimum power elivery to the loa. Peak power thus occurs while force is falling an at this point the muscle has shortene by 1.89 units. (b) Secon case: rotary motion inertial loa; spring an muscle characteristics linear The equations given in an 3a will apply if F represents the torque, V the angular velocity, L the angular movement an M the moment of inertia of the loa. The system for normalization works as above with giving the normalize moment of inertia. An interesting case is when the muscle an spring are connecte to the loa via a lever so that the force in the muscle an spring is R times the force on the loa. In this case the same equations will apply except that is given by M(V max / ) kr. It follows that in these cases the maximum power amplification is also (c) Thir case: linear motion; inertial an gravitational loaing; linear muscle an spring In this case the loa experiences an aitional acceleration cause by gravity an equation (.7) becomes ( l ) =, where is the normalize acceleration ue to gravity, which is the usual gravitational acceleration g ivie by the appropriate normalizing factor. The subscript inicates the presence of a gravitational force. The orinary ifferential equation escribing this system is Proc. R. Soc. Lon. B (3)

4 1496 A. Galantis an R. C. Wolege Power output of an MTC. Γ = 1 Γ =1 Γ = ΞΓ. 5.5 work one by spring Figure 3. Peak power output as a function of the normalize weight of an inertial an gravitational loa. Soli line, = 1; ashe line, = 1; otte line, = 1. The two lower values of are as in figure. ( l ) ( l ) 1 l 1 =. The solution of this equation (from the time at which the force in the muscle equals the weight of the loa) is l = (1 4 ) 1 e 1 if = 4, = (1 ) 1 e Q (Qcos(Q ) sin(q )) otherwise. The force in the spring is foun by ifferentiating the velocity an multiplying by to obtain = (1 4 ) e 4 if = 4, = (1 ) e sin(q ) otherwise. Q Notice that the above expressions for the loa velocity an force in the spring can be expresse as functions of the velocity an force, respectively, in the absence of gravity (see 3a): l = (1 an ) l = (1 ). Figure shows peak power as a function of normalize inertial loa for three values of. The peak power is higher in the presence of gravity an occurs at lower values of. Figure 3 shows the peak power as a function of the normalize weight (that is, ). Peak power for high values of occurs when the weight is.5. The limiting value of the peak power is. an occurs when is very large. In the presence of gravity, higher peak power amplifications can be achieve with less energy release from the spring than when gravity is absent (figure 4). Increasing the gravitational acceleration reuces the work that is Figure 4. Peak power ratio as a function of the work one by the spring. Soli curve, purely inertial loa; broken curve, optima for ifferent gravitational loas. Higher optimal values correspon to higher gravitational loas. Dots, optima from the three curves in figure 3. elivere from the spring to the loa uner conitions for optimum power. () Fourth case: linear motion inertial loa; spring an muscle nonlinear We have not foun useful analytical equations for escribing the behaviour of these systems when the muscle force velocity an/or the spring force extension relations are nonlinear, as they are in real animals. We have therefore use numerical methos to solve the appropriate ifferential equations for some interesting cases. Equation (.1) can be replace by the force velocity relation expresse by Hill s equation: 1 (F / ) V m = V max 1 G(F / ). When G =, the relation reuces to equation (.1) an the force velocity relation is linear; as G increases the force velocity relation becomes more curve. The maximum power that the muscle can prouce falls as G rises. Using the other ifferential equations as given above (equations (.) an (.3)) we have calculate the force an velocity of the loa for a range of loas using a fourth orer Runge Kutta metho implemente in Mathca. The accuracy of the solutions was checke against the analytical solution for the linear case. G values from to 1 6 were investigate. The peak power expresse relative to the maximum muscle power increases as G increases. For very high values of G a limiting value is reache, which is approximately 1.473, ca. 3% greater than the value of for the linear force velocity relation. The case shown in figure 5 is for G = 4, which is similar to the values foun in actual muscle (Wolege et al. 1985). The force extension relation of the spring is also likely to be nonlinear in real animals, where the spring consists largely of tenon. To investigate the influence of this Proc. R. Soc. Lon. B (3)

5 Power output of an MTC A. Galantis an R. C. Wolege log ( Ξ ) Figure 5. The relationship between the logarithm of the normalize inertial loa an the. Soli curve, muscle an spring linear; triangles, nonlinear muscle force velocity relationship (G = 4); circles, nonlinear spring force extension relationship (H = 4). factor we have replace equation (.) with the hyperbolic function: kl s F = 1 H[1 (kl s / )]. When H = the function is linear an with H = 4 the function is a reasonable approximation to the actual shape of tenon stress strain curves. The maximum power output (with linear force velocity relation) is change by this nonlinearity of the force extension curve of the spring. The maximum power is reuce by ca. 1% in this example. We have investigate a range of H values up to 3. All these values give peak powers of less than the optimum with a linear force extension curve. In actual animals both the force velocity an the force extension relationships will be curve. The opposite changes in maximum power output relative to the muscle power elivere to an inertial loa will ten to cancel an the resulting power output coul be expecte to be within a few per cent of the values for the linear case. (e) Fifth case: catches If the movement of the loa is restricte by a catch, the force in the spring can increase to the maximum force the muscle can evelop. If the catch is now release, the force in the spring will accelerate the loa an the energy in the spring will be converte to kinetic energy of the loa. Although the muscle can a some power uring the recoil process, the spee of shortening of the muscle is not limiting an the rate at which this energy will be transferre from spring to loa is etermine primarily by the mass an the spring stiffness as escribe by the familiar equation of simple harmonic motion: sin(t K/M), or in our imensionless form: sin( / ). The peak power therefore rises without limit as the value of approaches zero (figure 6). The ashe curve shows how the peak power of a system containing a catch changes with the value of. For all values of up to at _ 1. _ log ( Ξ ) Figure 6. The relationship between the logarithm of the normalize inertial loa an the. Soli curve, without catch; ashe line, with a catch release from. least 3 ( 1.5 units) a catch mechanism can eliver a higher peak power than the inertial mechanism alone. A cam is a mechanism by which the lever ratio (R in 3b) varies as the rotation procees. If R is mae to ecrease, the action of the mechanism is analogous to that of a catch: at early times the force in the muscle an spring is large compare with that acting on the loa, with the full force of the tenon applie to the loa only later in the process. The power outputs of cam mechanisms will then fall between those of the inertial mechanisms an those of the catch mechanism shown in figure DISCUSSION Muscle an tenon behaviours have been escribe here using only force velocity an force extension relationships, respectively. Not inclue are the force length relationship, activation relaxation time-course, contractile epression resulting from shortening, an tenon force extension hysteresis, all of which may limit power output in animals. Muscle shortening an loa movement have not been constraine by any mechanical arrangement, as may be the case uring animal movement. The simplicity of our moel reveals the funamental principles unerlying the mechanical interactions between muscle, tenon an loas, but it remains to be iscusse whether actual muscles, subject to the above aitional constraints, coul make use of the mechanism for power amplification. How far oes a muscle have to shorten to achieve the maximum velocity of the loa with a contraction giving the greatest possible power output? Is this shortening within the range permitte by the force length relationship? Is the time of muscle action sufficient to allow for its full activation? These questions are best aresse by consiering a imensione example. The human triceps surae muscle group can generate a maximal static moment of ca. Nm aroun the ankle an shorten at a maximal velocity of ca. 8 ra s 1 (Bobbert & Van Ingen Schenau 199). These values are Proc. R. Soc. Lon. B (3)

6 1498 A. Galantis an R. C. Wolege Power output of an MTC equivalent to 4 N an.4 m s 1 in line with the muscle, using an Achilles tenon moment arm of ca..5 m (Fukunaga et al. 1996). An estimate of the Achilles tenon stiffness (1 Nm 1 ) can be obtaine from fig. 6 in Kurokawa et al. (1). Using these parameter values the optimal mass for power amplification ( = 1) is ca. 8 kg applie irectly at the muscle. The optimal mass at the foot assuming a lever ratio of four from the Achilles tenon is ca. 5 kg, i.e. not far from the average boy mass. The fascicle shortening require to achieve maximal power is ca..4 m. The resting fibre length in the human triceps surae muscle seems to range from.35 to.75 m (Maganaris et al. 1998). It woul therefore be possible for the triceps surae, when oppose by an inertial loa, to be use in a way in which power amplification woul be effective, an not far from the optimum, although perhaps peak power elivery may be constraine by the imensions of the fibres. For optimum loaing the peak power woul be reache two normalize time units after muscle activation, which in this example correspons to ca. 17 ms, which is a similar interval to that reporte for the human push off using the triceps surae muscles (Kawakami et al. ). It has been shown that the most important eterminant of the imensionless behaviour of an MTC acting against an inertial loa, an, as a result, of the maximum power that can be elivere to that loa, is the imensionless inertial loa,. Its value epens not only on the magnitue of the inertia, but also on the muscle an spring properties in the way shown in table 1 for linear-motion loa. For rotational-motion loa the lever ratio is also involve in the way shown in 3b. This result has implications for normalizing loas use uring experiments. It is common to express the gravitational loa relative to the muscle s maximum isometric force. However, expressing the loa in imensionless terms must also inclue normalization of its inertial component relative to the muscle, spring an lever characteristics of the system. A.G. thanks Our Father, an the MRC for his PhD stuentship. REFERENCES Aerts, P Vertical jumping in Galago senegalensis: the quest for an obligate mechanical power amplifier. Phil. Trans. R. Soc. Lon. B 353, (DOI 1.198/ rstb ) Bennett-Clark, H. C The energetics of the jump of the locust Schistocerca gregaria. J. Exp. Biol. 63, Bobbert, M. F. & Van Ingen Schenau, G. J. 199 Isokinetic plantar flexion: experimental results an moel calculations. J. Biomech. 3, Calwell, G. E Tenon elasticity an relative length: effects on the Hill two-component muscle moel. J. Appl. Biomech. 11, 1 4. Fukunaga, T., Roy, R. R., Shellock, F. G., Hogson, J. A. & Egerton, V. R Specific tension of human plantar flexors an orsiflexors. J. Appl. Physiol. 8, Kawakami, Y., Muraoka, T., Ito, S., Kanehisa, H. & Fukunaga, T. In vivo muscle fibre behaviour uring countermovement exercise in humans reveals a significant role for tenon elasticity. J. Physiol. 54, Kurokawa, S., Fukunaga, T. & Fukashiro, S. 1 Behaviour of fascicles an teninous structures of human gastrocnemius uring vertical jumping. J. Appl. Physiol. 9, McMahon, T. A. & Bonner, J. T On size an life. New York: Scientific American Books Inc. Maganaris, C. N., Baltzopoulos, V. & Sargeant, A. J In vivo measurements of the triceps surae complex architecture in man: implications for muscle function. J. Physiol. 51, Marsh, R. L How o muscles eal with real-worl loas: the influence of length trajectory on muscle performance. J. Exp. Biol., Peplowski, M. M. & Marsh, R. L Work an power output in the hinlimb muscles of the Cuban tree frogs Osteopilus septentrionalis uring jumping. J. Exp. Biol., Wilkie, D. R. 195 The relation between force an velocity in human muscle. J. Physiol. 11, Wolege, R. C., Curtin, N. A. & Homsher, E Energetic aspects of muscle contraction. Monographs of the Physiological Society, no. 41. Lonon: Acaemic Press. Proc. R. Soc. Lon. B (3)

The Principle of Least Action

The Principle of Least Action Chapter 7. The Principle of Least Action 7.1 Force Methos vs. Energy Methos We have so far stuie two istinct ways of analyzing physics problems: force methos, basically consisting of the application of

More information

Diagonalization of Matrices Dr. E. Jacobs

Diagonalization of Matrices Dr. E. Jacobs Diagonalization of Matrices Dr. E. Jacobs One of the very interesting lessons in this course is how certain algebraic techniques can be use to solve ifferential equations. The purpose of these notes is

More information

19 Eigenvalues, Eigenvectors, Ordinary Differential Equations, and Control

19 Eigenvalues, Eigenvectors, Ordinary Differential Equations, and Control 19 Eigenvalues, Eigenvectors, Orinary Differential Equations, an Control This section introuces eigenvalues an eigenvectors of a matrix, an iscusses the role of the eigenvalues in etermining the behavior

More information

Chapter 2 Lagrangian Modeling

Chapter 2 Lagrangian Modeling Chapter 2 Lagrangian Moeling The basic laws of physics are use to moel every system whether it is electrical, mechanical, hyraulic, or any other energy omain. In mechanics, Newton s laws of motion provie

More information

The derivative of a function f(x) is another function, defined in terms of a limiting expression: f(x + δx) f(x)

The derivative of a function f(x) is another function, defined in terms of a limiting expression: f(x + δx) f(x) Y. D. Chong (2016) MH2801: Complex Methos for the Sciences 1. Derivatives The erivative of a function f(x) is another function, efine in terms of a limiting expression: f (x) f (x) lim x δx 0 f(x + δx)

More information

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments Problem F U L W D g m 3 2 s 2 0 0 0 0 2 kg 0 0 0 0 0 0 Table : Dimension matrix TMA 495 Matematisk moellering Exam Tuesay December 6, 2008 09:00 3:00 Problems an solution with aitional comments The necessary

More information

Angles-Only Orbit Determination Copyright 2006 Michel Santos Page 1

Angles-Only Orbit Determination Copyright 2006 Michel Santos Page 1 Angles-Only Orbit Determination Copyright 6 Michel Santos Page 1 Abstract This ocument presents a re-erivation of the Gauss an Laplace Angles-Only Methos for Initial Orbit Determination. It keeps close

More information

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21 Large amping in a structural material may be either esirable or unesirable, epening on the engineering application at han. For example, amping is a esirable property to the esigner concerne with limiting

More information

Vectors in two dimensions

Vectors in two dimensions Vectors in two imensions Until now, we have been working in one imension only The main reason for this is to become familiar with the main physical ieas like Newton s secon law, without the aitional complication

More information

Transmission Line Matrix (TLM) network analogues of reversible trapping processes Part B: scaling and consistency

Transmission Line Matrix (TLM) network analogues of reversible trapping processes Part B: scaling and consistency Transmission Line Matrix (TLM network analogues of reversible trapping processes Part B: scaling an consistency Donar e Cogan * ANC Eucation, 308-310.A. De Mel Mawatha, Colombo 3, Sri Lanka * onarecogan@gmail.com

More information

Math 1271 Solutions for Fall 2005 Final Exam

Math 1271 Solutions for Fall 2005 Final Exam Math 7 Solutions for Fall 5 Final Eam ) Since the equation + y = e y cannot be rearrange algebraically in orer to write y as an eplicit function of, we must instea ifferentiate this relation implicitly

More information

Table of Common Derivatives By David Abraham

Table of Common Derivatives By David Abraham Prouct an Quotient Rules: Table of Common Derivatives By Davi Abraham [ f ( g( ] = [ f ( ] g( + f ( [ g( ] f ( = g( [ f ( ] g( g( f ( [ g( ] Trigonometric Functions: sin( = cos( cos( = sin( tan( = sec

More information

Numerical Integrator. Graphics

Numerical Integrator. Graphics 1 Introuction CS229 Dynamics Hanout The question of the week is how owe write a ynamic simulator for particles, rigi boies, or an articulate character such as a human figure?" In their SIGGRPH course notes,

More information

Lagrangian and Hamiltonian Mechanics

Lagrangian and Hamiltonian Mechanics Lagrangian an Hamiltonian Mechanics.G. Simpson, Ph.. epartment of Physical Sciences an Engineering Prince George s Community College ecember 5, 007 Introuction In this course we have been stuying classical

More information

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs Lectures - Week 10 Introuction to Orinary Differential Equations (ODES) First Orer Linear ODEs When stuying ODEs we are consiering functions of one inepenent variable, e.g., f(x), where x is the inepenent

More information

6. Friction and viscosity in gasses

6. Friction and viscosity in gasses IR2 6. Friction an viscosity in gasses 6.1 Introuction Similar to fluis, also for laminar flowing gases Newtons s friction law hols true (see experiment IR1). Using Newton s law the viscosity of air uner

More information

A simple model for the small-strain behaviour of soils

A simple model for the small-strain behaviour of soils A simple moel for the small-strain behaviour of soils José Jorge Naer Department of Structural an Geotechnical ngineering, Polytechnic School, University of São Paulo 05508-900, São Paulo, Brazil, e-mail:

More information

1. The electron volt is a measure of (A) charge (B) energy (C) impulse (D) momentum (E) velocity

1. The electron volt is a measure of (A) charge (B) energy (C) impulse (D) momentum (E) velocity AP Physics Multiple Choice Practice Electrostatics 1. The electron volt is a measure of (A) charge (B) energy (C) impulse (D) momentum (E) velocity. A soli conucting sphere is given a positive charge Q.

More information

State-Space Model for a Multi-Machine System

State-Space Model for a Multi-Machine System State-Space Moel for a Multi-Machine System These notes parallel section.4 in the text. We are ealing with classically moele machines (IEEE Type.), constant impeance loas, an a network reuce to its internal

More information

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1 Assignment 1 Golstein 1.4 The equations of motion for the rolling isk are special cases of general linear ifferential equations of constraint of the form g i (x 1,..., x n x i = 0. i=1 A constraint conition

More information

Implicit Differentiation

Implicit Differentiation Implicit Differentiation Thus far, the functions we have been concerne with have been efine explicitly. A function is efine explicitly if the output is given irectly in terms of the input. For instance,

More information

AN INTRODUCTION TO AIRCRAFT WING FLUTTER Revision A

AN INTRODUCTION TO AIRCRAFT WING FLUTTER Revision A AN INTRODUCTION TO AIRCRAFT WIN FLUTTER Revision A By Tom Irvine Email: tomirvine@aol.com January 8, 000 Introuction Certain aircraft wings have experience violent oscillations uring high spee flight.

More information

Homework 7 Due 18 November at 6:00 pm

Homework 7 Due 18 November at 6:00 pm Homework 7 Due 18 November at 6:00 pm 1. Maxwell s Equations Quasi-statics o a An air core, N turn, cylinrical solenoi of length an raius a, carries a current I Io cos t. a. Using Ampere s Law, etermine

More information

Linear First-Order Equations

Linear First-Order Equations 5 Linear First-Orer Equations Linear first-orer ifferential equations make up another important class of ifferential equations that commonly arise in applications an are relatively easy to solve (in theory)

More information

Analytic Scaling Formulas for Crossed Laser Acceleration in Vacuum

Analytic Scaling Formulas for Crossed Laser Acceleration in Vacuum October 6, 4 ARDB Note Analytic Scaling Formulas for Crosse Laser Acceleration in Vacuum Robert J. Noble Stanfor Linear Accelerator Center, Stanfor University 575 San Hill Roa, Menlo Park, California 945

More information

Role of parameters in the stochastic dynamics of a stick-slip oscillator

Role of parameters in the stochastic dynamics of a stick-slip oscillator Proceeing Series of the Brazilian Society of Applie an Computational Mathematics, v. 6, n. 1, 218. Trabalho apresentao no XXXVII CNMAC, S.J. os Campos - SP, 217. Proceeing Series of the Brazilian Society

More information

Applications of First Order Equations

Applications of First Order Equations Applications of First Orer Equations Viscous Friction Consier a small mass that has been roppe into a thin vertical tube of viscous flui lie oil. The mass falls, ue to the force of gravity, but falls more

More information

Thermal conductivity of graded composites: Numerical simulations and an effective medium approximation

Thermal conductivity of graded composites: Numerical simulations and an effective medium approximation JOURNAL OF MATERIALS SCIENCE 34 (999)5497 5503 Thermal conuctivity of grae composites: Numerical simulations an an effective meium approximation P. M. HUI Department of Physics, The Chinese University

More information

Math 342 Partial Differential Equations «Viktor Grigoryan

Math 342 Partial Differential Equations «Viktor Grigoryan Math 342 Partial Differential Equations «Viktor Grigoryan 6 Wave equation: solution In this lecture we will solve the wave equation on the entire real line x R. This correspons to a string of infinite

More information

2Algebraic ONLINE PAGE PROOFS. foundations

2Algebraic ONLINE PAGE PROOFS. foundations Algebraic founations. Kick off with CAS. Algebraic skills.3 Pascal s triangle an binomial expansions.4 The binomial theorem.5 Sets of real numbers.6 Surs.7 Review . Kick off with CAS Playing lotto Using

More information

JUST THE MATHS UNIT NUMBER DIFFERENTIATION 2 (Rates of change) A.J.Hobson

JUST THE MATHS UNIT NUMBER DIFFERENTIATION 2 (Rates of change) A.J.Hobson JUST THE MATHS UNIT NUMBER 10.2 DIFFERENTIATION 2 (Rates of change) by A.J.Hobson 10.2.1 Introuction 10.2.2 Average rates of change 10.2.3 Instantaneous rates of change 10.2.4 Derivatives 10.2.5 Exercises

More information

Chapter 6: Energy-Momentum Tensors

Chapter 6: Energy-Momentum Tensors 49 Chapter 6: Energy-Momentum Tensors This chapter outlines the general theory of energy an momentum conservation in terms of energy-momentum tensors, then applies these ieas to the case of Bohm's moel.

More information

Time-of-Arrival Estimation in Non-Line-Of-Sight Environments

Time-of-Arrival Estimation in Non-Line-Of-Sight Environments 2 Conference on Information Sciences an Systems, The Johns Hopkins University, March 2, 2 Time-of-Arrival Estimation in Non-Line-Of-Sight Environments Sinan Gezici, Hisashi Kobayashi an H. Vincent Poor

More information

Qubit channels that achieve capacity with two states

Qubit channels that achieve capacity with two states Qubit channels that achieve capacity with two states Dominic W. Berry Department of Physics, The University of Queenslan, Brisbane, Queenslan 4072, Australia Receive 22 December 2004; publishe 22 March

More information

Physics 2212 K Quiz #2 Solutions Summer 2016

Physics 2212 K Quiz #2 Solutions Summer 2016 Physics 1 K Quiz # Solutions Summer 016 I. (18 points) A positron has the same mass as an electron, but has opposite charge. Consier a positron an an electron at rest, separate by a istance = 1.0 nm. What

More information

6 Wave equation in spherical polar coordinates

6 Wave equation in spherical polar coordinates 6 Wave equation in spherical polar coorinates We now look at solving problems involving the Laplacian in spherical polar coorinates. The angular epenence of the solutions will be escribe by spherical harmonics.

More information

ECE 422 Power System Operations & Planning 7 Transient Stability

ECE 422 Power System Operations & Planning 7 Transient Stability ECE 4 Power System Operations & Planning 7 Transient Stability Spring 5 Instructor: Kai Sun References Saaat s Chapter.5 ~. EPRI Tutorial s Chapter 7 Kunur s Chapter 3 Transient Stability The ability of

More information

2.25 m. (a) Using Newton s laws of motion, explain why the student can gain an initial speed to leave the ground vertically.

2.25 m. (a) Using Newton s laws of motion, explain why the student can gain an initial speed to leave the ground vertically. NAME : F.5 ( ) MARS: /70 FORM FIVE PHYSICS TEST on MECHANICS Time Allowe: 70 minutes This test consists of two sections: Section A (structure type questions, 50 marks); Section B (multiple choice, 20 marks)

More information

RFSS: Lecture 4 Alpha Decay

RFSS: Lecture 4 Alpha Decay RFSS: Lecture 4 Alpha Decay Reaings Nuclear an Raiochemistry: Chapter 3 Moern Nuclear Chemistry: Chapter 7 Energetics of Alpha Decay Geiger Nuttall base theory Theory of Alpha Decay Hinrance Factors Different

More information

05 The Continuum Limit and the Wave Equation

05 The Continuum Limit and the Wave Equation Utah State University DigitalCommons@USU Founations of Wave Phenomena Physics, Department of 1-1-2004 05 The Continuum Limit an the Wave Equation Charles G. Torre Department of Physics, Utah State University,

More information

THE ACCURATE ELEMENT METHOD: A NEW PARADIGM FOR NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS

THE ACCURATE ELEMENT METHOD: A NEW PARADIGM FOR NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS THE PUBISHING HOUSE PROCEEDINGS O THE ROMANIAN ACADEMY, Series A, O THE ROMANIAN ACADEMY Volume, Number /, pp. 6 THE ACCURATE EEMENT METHOD: A NEW PARADIGM OR NUMERICA SOUTION O ORDINARY DIERENTIA EQUATIONS

More information

UNDERSTANDING INTEGRATION

UNDERSTANDING INTEGRATION UNDERSTANDING INTEGRATION Dear Reaer The concept of Integration, mathematically speaking, is the "Inverse" of the concept of result, the integration of, woul give us back the function f(). This, in a way,

More information

Calculus and optimization

Calculus and optimization Calculus an optimization These notes essentially correspon to mathematical appenix 2 in the text. 1 Functions of a single variable Now that we have e ne functions we turn our attention to calculus. A function

More information

Lecture 2 Lagrangian formulation of classical mechanics Mechanics

Lecture 2 Lagrangian formulation of classical mechanics Mechanics Lecture Lagrangian formulation of classical mechanics 70.00 Mechanics Principle of stationary action MATH-GA To specify a motion uniquely in classical mechanics, it suffices to give, at some time t 0,

More information

u t v t v t c a u t b a v t u t v t b a

u t v t v t c a u t b a v t u t v t b a Nonlinear Dynamical Systems In orer to iscuss nonlinear ynamical systems, we must first consier linear ynamical systems. Linear ynamical systems are just systems of linear equations like we have been stuying

More information

Fall 2016: Calculus I Final

Fall 2016: Calculus I Final Answer the questions in the spaces provie on the question sheets. If you run out of room for an answer, continue on the back of the page. NO calculators or other electronic evices, books or notes are allowe

More information

inflow outflow Part I. Regular tasks for MAE598/494 Task 1

inflow outflow Part I. Regular tasks for MAE598/494 Task 1 MAE 494/598, Fall 2016 Project #1 (Regular tasks = 20 points) Har copy of report is ue at the start of class on the ue ate. The rules on collaboration will be release separately. Please always follow the

More information

II. First variation of functionals

II. First variation of functionals II. First variation of functionals The erivative of a function being zero is a necessary conition for the etremum of that function in orinary calculus. Let us now tackle the question of the equivalent

More information

Separation of Variables

Separation of Variables Physics 342 Lecture 1 Separation of Variables Lecture 1 Physics 342 Quantum Mechanics I Monay, January 25th, 2010 There are three basic mathematical tools we nee, an then we can begin working on the physical

More information

AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD. Mathcad Release 14. Khyruddin Akbar Ansari, Ph.D., P.E.

AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD. Mathcad Release 14. Khyruddin Akbar Ansari, Ph.D., P.E. AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD Mathca Release 14 Khyruin Akbar Ansari, Ph.D., P.E. Professor of Mechanical Engineering School of Engineering an Applie Science Gonzaga University SDC

More information

THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE

THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE Journal of Soun an Vibration (1996) 191(3), 397 414 THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE E. M. WEINSTEIN Galaxy Scientific Corporation, 2500 English Creek

More information

The Exact Form and General Integrating Factors

The Exact Form and General Integrating Factors 7 The Exact Form an General Integrating Factors In the previous chapters, we ve seen how separable an linear ifferential equations can be solve using methos for converting them to forms that can be easily

More information

Final Exam Study Guide and Practice Problems Solutions

Final Exam Study Guide and Practice Problems Solutions Final Exam Stuy Guie an Practice Problems Solutions Note: These problems are just some of the types of problems that might appear on the exam. However, to fully prepare for the exam, in aition to making

More information

Tutorial Test 5 2D welding robot

Tutorial Test 5 2D welding robot Tutorial Test 5 D weling robot Phys 70: Planar rigi boy ynamics The problem statement is appene at the en of the reference solution. June 19, 015 Begin: 10:00 am En: 11:30 am Duration: 90 min Solution.

More information

arxiv:physics/ v4 [physics.class-ph] 9 Jul 1999

arxiv:physics/ v4 [physics.class-ph] 9 Jul 1999 AIAA-99-2144 PROPULSION THROUGH ELECTROMAGNETIC SELF-SUSTAINED ACCELERATION arxiv:physics/9906059v4 [physics.class-ph] 9 Jul 1999 Abstract As is known the repulsion of the volume elements of an uniformly

More information

Introduction to the Vlasov-Poisson system

Introduction to the Vlasov-Poisson system Introuction to the Vlasov-Poisson system Simone Calogero 1 The Vlasov equation Consier a particle with mass m > 0. Let x(t) R 3 enote the position of the particle at time t R an v(t) = ẋ(t) = x(t)/t its

More information

Static Equilibrium. Theory: The conditions for the mechanical equilibrium of a rigid body are (a) (b)

Static Equilibrium. Theory: The conditions for the mechanical equilibrium of a rigid body are (a) (b) LPC Physics A 00 Las Positas College, Physics Department Staff Purpose: To etermine that, for a boy in equilibrium, the following are true: The sum of the torques about any point is zero The sum of forces

More information

Unit #6 - Families of Functions, Taylor Polynomials, l Hopital s Rule

Unit #6 - Families of Functions, Taylor Polynomials, l Hopital s Rule Unit # - Families of Functions, Taylor Polynomials, l Hopital s Rule Some problems an solutions selecte or aapte from Hughes-Hallett Calculus. Critical Points. Consier the function f) = 54 +. b) a) Fin

More information

d dx But have you ever seen a derivation of these results? We ll prove the first result below. cos h 1

d dx But have you ever seen a derivation of these results? We ll prove the first result below. cos h 1 Lecture 5 Some ifferentiation rules Trigonometric functions (Relevant section from Stewart, Seventh Eition: Section 3.3) You all know that sin = cos cos = sin. () But have you ever seen a erivation of

More information

APPROXIMATE SOLUTION FOR TRANSIENT HEAT TRANSFER IN STATIC TURBULENT HE II. B. Baudouy. CEA/Saclay, DSM/DAPNIA/STCM Gif-sur-Yvette Cedex, France

APPROXIMATE SOLUTION FOR TRANSIENT HEAT TRANSFER IN STATIC TURBULENT HE II. B. Baudouy. CEA/Saclay, DSM/DAPNIA/STCM Gif-sur-Yvette Cedex, France APPROXIMAE SOLUION FOR RANSIEN HEA RANSFER IN SAIC URBULEN HE II B. Bauouy CEA/Saclay, DSM/DAPNIA/SCM 91191 Gif-sur-Yvette Ceex, France ABSRAC Analytical solution in one imension of the heat iffusion equation

More information

Conservation laws a simple application to the telegraph equation

Conservation laws a simple application to the telegraph equation J Comput Electron 2008 7: 47 51 DOI 10.1007/s10825-008-0250-2 Conservation laws a simple application to the telegraph equation Uwe Norbrock Reinhol Kienzler Publishe online: 1 May 2008 Springer Scienceusiness

More information

Statics. There are four fundamental quantities which occur in mechanics:

Statics. There are four fundamental quantities which occur in mechanics: Statics Mechanics isabranchofphysicsinwhichwestuythestate of rest or motion of boies subject to the action of forces. It can be ivie into two logical parts: statics, where we investigate the equilibrium

More information

Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing

Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing Course Project for CDS 05 - Geometric Mechanics John M. Carson III California Institute of Technology June

More information

The effect of nonvertical shear on turbulence in a stably stratified medium

The effect of nonvertical shear on turbulence in a stably stratified medium The effect of nonvertical shear on turbulence in a stably stratifie meium Frank G. Jacobitz an Sutanu Sarkar Citation: Physics of Fluis (1994-present) 10, 1158 (1998); oi: 10.1063/1.869640 View online:

More information

ELEC3114 Control Systems 1

ELEC3114 Control Systems 1 ELEC34 Control Systems Linear Systems - Moelling - Some Issues Session 2, 2007 Introuction Linear systems may be represente in a number of ifferent ways. Figure shows the relationship between various representations.

More information

MATH2231-Differentiation (2)

MATH2231-Differentiation (2) -Differentiation () The Beginnings of Calculus The prime occasion from which arose my iscovery of the metho of the Characteristic Triangle, an other things of the same sort, happene at a time when I ha

More information

Polynomial Inclusion Functions

Polynomial Inclusion Functions Polynomial Inclusion Functions E. e Weert, E. van Kampen, Q. P. Chu, an J. A. Muler Delft University of Technology, Faculty of Aerospace Engineering, Control an Simulation Division E.eWeert@TUDelft.nl

More information

AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD. Mathcad Release 13. Khyruddin Akbar Ansari, Ph.D., P.E.

AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD. Mathcad Release 13. Khyruddin Akbar Ansari, Ph.D., P.E. AN INTRODUCTION TO NUMERICAL METHODS USING MATHCAD Mathca Release 13 Khyruin Akbar Ansari, Ph.D., P.E. Professor of Mechanical Engineering School of Engineering Gonzaga University SDC PUBLICATIONS Schroff

More information

Schrödinger s equation.

Schrödinger s equation. Physics 342 Lecture 5 Schröinger s Equation Lecture 5 Physics 342 Quantum Mechanics I Wenesay, February 3r, 2010 Toay we iscuss Schröinger s equation an show that it supports the basic interpretation of

More information

Placement and tuning of resonance dampers on footbridges

Placement and tuning of resonance dampers on footbridges Downloae from orbit.tu.k on: Jan 17, 19 Placement an tuning of resonance ampers on footbriges Krenk, Steen; Brønen, Aners; Kristensen, Aners Publishe in: Footbrige 5 Publication ate: 5 Document Version

More information

Calculus in the AP Physics C Course The Derivative

Calculus in the AP Physics C Course The Derivative Limits an Derivatives Calculus in the AP Physics C Course The Derivative In physics, the ieas of the rate change of a quantity (along with the slope of a tangent line) an the area uner a curve are essential.

More information

5.4 Fundamental Theorem of Calculus Calculus. Do you remember the Fundamental Theorem of Algebra? Just thought I'd ask

5.4 Fundamental Theorem of Calculus Calculus. Do you remember the Fundamental Theorem of Algebra? Just thought I'd ask 5.4 FUNDAMENTAL THEOREM OF CALCULUS Do you remember the Funamental Theorem of Algebra? Just thought I' ask The Funamental Theorem of Calculus has two parts. These two parts tie together the concept of

More information

Tutorial 1 Differentiation

Tutorial 1 Differentiation Tutorial 1 Differentiation What is Calculus? Calculus 微積分 Differential calculus Differentiation 微分 y lim 0 f f The relation of very small changes of ifferent quantities f f y y Integral calculus Integration

More information

Fundamental Laws of Motion for Particles, Material Volumes, and Control Volumes

Fundamental Laws of Motion for Particles, Material Volumes, and Control Volumes Funamental Laws of Motion for Particles, Material Volumes, an Control Volumes Ain A. Sonin Department of Mechanical Engineering Massachusetts Institute of Technology Cambrige, MA 02139, USA August 2001

More information

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations Lecture XII Abstract We introuce the Laplace equation in spherical coorinates an apply the metho of separation of variables to solve it. This will generate three linear orinary secon orer ifferential equations:

More information

Physics 2212 GJ Quiz #4 Solutions Fall 2015

Physics 2212 GJ Quiz #4 Solutions Fall 2015 Physics 2212 GJ Quiz #4 Solutions Fall 215 I. (17 points) The magnetic fiel at point P ue to a current through the wire is 5. µt into the page. The curve portion of the wire is a semicircle of raius 2.

More information

Sparse Reconstruction of Systems of Ordinary Differential Equations

Sparse Reconstruction of Systems of Ordinary Differential Equations Sparse Reconstruction of Systems of Orinary Differential Equations Manuel Mai a, Mark D. Shattuck b,c, Corey S. O Hern c,a,,e, a Department of Physics, Yale University, New Haven, Connecticut 06520, USA

More information

Hyperbolic Moment Equations Using Quadrature-Based Projection Methods

Hyperbolic Moment Equations Using Quadrature-Based Projection Methods Hyperbolic Moment Equations Using Quarature-Base Projection Methos J. Koellermeier an M. Torrilhon Department of Mathematics, RWTH Aachen University, Aachen, Germany Abstract. Kinetic equations like the

More information

4. Important theorems in quantum mechanics

4. Important theorems in quantum mechanics TFY4215 Kjemisk fysikk og kvantemekanikk - Tillegg 4 1 TILLEGG 4 4. Important theorems in quantum mechanics Before attacking three-imensional potentials in the next chapter, we shall in chapter 4 of this

More information

Chapter 11: Feedback and PID Control Theory

Chapter 11: Feedback and PID Control Theory Chapter 11: Feeback an D Control Theory Chapter 11: Feeback an D Control Theory. ntrouction Feeback is a mechanism for regulating a physical system so that it maintains a certain state. Feeback works by

More information

Goldstein Chapter 1 Exercises

Goldstein Chapter 1 Exercises Golstein Chapter 1 Exercises Michael Goo July 17, 2004 1 Exercises 11. Consier a uniform thin isk that rolls without slipping on a horizontal plane. A horizontal force is applie to the center of the isk

More information

Torque OBJECTIVE INTRODUCTION APPARATUS THEORY

Torque OBJECTIVE INTRODUCTION APPARATUS THEORY Torque OBJECTIVE To verify the rotational an translational conitions for equilibrium. To etermine the center of ravity of a rii boy (meter stick). To apply the torque concept to the etermination of an

More information

LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION

LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION The Annals of Statistics 1997, Vol. 25, No. 6, 2313 2327 LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION By Eva Riccomagno, 1 Rainer Schwabe 2 an Henry P. Wynn 1 University of Warwick, Technische

More information

Chapter 2 Derivatives

Chapter 2 Derivatives Chapter Derivatives Section. An Intuitive Introuction to Derivatives Consier a function: Slope function: Derivative, f ' For each, the slope of f is the height of f ' Where f has a horizontal tangent line,

More information

Average value of position for the anharmonic oscillator: Classical versus quantum results

Average value of position for the anharmonic oscillator: Classical versus quantum results verage value of position for the anharmonic oscillator: Classical versus quantum results R. W. Robinett Department of Physics, The Pennsylvania State University, University Park, Pennsylvania 682 Receive

More information

Generalization of the persistent random walk to dimensions greater than 1

Generalization of the persistent random walk to dimensions greater than 1 PHYSICAL REVIEW E VOLUME 58, NUMBER 6 DECEMBER 1998 Generalization of the persistent ranom walk to imensions greater than 1 Marián Boguñá, Josep M. Porrà, an Jaume Masoliver Departament e Física Fonamental,

More information

Survey Sampling. 1 Design-based Inference. Kosuke Imai Department of Politics, Princeton University. February 19, 2013

Survey Sampling. 1 Design-based Inference. Kosuke Imai Department of Politics, Princeton University. February 19, 2013 Survey Sampling Kosuke Imai Department of Politics, Princeton University February 19, 2013 Survey sampling is one of the most commonly use ata collection methos for social scientists. We begin by escribing

More information

RETROGRADE WAVES IN THE COCHLEA

RETROGRADE WAVES IN THE COCHLEA August 7, 28 18:2 WSPC - Proceeings Trim Size: 9.75in x 6.5in retro wave 1 RETROGRADE WAVES IN THE COCHLEA S. T. NEELY Boys Town National Research Hospital, Omaha, Nebraska 68131, USA E-mail: neely@boystown.org

More information

Free rotation of a rigid body 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012

Free rotation of a rigid body 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012 Free rotation of a rigi boy 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012 1 Introuction In this section, we escribe the motion of a rigi boy that is free to rotate

More information

Section 2.7 Derivatives of powers of functions

Section 2.7 Derivatives of powers of functions Section 2.7 Derivatives of powers of functions (3/19/08) Overview: In this section we iscuss the Chain Rule formula for the erivatives of composite functions that are forme by taking powers of other functions.

More information

Introduction to Markov Processes

Introduction to Markov Processes Introuction to Markov Processes Connexions moule m44014 Zzis law Gustav) Meglicki, Jr Office of the VP for Information Technology Iniana University RCS: Section-2.tex,v 1.24 2012/12/21 18:03:08 gustav

More information

Quantum Mechanics in Three Dimensions

Quantum Mechanics in Three Dimensions Physics 342 Lecture 20 Quantum Mechanics in Three Dimensions Lecture 20 Physics 342 Quantum Mechanics I Monay, March 24th, 2008 We begin our spherical solutions with the simplest possible case zero potential.

More information

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y Ph195a lecture notes, 1/3/01 Density operators for spin- 1 ensembles So far in our iscussion of spin- 1 systems, we have restricte our attention to the case of pure states an Hamiltonian evolution. Toay

More information

Efficient Macro-Micro Scale Coupled Modeling of Batteries

Efficient Macro-Micro Scale Coupled Modeling of Batteries A00 Journal of The Electrochemical Society, 15 10 A00-A008 005 0013-651/005/1510/A00/7/$7.00 The Electrochemical Society, Inc. Efficient Macro-Micro Scale Couple Moeling of Batteries Venkat. Subramanian,*,z

More information

SYNCHRONOUS SEQUENTIAL CIRCUITS

SYNCHRONOUS SEQUENTIAL CIRCUITS CHAPTER SYNCHRONOUS SEUENTIAL CIRCUITS Registers an counters, two very common synchronous sequential circuits, are introuce in this chapter. Register is a igital circuit for storing information. Contents

More information

Solution to the exam in TFY4230 STATISTICAL PHYSICS Wednesday december 1, 2010

Solution to the exam in TFY4230 STATISTICAL PHYSICS Wednesday december 1, 2010 NTNU Page of 6 Institutt for fysikk Fakultet for fysikk, informatikk og matematikk This solution consists of 6 pages. Solution to the exam in TFY423 STATISTICAL PHYSICS Wenesay ecember, 2 Problem. Particles

More information

Harmonic Modelling of Thyristor Bridges using a Simplified Time Domain Method

Harmonic Modelling of Thyristor Bridges using a Simplified Time Domain Method 1 Harmonic Moelling of Thyristor Briges using a Simplifie Time Domain Metho P. W. Lehn, Senior Member IEEE, an G. Ebner Abstract The paper presents time omain methos for harmonic analysis of a 6-pulse

More information

ARCH 614 Note Set 5 S2012abn. Moments & Supports

ARCH 614 Note Set 5 S2012abn. Moments & Supports RCH 614 Note Set 5 S2012abn Moments & Supports Notation: = perpenicular istance to a force from a point = name for force vectors or magnitue of a force, as is P, Q, R x = force component in the x irection

More information

1 dx. where is a large constant, i.e., 1, (7.6) and Px is of the order of unity. Indeed, if px is given by (7.5), the inequality (7.

1 dx. where is a large constant, i.e., 1, (7.6) and Px is of the order of unity. Indeed, if px is given by (7.5), the inequality (7. Lectures Nine an Ten The WKB Approximation The WKB metho is a powerful tool to obtain solutions for many physical problems It is generally applicable to problems of wave propagation in which the frequency

More information

Quantum mechanical approaches to the virial

Quantum mechanical approaches to the virial Quantum mechanical approaches to the virial S.LeBohec Department of Physics an Astronomy, University of Utah, Salt Lae City, UT 84112, USA Date: June 30 th 2015 In this note, we approach the virial from

More information