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Mechanics. Cartesian Coordinates Normal space has three coordinates. x 1, x 2, x 3 Replace x, y, z Usual right-handed system A vector can be expressed.

Dec 20, 2015

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Page 1: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Mechanics

Page 2: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Cartesian Coordinates

Normal space has three coordinates.

x1, x2, x3

Replace x, y, z Usual right-handed system

A vector can be expressed in coordinates, or from a basis.

Unit vectors form a basis x1

x2

x3

1e

ii

ii

i exexexexexr

3

13

32

21

1

),,( 321 xxxr

Summation convention

r

Page 3: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Cartesian Algebra

Vector algebra requires vector multiplication.

Wedge product Usual 3D cross product

The dot product gives a scalar from Cartesian vectors.

Kronecker delta: ij = 1, i = j

ij = 0, i ≠ j

Permutation epsilon: ijk = 0, any i, j, k the same

ijk = 1, if i, j, k an even permutation of 1, 2, 3

ijk = -1, if i, j, k an odd permutation of 1, 2, 3

kjiijk ebaba

jlimjmilklmijk iibaba

Page 4: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Coordinate Transformation

A vector can be described by many Cartesian coordinate systems.

Transform from one system to another

Transformation matrix M

x1

x2

x3

jij

i xMx

iij

j xMx 1x

2x

3x

A physical property that transforms A physical property that transforms like this is a Cartesian vector.like this is a Cartesian vector.

Page 5: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Systems

A system of particles has f = 3N coordinates.

Each Cartesian coordinate has two indices: xil

i =1 of N particles l =1 of 3 coordinate indices

A set of generalized coordinates can be used to replace the Cartesian coordinates. qm = qm(x1

1,…, xN3, t)

xil = xi

l(q1, …, qf, t) Generalized coordinates need not be distances

Page 6: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

General Transformation

Coordinate transformations can be expressed for small changes.

The partial derivatives can be expressed as a transformation matrix.

Jacobian matrix

A non-zero determinant of the transformation matrix guarantees an inverse transformation.

mm

lil

i qq

xx

lil

i

mm x

x

qq

0

m

li

q

x

m

li

q

xJ

Page 7: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Generalized Velocity

Velocity is considered independent of position.

Differentials dqm do not depend on qm

The complete derivative may be time dependent.

A general rule allows the cancellation of time in the partial derivative.

The total kinetic energy comes from a sum over velocities.

t

xq

q

xx

lim

m

lil

i

mm

lil

i qq

xx

m

li

m

li

q

x

q

x

time fixed

time varying

general identity

j

jj qmT 2

21 )(

Page 8: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Generalized Force

Conservative force derives from a potential V.

Generalized force derives from the same potential.

i

m

li

li

m q

x

x

VQ

li

ilx

VF

i

m

li

ilm q

xFQ

mm q

VQ

Page 9: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Lagrangian

A purely conservative force depends only on position.

Zero velocity derivatives Non-conservative forces kept

separately

A Lagrangian function is defined: L = T V.

The Euler-Lagrange equations express Newton’s laws of motion.

mmmm q

VQ

q

T

q

T

dt

d

0

mmmm q

V

q

T

q

V

dt

d

q

T

dt

d

0)()(

mm q

VT

q

VT

dt

d

0

mm q

L

q

L

dt

d

Page 10: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Generalized Momentum

The generalized momentum is defined from the Lagrangian.

The Euler-Lagrange equations can be written in terms of p.

The Jacobian integral E is used to define the Hamiltonian.

Constant when time not explicit

jjj

j q

Lqqp

),(

jjj q

L

q

L

dt

dp

Lqq

LE j

j

LqpLqq

LH j

jj

j

Page 11: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Canonical Equations

The independence from velocity defines a new function. The Hamiltonian functional H(q, p, t)

These are Hamilton’s canonical conjugate equations.

dt

dq

p

H j

j

dt

dp

q

H j

j

t

L

t

H

LqpH jj

Page 12: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Space Trajectory

Motion along a trajectory is described by position and momentum.

Position uses an origin References the trajectory

Momentum points along the trajectory.

Tangent to the trajectory

The two vectors describe the motion with 6 coordinates.

Can be generalized

x1

x2

x3

p

r

Page 13: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Phase Trajectory

Ellipse for simple harmonic Spiral for damped harmonic

q

p

Undamped

Damped

The generalized position and momentum are conjugate variables.

6N-dimensional -space

A trajectory is the intersection of 6N-1 constraints.

The product of the conjugate variables is a phase space volume.

Equivalent to action jj pqS

Page 14: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Pendulum Space

The trajectory of a pendulum is on a circle.

Configuration space Velocity tangent at each point

Together the phase space is 2-dimensional.

A tangent bundle 1-d position, 1-d velocity

V1

S1

V1

S1

Page 15: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Phase Portrait

A series of phase curves corresponding to different energies make up a phase portrait.

Velocity for Lagrangian system Momentum for Hamiltonian system

q

pq,

E < 2 E = 2

E > 2

A simple pendulum forms a series of curves.

Potential energy normalized to be 1 at horizontal

Page 16: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Phase Flow

A region of phase space will evolve over time.

Large set of points Consider conservative system

The region can be characterized by a phase space density.

dVN

2tt 1tt

q

p

jjj

dpdqdV

Page 17: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Differential Flow

jj

jj

in qdt

dpp

dt

dq

jj

j

j

j

jjj pq

p

p

q

qpq

t

The change in phase space can be viewed from the flow.

Flow in Flow out

Sum the net flow over all variables.

jj

j

jjjj

j

jj

out

qpp

pppq

q

qq

0

j j

jj

jj

jj

j p

pp

pq

qq

qt

q

p

jq

jp

jpjq

Page 18: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Liouville’s Theorem

Hamilton’s equations can be combined to simplify the phase space expression.

This gives the total time derivative of the phase space density.

Conserved over time

jj

pq

H

jj

qp

H

0

j

j

j

j

q

q

p

p

0

jj

jj

j

pp

qqt

0dt

d

Page 19: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Ergodic Hypothesis

The phase trajectories for the pendulum form closed curves in -space.

The curve consists of all points at the same energy.

A system whose phase trajectory covers all points at an energy is ergodic.

Energy defines all states of the system

Defines dynamic equilibrium

q

pq,

E < 2 E = 2

E > 2

Page 20: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Spherical Pendulum

A spherical pendulum has a spherical configuration space.

Trajectory is a closed curve

The phase space is a set of all possible velocities.

Each in a 2-d tangent plane Complete 4-d -space

The energy surface is 3-d. Phase trajectories don’t cross Don’t span the surface

S2

xV2

S2

Page 21: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Non-Ergodic Systems

The spherical pendulum is non-ergodic. A phase trajectory does not reach all energy points

Two-dimensional harmonic oscillator with commensurate periods is non-ergodic.

Many simple systems in multiple dimensions are non-ergodic. Energy is insufficient to define all states of a system.

Page 22: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Quasi-Ergodic Hypothesis

Equilibrium of the distribution of states of a system required ergodicity.

A revised definition only requires the phase trajectory to come arbitrarily close to any point at an energy.

This defines a quasi-ergodic system.

Page 23: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Quasi-Ergodic Definition

Define a phase trajectory on an energy (hyper)surface.

Point (pi, qi) on the trajectory Arbitrary point ’ on the

surface

The difference is arbitrarily small.

Zero for ergodic system

iip

),( iiii qqpp

iiq

),( iiii qqpp ),( ii qp

Page 24: Mechanics. Cartesian Coordinates Normal space has three coordinates.  x 1, x 2, x 3  Replace x, y, z  Usual right-handed system A vector can be expressed.

Coarse Grain

A probability density can be translated to a probability P.

Defined at each point Based on volume

The difference only matters if the properties are significantly different.

Relevance depends on i, i

A coarse-grain approach becomes nearly quasi-ergodic.

Integrals become sums

)(P

jjjiiii qpqpAqpA

),(),(

)(P

dqpAqpA iiii ),(),(