trochoidal wave
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fluid dynamics In physics, physical chemistry and engineering, fluid dynamics is a subdiscipline of fluid mechanics that describes the flow of fluids – liquids and gases. It has several subdisciplines, including (the study of air and other gases in motion ...
, a trochoidal wave or Gerstner wave is an exact solution of the
Euler equations In mathematics and physics, many topics are eponym, named in honor of Swiss mathematician Leonhard Euler (1707–1783), who made many important discoveries and innovations. Many of these items named after Euler include their own unique function, e ...
for periodic surface gravity waves. It describes a progressive wave of permanent form on the surface of an
incompressible fluid In fluid mechanics, or more generally continuum mechanics, incompressible flow is a flow in which the material density does not vary over time. Equivalently, the divergence of an incompressible flow velocity is zero. Under certain conditions, t ...
of infinite depth. The free surface of this wave solution is an inverted (upside-down)
trochoid In geometry, a trochoid () is a roulette curve formed by a circle rolling along a line. It is the curve traced out by a point fixed to a circle (where the point may be on, inside, or outside the circle) as it rolls along a straight line. If the ...
– with sharper crests and flat troughs. This wave solution was discovered by Gerstner in 1802, and rediscovered independently by Rankine in 1863. The flow field associated with the trochoidal wave is not
irrotational In vector calculus, a conservative vector field is a vector field that is the gradient of some function. A conservative vector field has the property that its line integral is path independent; the choice of path between two points does not chan ...
: it has
vorticity In continuum mechanics, vorticity is a pseudovector (or axial vector) field that describes the local spinning motion of a continuum near some point (the tendency of something to rotate), as would be seen by an observer located at that point an ...
. The vorticity is of such a specific strength and vertical distribution that the trajectories of the
fluid parcel In fluid dynamics, a fluid parcel, also known as a fluid element or material element, is an infinitesimal volume of fluid, identifiable throughout its dynamic history while moving with the fluid flow. As it moves, the mass of a fluid parcel rema ...
s are closed circles. This is in contrast with the usual experimental observation of Stokes drift associated with the wave motion. Also the
phase speed The phase velocity of a wave is the rate at which the wave propagates in any medium. This is the velocity at which the phase of any one frequency component of the wave travels. For such a component, any given phase of the wave (for example, ...
is independent of the trochoidal wave's
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
, unlike other nonlinear wave-theories (like those of the Stokes wave and cnoidal wave) and observations. For these reasons – as well as for the fact that solutions for finite fluid depth are lacking – trochoidal waves are of limited use for engineering applications. In
computer graphics Computer graphics deals with generating images and art with the aid of computers. Computer graphics is a core technology in digital photography, film, video games, digital art, cell phone and computer displays, and many specialized applications. ...
, the rendering of realistic-looking ocean waves can be done by use of so-called Gerstner waves. This is a multi-component and multi-directional extension of the traditional Gerstner wave, often using
fast Fourier transform A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). A Fourier transform converts a signal from its original domain (often time or space) to a representation in ...
s to make (real-time)
animation Animation is a filmmaking technique whereby still images are manipulated to create moving images. In traditional animation, images are drawn or painted by hand on transparent celluloid sheets to be photographed and exhibited on film. Animati ...
feasible.


Description of classical trochoidal wave

Using a Lagrangian specification of the flow field, the motion of fluid parcels is – for a periodic wave on the surface of a fluid layer of infinite depth: \begin X(a,b,t) &= a + \frac \sin \left( k(a+ct) \right), \\ Y(a,b,t) &= b - \frac \cos \left( k(a+ct) \right), \end where x = X(a,b,t) and y = Y(a,b,t) are the positions of the fluid parcels in the (x,y) plane at time t, with x the horizontal coordinate and y the vertical coordinate (positive upward, in the direction opposing gravity). The Lagrangian coordinates (a,b) label the fluid parcels, with (x,y)=(a,b) the centres of the circular orbits – around which the corresponding fluid parcel moves with constant
speed In kinematics, the speed (commonly referred to as ''v'') of an object is the magnitude of the change of its position over time or the magnitude of the change of its position per unit of time; it is thus a non-negative scalar quantity. Intro ...
c\,\exp(kb). Further k = 2\pi/\lambda is the
wavenumber In the physical sciences, the wavenumber (or wave number), also known as repetency, is the spatial frequency of a wave. Ordinary wavenumber is defined as the number of wave cycles divided by length; it is a physical quantity with dimension of ...
(and \lambda the
wavelength In physics and mathematics, wavelength or spatial period of a wave or periodic function is the distance over which the wave's shape repeats. In other words, it is the distance between consecutive corresponding points of the same ''phase (waves ...
), while c is the phase speed with which the wave propagates in the x-direction. The phase speed satisfies the dispersion relation: c^2 = \frac, which is independent of the wave nonlinearity (i.e. does not depend on the wave height H), and this phase speed c the same as for Airy's linear waves in deep water. The free surface is a line of constant pressure, and is found to correspond with a line b = b_s, where b_s is a (nonpositive) constant. For b_s = 0 the highest waves occur, with a
cusp A cusp is the most pointed end of a curve. It often refers to cusp (anatomy), a pointed structure on a tooth. Cusp or CUSP may also refer to: Mathematics * Cusp (singularity), a singular point of a curve * Cusp catastrophe, a branch of bifu ...
-shaped crest. Note that the highest (irrotational) Stokes wave has a crest angle of 120°, instead of the 0° for the rotational trochoidal wave. The
wave height In fluid dynamics, the wave height of a surface wave is the difference between the elevations of a crest and a neighboring trough. ''Wave height'' is a term used by mariners, as well as in coastal, ocean and naval engineering. At sea, the ...
of the trochoidal wave is H = \frac 2 k \exp(kb_s). The wave is periodic in the x-direction, with wavelength \lambda; and also periodic in time with period T = \lambda/c = \sqrt. The
vorticity In continuum mechanics, vorticity is a pseudovector (or axial vector) field that describes the local spinning motion of a continuum near some point (the tendency of something to rotate), as would be seen by an observer located at that point an ...
\varpi under the trochoidal wave is: \varpi(a,b,t) = - \frac, varying with Lagrangian elevation b and diminishing rapidly with depth below the free surface.


In computer graphics

A multi-component and multi-directional extension of the Lagrangian description of the free-surface motion – as used in Gerstner's trochoidal wave – is used in
computer graphics Computer graphics deals with generating images and art with the aid of computers. Computer graphics is a core technology in digital photography, film, video games, digital art, cell phone and computer displays, and many specialized applications. ...
for the simulation of ocean waves. For the classical Gerstner wave the fluid motion exactly satisfies the
nonlinear In mathematics and science, a nonlinear system (or a non-linear system) is a system in which the change of the output is not proportional to the change of the input. Nonlinear problems are of interest to engineers, biologists, physicists, mathe ...
,
incompressible Incompressible may refer to: * Incompressible flow, in fluid mechanics * incompressible vector field, in mathematics * Incompressible surface, in mathematics * Incompressible string, in computing {{Disambig ...
and inviscid flow equations below the free surface. However, the extended Gerstner waves do in general not satisfy these flow equations exactly (although they satisfy them approximately, i.e. for the linearised Lagrangian description by
potential flow In fluid dynamics, potential flow or irrotational flow refers to a description of a fluid flow with no vorticity in it. Such a description typically arises in the limit of vanishing viscosity, i.e., for an inviscid fluid and with no vorticity pre ...
). This description of the ocean can be programmed very efficiently by use of the
fast Fourier transform A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). A Fourier transform converts a signal from its original domain (often time or space) to a representation in ...
(FFT). Moreover, the resulting ocean waves from this process look realistic, as a result of the nonlinear deformation of the free surface (due to the Lagrangian specification of the motion): sharper crests and flatter
trough Trough may refer to: In science * Trough (geology), a long depression less steep than a trench * Trough (meteorology), an elongated region of low atmospheric pressure * Trough (physics), the lowest point on a wave * Trough level (medicine), the l ...
s. The mathematical description of the free-surface in these Gerstner waves can be as follows: the horizontal coordinates are denoted as x and z, and the vertical coordinate is y. The
mean A mean is a quantity representing the "center" of a collection of numbers and is intermediate to the extreme values of the set of numbers. There are several kinds of means (or "measures of central tendency") in mathematics, especially in statist ...
level of the free surface is at y = 0 and the positive y-direction is upward, opposing the
Earth's gravity The gravity of Earth, denoted by , is the net acceleration that is imparted to objects due to the combined effect of gravitation (from mass distribution within Earth) and the centrifugal force (from the Earth's rotation). It is a vector qu ...
of strength g. The free surface is described parametrically as a function of the parameters \alpha and \beta, as well as of time t. The parameters are connected to the mean-surface points (x,y,z) = (\alpha,0,\beta) around which the
fluid parcel In fluid dynamics, a fluid parcel, also known as a fluid element or material element, is an infinitesimal volume of fluid, identifiable throughout its dynamic history while moving with the fluid flow. As it moves, the mass of a fluid parcel rema ...
s at the wavy surface orbit. The free surface is specified through x = \xi(\alpha,\beta,t), y = \zeta(\alpha,\beta,t) and z = \eta(\alpha,\beta,t) with: \begin \xi &= \alpha - \sum_^M \frac\, \frac\, \sin\left( \theta_m \right), \\ \eta &= \beta - \sum_^M \frac\, \frac\, \sin\left( \theta_m \right), \\ \zeta &= \sum_^M a_m\, \cos\left( \theta_m \right), \\ \theta_m &= k_\, \alpha + k_\, \beta - \omega_m\, t - \phi_m, \end where \tanh is the
hyperbolic tangent In mathematics, hyperbolic functions are analogues of the ordinary trigonometric functions, but defined using the hyperbola rather than the circle. Just as the points form a circle with a unit radius, the points form the right half of the ...
function, M is the number of wave components considered, a_m is the
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
of component and \phi_m its
phase Phase or phases may refer to: Science *State of matter, or phase, one of the distinct forms in which matter can exist *Phase (matter), a region of space throughout which all physical properties are essentially uniform *Phase space, a mathematica ...
. Further k_m = \sqrt is its
wavenumber In the physical sciences, the wavenumber (or wave number), also known as repetency, is the spatial frequency of a wave. Ordinary wavenumber is defined as the number of wave cycles divided by length; it is a physical quantity with dimension of ...
and \omega_m its
angular frequency In physics, angular frequency (symbol ''ω''), also called angular speed and angular rate, is a scalar measure of the angle rate (the angle per unit time) or the temporal rate of change of the phase argument of a sinusoidal waveform or sine ...
. The latter two, k_m and \omega_m, can not be chosen independently but are related through the
dispersion relation In the physical sciences and electrical engineering, dispersion relations describe the effect of dispersion on the properties of waves in a medium. A dispersion relation relates the wavelength or wavenumber of a wave to its frequency. Given the ...
: \omega_m^2 = g\, k_m \tanh \left( k_m\, h \right), with h the mean water depth. In deep water (h\to\infty) the hyperbolic tangent goes to one: The components k_ and k_ of the horizontal wavenumber
vector Vector most often refers to: * Euclidean vector, a quantity with a magnitude and a direction * Disease vector, an agent that carries and transmits an infectious pathogen into another living organism Vector may also refer to: Mathematics a ...
\boldsymbol_m determine the wave propagation direction of component m. The choice of the various parameters a_m, k_, k_ and \phi_m for m = 1, \dots, M, and a certain mean depth h determines the form of the ocean surface. A clever choice is needed in order to exploit the possibility of fast computation by means of the FFT. See e.g. for a description how to do this. Most often, the wavenumbers are chosen on a regular grid in (k_x,k_z)-space. Thereafter, the amplitudes a_m and phases \phi_m are chosen randomly in accord with the variance-density spectrum of a certain desired sea state. Finally, by FFT, the ocean surface can be constructed in such a way that it is periodic both in space and time, enabling tiling – creating periodicity in time by slightly shifting the frequencies \omega_m such that \omega_m = m\,\Delta\omega for m = 1, \dots, M. In rendering, also the
normal vector In geometry, a normal is an object (e.g. a line, ray, or vector) that is perpendicular to a given object. For example, the normal line to a plane curve at a given point is the infinite straight line perpendicular to the tangent line to the cu ...
\boldsymbol to the surface is often needed. These can be computed using the
cross product In mathematics, the cross product or vector product (occasionally directed area product, to emphasize its geometric significance) is a binary operation on two vectors in a three-dimensional oriented Euclidean vector space (named here E), and ...
(\times) as: \boldsymbol = \frac \times \frac \quad \text \quad \boldsymbol(\alpha,\beta,t) = \begin \xi(\alpha,\beta,t) \\ \zeta(\alpha,\beta,t) \\ \eta(\alpha,\beta,t) \end. The unit normal vector then is \boldsymbol_n = \boldsymbol/\, \boldsymbol\, , with \, \boldsymbol\, the norm of \boldsymbol.


Notes


References

*. Reprinted in: ''Annalen der Physik'' 32(8), pp. 412–445, 1809. * * Originally published in 1879, the 6th extended edition appeared first in 1932. * * {{DEFAULTSORT:Trochoidal wave 1802 introductions 1802 in science Water waves Wave mechanics Physical oceanography 3D computer graphics Articles containing video clips Oceanographical terminology