{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "###### Content provided under a Creative Commons Attribution license, CC-BY 4.0; code under BSD 3-Clause license. (c)2014 Lorena A. Barba, Olivier Mesnard. Thanks: NSF for support via CAREER award #1149784." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Doublet" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Welcome to the third lesson of *AeroPython*! We created some very interesting potential flows in lessons 1 and 2, with our [Source & Sink](01_Lesson01_sourceSink.ipynb) notebook, and our [Source & Sink in a Freestream](02_Lesson02_sourceSinkFreestream.ipynb) notebook.\n", "\n", "Think about the Source & Sink again, and now imagine that you are looking at this flow pattern from very far away. The streamlines that are between the source and the sink will be very short, from this vantage point. And the other streamlines will start looking like two groups of circles, tangent at the origin. If you look from far enough away, the distance between source and sink approaches zero, and the pattern you see is called a *doublet*.\n", "\n", "Let's see what this looks like. First, load our favorite libraries." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import math\n", "import numpy\n", "from matplotlib import pyplot\n", "# embed figures into the notebook\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the previous notebook, we saw that a source-sink pair in a uniform flow can be used to represent the streamlines around a particular shape, named a Rankine oval. In this notebook, we will turn that source-sink pair into a doublet.\n", "\n", "First, consider a source of strength $\\sigma$ at $\\left(-\\frac{l}{2},0\\right)$ and a sink of opposite strength located at $\\left(\\frac{l}{2},0\\right)$. Here is a sketch to help you visualize the situation:\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The stream-function associated to the source-sink pair, evaluated at point $\\text{P}\\left(x,y\\right)$, is\n", "\n", "$$\\psi\\left(x,y\\right) = \\frac{\\sigma}{2\\pi}\\left(\\theta_1-\\theta_2\\right) = -\\frac{\\sigma}{2\\pi}\\Delta\\theta$$\n", "\n", "Let the distance $l$ between the two singularities approach zero while the strength magnitude is increasing so that the product $\\sigma l$ remains constant. In the limit, this flow pattern is a *doublet* and we define its strength by $\\kappa = \\sigma l$.\n", "\n", "The stream-function of a doublet, evaluated at point $\\text{P}\\left(x,y\\right)$, is given by\n", "\n", "$$\\psi\\left(x,y\\right) = \\lim \\limits_{l \\to 0} \\left(-\\frac{\\sigma}{2\\pi}d\\theta\\right) \\quad \\text{and} \\quad \\sigma l = \\text{constant}$$\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Considering the case where $d\\theta$ is infinitesimal, we deduce from the figure above that\n", "\n", "$$a = l\\sin\\theta$$\n", "\n", "$$b = r-l\\cos\\theta$$\n", "\n", "$$d\\theta = \\frac{a}{b} = \\frac{l\\sin\\theta}{r-l\\cos\\theta}$$\n", "\n", "so the stream function becomes\n", "\n", "$$\\psi\\left(r,\\theta\\right) = \\lim \\limits_{l \\to 0} \\left(-\\frac{\\sigma l}{2\\pi}\\frac{\\sin\\theta}{r-l\\cos\\theta}\\right) \\quad \\text{and} \\quad \\sigma l = \\text{constant}$$\n", "\n", "i.e.\n", "\n", "$$\\psi\\left(r,\\theta\\right) = -\\frac{\\kappa}{2\\pi}\\frac{\\sin\\theta}{r}$$\n", "\n", "In Cartesian coordinates, a doublet located at the origin has the stream function\n", "\n", "$$\\psi\\left(x,y\\right) = -\\frac{\\kappa}{2\\pi}\\frac{y}{x^2+y^2}$$\n", "\n", "from which we can derive the velocity components\n", "\n", "$$u\\left(x,y\\right) = \\frac{\\partial\\psi}{\\partial y} = -\\frac{\\kappa}{2\\pi}\\frac{x^2-y^2}{\\left(x^2+y^2\\right)^2}$$\n", "\n", "$$v\\left(x,y\\right) = -\\frac{\\partial\\psi}{\\partial x} = -\\frac{\\kappa}{2\\pi}\\frac{2xy}{\\left(x^2+y^2\\right)^2}$$\n", "\n", "Now we have done the math, it is time to code and visualize what the streamlines look like. We start by creating a mesh grid." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "N = 50 # Number of points in each direction\n", "x_start, x_end = -2.0, 2.0 # x-direction boundaries\n", "y_start, y_end = -1.0, 1.0 # y-direction boundaries\n", "x = numpy.linspace(x_start, x_end, N) # creates a 1D-array for x\n", "y = numpy.linspace(y_start, y_end, N) # creates a 1D-array for y\n", "X, Y = numpy.meshgrid(x, y) # generates a mesh grid" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We consider a doublet of strength $\\kappa=1.0$ located at the origin." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "kappa = 1.0 # strength of the doublet\n", "x_doublet, y_doublet = 0.0, 0.0 # location of the doublet" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As seen in the previous notebook, we play smart by defining functions to calculate the stream function and the velocity components that could be re-used if we decide to insert more than one doublet in our domain." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def get_velocity_doublet(strength, xd, yd, X, Y):\n", " \"\"\"\n", " Returns the velocity field generated by a doublet.\n", " \n", " Parameters\n", " ----------\n", " strength: float\n", " Strength of the doublet.\n", " xd: float\n", " x-coordinate of the doublet.\n", " yd: float\n", " y-coordinate of the doublet.\n", " X: 2D Numpy array of floats\n", " x-coordinate of the mesh points.\n", " Y: 2D Numpy array of floats\n", " y-coordinate of the mesh points.\n", " \n", " Returns\n", " -------\n", " u: 2D Numpy array of floats\n", " x-component of the velocity vector field.\n", " v: 2D Numpy array of floats\n", " y-component of the velocity vector field.\n", " \"\"\"\n", " u = (- strength / (2 * math.pi) *\n", " ((X - xd)**2 - (Y - yd)**2) /\n", " ((X - xd)**2 + (Y - yd)**2)**2)\n", " v = (- strength / (2 * math.pi) *\n", " 2 * (X - xd) * (Y - yd) /\n", " ((X - xd)**2 + (Y - yd)**2)**2)\n", " \n", " return u, v\n", "\n", "def get_stream_function_doublet(strength, xd, yd, X, Y):\n", " \"\"\"\n", " Returns the stream-function generated by a doublet.\n", " \n", " Parameters\n", " ----------\n", " strength: float\n", " Strength of the doublet.\n", " xd: float\n", " x-coordinate of the doublet.\n", " yd: float\n", " y-coordinate of the doublet.\n", " X: 2D Numpy array of floats\n", " x-coordinate of the mesh points.\n", " Y: 2D Numpy array of floats\n", " y-coordinate of the mesh points.\n", " \n", " Returns\n", " -------\n", " psi: 2D Numpy array of floats\n", " The stream-function.\n", " \"\"\"\n", " psi = - strength / (2 * math.pi) * (Y - yd) / ((X - xd)**2 + (Y - yd)**2)\n", " \n", " return psi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once the functions have been defined, we call them using the parameters of the doublet: its strength kappa and its location x_doublet, y_doublet." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# compute the velocity field on the mesh grid\n", "u_doublet, v_doublet = get_velocity_doublet(kappa, x_doublet, y_doublet, X, Y)\n", "\n", "# compute the stream-function on the mesh grid\n", "psi_doublet = get_stream_function_doublet(kappa, x_doublet, y_doublet, X, Y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are ready to do a nice visualization." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the streamlines\n", "width = 10\n", "height = (y_end - y_start) / (x_end - x_start) * width\n", "pyplot.figure(figsize=(width, height))\n", "pyplot.xlabel('x', fontsize=16)\n", "pyplot.ylabel('y', fontsize=16)\n", "pyplot.xlim(x_start, x_end)\n", "pyplot.ylim(y_start, y_end)\n", "pyplot.streamplot(X, Y, u_doublet, v_doublet,\n", " density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "pyplot.scatter(x_doublet, y_doublet, color='#CD2305', s=80, marker='o');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just like we imagined that the streamlines of a source-sink pair would look from very far away. What is this good for, you might ask? It does not look like any streamline pattern that has a practical use in aerodynamics. If that is what you think, you would be wrong!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Uniform flow past a doublet" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A doublet alone does not give so much information about how it can be used to represent a practical flow pattern in aerodynamics. But let's use our superposition powers: our doublet in a uniform flow turns out to be a very interesting flow pattern. Let's first define a uniform horizontal flow." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "u_inf = 1.0 # freestream speed" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Remember from our previous lessons that the Cartesian velocity components of a uniform flow in the $x$-direction are given by $u=U_\\infty$ and $v=0$. Integrating, we find the stream-function, $\\psi = U_\\infty y$.\n", "\n", "So let's calculate velocities and stream function values for all points in our grid. And as we now know, we can calculate them all together with one line of code per array." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "u_freestream = u_inf * numpy.ones((N, N), dtype=float)\n", "v_freestream = numpy.zeros((N, N), dtype=float)\n", "\n", "psi_freestream = u_inf * Y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, the stream function of the flow created by superposition of a doublet in a free stream is obtained by simple addition. Like we did before in the [Source & Sink in a Freestream](02_Lesson02_sourceSinkFreestream.ipynb) notebook, we find the *dividing streamline* and plot it separately in red. \n", "\n", "The plot shows that this pattern can represent the flow around a cylinder with center at the location of the doublet. All the streamlines remaining outside the cylinder originated from the uniform flow. All the streamlines inside the cylinder can be ignored and this area assumed to be a solid object. This will turn out to be more useful than you may think." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# superposition of the doublet on the freestream flow\n", "u = u_freestream + u_doublet\n", "v = v_freestream + v_doublet\n", "psi = psi_freestream + psi_doublet\n", "\n", "# plot the streamlines\n", "width = 10\n", "height = (y_end - y_start) / (x_end - x_start) * width\n", "pyplot.figure(figsize=(width, height))\n", "pyplot.xlabel('x', fontsize=16)\n", "pyplot.ylabel('y', fontsize=16)\n", "pyplot.xlim(x_start, x_end)\n", "pyplot.ylim(y_start, y_end)\n", "pyplot.streamplot(X, Y, u, v,\n", " density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "pyplot.contour(X, Y, psi,\n", " levels=[0.], colors='#CD2305', linewidths=2, linestyles='solid')\n", "pyplot.scatter(x_doublet, y_doublet, color='#CD2305', s=80, marker='o')\n", "\n", "# calculate the stagnation points\n", "x_stagn1, y_stagn1 = +math.sqrt(kappa / (2 * math.pi * u_inf)), 0.0\n", "x_stagn2, y_stagn2 = -math.sqrt(kappa / (2 * math.pi * u_inf)), 0.0\n", "\n", "# display the stagnation points\n", "pyplot.scatter([x_stagn1, x_stagn2], [y_stagn1, y_stagn2],\n", " color='g', s=80, marker='o');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Challenge question" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What is the radius of the circular cylinder created when a doublet of strength $\\kappa$ is added to a uniform flow $U_\\infty$ in the $x$-direction?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Challenge task" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You have the streamfunction of the doublet in cylindrical coordinates above. Add the streamfunction of the free stream in those coordinates, and study it. You will see that $\\psi=0$ at $r=a$ for all values of $\\theta$. The line $\\psi=0$ represents the circular cylinder of radius $a$. Now write the velocity components in cylindrical coordinates, find the speed of the flow at the surface. What does this tell you?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bernoulli's equation and the pressure coefficient" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A very useful measurement of a flow around a body is the *coefficient of pressure* $C_p$. To evaluate the pressure coefficient, we apply *Bernoulli's equation* for ideal flow, which says that along a streamline we can apply the following between two points:\n", "\n", "$$p_\\infty + \\frac{1}{2}\\rho U_\\infty^2 = p + \\frac{1}{2}\\rho U^2$$\n", "\n", "We define the pressure coefficient as the ratio between the pressure difference with the free stream, and the dynamic pressure:\n", "\n", "$$C_p = \\frac{p-p_\\infty}{\\frac{1}{2}\\rho U_\\infty^2}$$\n", "\n", "i.e.,\n", "\n", "$$C_p = 1 - \\left(\\frac{U}{U_\\infty}\\right)^2$$\n", "\n", "In an incompressible flow, $C_p=1$ at a stagnation point. Let's plot the pressure coefficient in the whole domain." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compute the pressure coefficient field\n", "cp = 1.0 - (u**2 + v**2) / u_inf**2\n", "\n", "# plot the pressure coefficient field\n", "width = 10\n", "height = (y_end - y_start) / (x_end - x_start) * width\n", "pyplot.figure(figsize=(1.1 * width, height))\n", "pyplot.xlabel('x', fontsize=16)\n", "pyplot.ylabel('y', fontsize=16)\n", "pyplot.xlim(x_start, x_end)\n", "pyplot.ylim(y_start, y_end)\n", "contf = pyplot.contourf(X, Y, cp,\n", " levels=numpy.linspace(-2.0, 1.0, 100), extend='both')\n", "cbar = pyplot.colorbar(contf)\n", "cbar.set_label('$C_p$', fontsize=16)\n", "cbar.set_ticks([-2.0, -1.0, 0.0, 1.0])\n", "pyplot.scatter(x_doublet, y_doublet,\n", " color='#CD2305', s=80, marker='o')\n", "pyplot.contour(X,Y,psi,\n", " levels=[0.], colors='#CD2305', linewidths=2, linestyles='solid')\n", "pyplot.scatter([x_stagn1, x_stagn2], [y_stagn1, y_stagn2],\n", " color='g', s=80, marker='o');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Challenge task" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Show that the pressure coefficient distribution on the surface of the circular cylinder is given by\n", "\n", "$$C_p = 1-4\\sin^2\\theta$$\n", "\n", "and plot the coefficient of pressure versus the angle." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Think" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Don't you find it a bit fishy that the pressure coefficient (and the surface distribution of pressure) is symmetric about the vertical axis?\n", "\n", "That means that the pressure in the front of the cylinder is the same as the pressure in the *back* of the cylinder. In turn, this means that the horizontal components of forces are zero.\n", "\n", "We know that, even at very low Reynolds number (creeping flow), there *is* in fact a drag force. The theory is unable to reflect that experimentally observed fact! This discrepancy is known as *d'Alembert's paradox*. \n", "\n", "Here's how creeping flow around a cylinder *really* looks like:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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DGilaN8hlODuDRjxCNTkHf0OKvJxK2NsulHNxk6mLHeneY8qrFPYB3P3qPYM9TVjxD/YfvU/vD/bT+ZX+pT2A9CaqbF+h5UYcQXquKNFfwhlLAEA7g9aLyFlVXQibadORzXZuVG/Ktqy4hZJFKs9ukpfkSwBX8UuTE42xSzfaDVl2jOW7kXmKMt8p50w0Ctvgfar2tnapIxuoGlTG2k4xRlFiypy5ReGM3FpJcIAUj97LAEfT6UHCPyNJy2siM/hMQhOQB26UH+NGd9VGKfDGqcX9WP8AsgflvS8ljg45EVWO9ZDvn70wl4kh3x86LSQWqREntXG43oRSReYr0tgeGCGR7oF5c+VQdjWe8QYnSAR6U9RrkpVnwxOx4nc2EyyQNpZa6S+M8rSyHLucnaiSWqnpj6UB7Q/D+lVlFl5QkFWcHrRFkB5GkDE6b4NQJWU75o00+A00+DTMhYYzVc0ktx/mauJgev5qcGiNNoZNVeHy6ipweuKF4o70zLfvNax27CPQhyCBv/m9KzQYtCrQA8qE0BFM6h3qCRVKTLUmhPwnJwBTV9w294cVF1EIy248wP6GjGGZIVnMEgiY4WQqdJPofoapNNJcPrnkeRuWXYk/mqzZWbEdbDmK7xT2pgop6VQxrVXRSkgfi/Ou8b50DQanwzV2RpjEL43zqPGqBDVhDS+Ivid45rvHbvUi3HrRFtx2pXiJuAJbh1YMG3ByNqPxDiU3EGjaUKGRAuVAGcfIVZYB2oogHapziiHUiugeviHErZIUTWlspbyqowM/80oIpDsa2rZ5rYOIJCgddLY6ioEIqdVdEOulwjJW1c0VLPUQD1rWWAGjGBVGVYZpOqZPyWI3XBJLCRUuEwWXUN+n+CoW0UHZRt61q3EwlMeoKvhrpGntv/el3nRen1qHNszdWcgcNoZA+jA0jJzRIYNLoSMgbkHrQpLtMdKXfiCg7GlZsMZyNzibiV4iyFIwg0KTmkGliT4c0K3/AGmurW0mtokiZJQVJYHIznlv60pLZy+wxXgcN4rHKjmNz/anp+xqh+zGpb5QNtqTlv2PImqRWLuwL5xWlDY26RHIYyZGOWPrTtGJX+cP6ZQaeU+UmipYux852+dawjVaJcWstsVMq6QwyNwcilqeiHXf/KM+OyRemaOIgD5RXPcxIN25UlLf5P8ADqflISVSbNHKpzbagS3kact6zxFcz9Kbg4Tn/UY59KeMVyytOEfswT37E4QVQG6m5da3LWMWkTxJ7rjBqhljiHPFLJdIjVinaMRSy4NJcBmnnRAFJAJOf0qi8Mj+Js7880aTiUa53pV+JgnY/iqvN8F3qy4GRw2FeYyKaPDrNLISMjCRjtnl+tY/7xlz5c0Mz3DkkIT9KMJex6dR8s1DawjktcbWE/CKys3ZP+m32qM3Q/8AG32owfsNKX7Go1nCfhoTWMJ6fk0j7RcLzB+opizu5ZZlhyFLdTyoxkuw06i4ZZ+G9UOPrQGtbiP3TT8937JePBLpbQcEjlVlvIXOx2NF5IMqkedzM9oniPmp214q0esDA1jByAaaxHIKWl4erqSufnSyi+UTqQf2Vi6TqwIG5rS4nwiK2s4LiNy4l2Oeh3/tXnZLWWI+UE4qouZYzhx96pRvwXp3+rHPZI9atpGxBxmq8RhW4uA9rCsQ0gFQxOT33q0V4jc8CmkYEgqd6V5IjOcHuY7ie2bRIpU9qYtrrQ6STKxh1YbHUdq1bmSS7ZWnbXpGB6VHGI+IcTha9mH8I4XYjH259aeSlyaKpGfKAXt5Yz3JNnE8cOB5X55+5oOhW901mPbyRnkahZnjPanpp8FOkn9WaJUHYjahNbo7BQu55CqJenrijLcRvzqbSRNpxFntADtt6Uu0DjlW+Lua6soeHxhCiPrXo3XrnHWk3jIJBHKqVRrkqNVrkyDrFd4jCtMxg8xQXt1PKrVRPk1VVPkWEpHOrCQMQM1rvxW7/cTcJVIfAbBLaTq2IPPOOg6VkQqbeQsYUlyCMMMimsWUnFmne38nsEFgLgSQxnVhQMZ368+ppDWKXnt54mzLC8WrcBlI+2amBolf/wCoV9GPg508EGmhgeYgAZJ2FMX3D7mwKC5jKaxlfWsvWfpXeIe9GDDTYbA9KsAPSgeKKkS08WPFjGB6VZcUASrkas49KulxALd9XieNny4A049fzU4snBjA0+hq3lHakPaTXG5ap02TpM0V0+lEWROW1ZQuH71HjSHrS0mLQbNbxlA6VBugOo+9ZYMpHOiR200siooyzHAFGkuxaMe2PG9A+L80M34B6n61a94HeWDILqPRr93J5/5mmYuE2jcNMxuf/qQ3+lnmN+X4oxghONOPIldcSaeQMsYj2xhdhQPElk708lin8o+5piO1UclFLOK4RLq048Iy1glfvRksDzY/itiO0J6AD1pw2NslqXMuJQdkqXUfRk/IfRixWK9FGfUU3HaEDGkY+VMa405bmhyXmkbbVDbZk5ykaNpw+ySNpry4UBT/AKQPmP5pNLmG3uzII0kiBOEfkR9ay5+IqF2yT3pB7uWbYGqUGzSNGUuTVuuIRiRmUKuTyXbFKS8RuLsiNdbnGFAJJoNvZSznLcq1bTh6xHUPe9DVNRiW9On/AFmZHYzyufE1LvuCK0bbhsae8ur6U/pCDLClp7xYxhah1HLgydWc9kG0JEvSl5r2OLkQT86yrjiDudicVW2tLm9fyjbuelUqfci14/cxifijE4X9aWUXVzsiOc9Rmtu04LFGAZfM3U5O1OyCC12DJt1HWjKMeEGpCG0UYUPBZ5MeK+n0p2LgkCjz+Y0YX3j3AgtlLyHYD1ppeDcauITLJ4Noi9ZmI/QGi85cFXrT4FVtbRN/DTHqBXGS0j5eEv2q68LtY4s3vFvEbotoQ36gUMDhEIINjJc77NJIyn/9TRg+y1403yypvbYH31+9T7VbsffWri9thjTw+MR9E1scfXnVmuuHtnPB4z//ALOP603TZX4rBj2Z85MZ+goq21gYZEeCN3YeVxjy1RZeDOcScNlh9YpWY/lquLHh88ZNnxGWCTot1pVfxk0ab6Jfjzjwyt1ZWTcIS2gt0W4zkzYBP3+lYMvD7i3OQGYdwDXpV4XxK2mRp4PHtl3eSA5BH1xQZ72zlumFsrLFy0tzz96V5x5Ic6sOTzqXUsJw2fqadg4l5Ch5H1rSbh8N5kJEWbGdqyJ+EToGeFSwXnTWMhxlTqc7MfSVJBzBFVltY5RyH2rFSaSI7kjBrRtb4EDVUuDjwTOlKG8QM3D3Q5Un7UFZZYGwc1uKwcUOS1jmG43o1OmCrdTFbe+DY18u2a0bm9SU6LdnWD/0y5IzSktmxsSoeNBEcqDzb8etZfjSRNg0Y5cAqalvE1XRW6CgNaRucMuPXFCiu8jfnTniqygr9aneJPzgBXgkctpNOt3GjR7CNsZbl6+tZLxSRHcGt0Y0nHKuECTMqMQobYselXGq+y4V2vsYcV1JC4ZSQRy3o63hLZO+fWi38JCLAqqViJxIp97rScVszzJHkLqIGTyFa/GSudPwkrjYuVbt96uHVu1LX1lJYXHhNLHIcZ1RkkfkUESEY3qcF0RpLoeIHQ1AXSQRjIOd6NxCGytrO3ltLwzSyDLoSPLSAuD1pYMWD6NPifEJ+JmI3Oj+GMLpXFZrRIRvz+VXS5I2/pVmkQvkKcdqe6GskKmAYoZg/wAxThIJ2GKoapSZamxZYHdgqqWY9AM1LWzrqDqwKnBz0puJzDKJI3Kup2I2pj2rWs4lAdpTqLHmDv8A3pubG6jMxIcHlkUV4Q7lgmn/AGjlTACgUQFB0FS5sh1GKLbelEFt6U0GQdBV1kUnAUfeoc2ZupIXW3HY0RbUnpW1ZeHBDJ7bZs0LjPtAUkR9hy7469azluFzjIxnnU3kZuUwa2Z7UeOzIOcnI5b0zxBYrQx+BeR3AdcnRjy+nM0kbnbJb81LuZvNj9wskpT2icuVUAZ6CqLFAB5mNIe1KObfmqzcQjOAo045+ajGTFpTZoholOy5q7XZUeUAVjfvMRurqAxBzhuVUv8AjEt7N4hjji2xiMaRTVFsteLJ8mrJdZ3L0nLfovJs/SsozSOfiP1q8dpLKev2rRUkuTVePGO8mPQSXHELgQWih5D0LBfyTSVzHc+M8Tr51OCAQd6dtuFMrBixz6DlWjb2KqRkfM4508ox4G6tOH1M+24HcyWxumT+CraSQw57f3FanDuGo0ix4K92xn74rUE6pZNb+Gqqccth88dTQ7e+eySTwVXz7ZYf53rJzcjnnWc9ik1r7KxVwcA4DY2NKXF4qDmKjiPG5ZIVglZWCNqB69f7152e7aU9fvSjTbYQ8fJ3HbviGTsaSVZrp/Ipb5Uaw4dLeyDIKqMbkV6rhvDre2IViqbe+RWjlGGyN3KFFWXJk8P4IFIknzkchWvojhj6ALUXl1FahjqyByJOM0vYLFxmGVZXe31ONMpJCac+bfYfSs7ymc6jOtK7ImvopIXW3WWS5VvcRCRjHPYfKq2VhaKqXPFHlknznwEwBj1yPn1rXlMHDoktuGLGAAdU4Pnfvvz5+vSs8rq3IJJ69a2hGx6NLxsNxtuJtEzixjSzRt/Iu5+dZ82ZpNTqS3PV3omkjmPxUFc5zn6CtLHWo7C+3LmPWqMN6aliXylZCTjcacYoTJ9fpTGAZSBQzkUyUBHKhulACzfKhlfSmWT1qmgigCtpcXFnL4ls5Rwc5Fa0XGbK6Vl4xaLPKfKs6r5gPrWUw3zVNIyaCHBGnNwyZYzccNk9rtxk4xhk+mxP0FUhug7YcFXHNSMUnb3l1ZyiSCV0x2Y1sxy8O47LpmjWyvSMCVdlc+vL5c+1RKFzjreKpcCbcKi4i4UP4bHJ1HlXn72wmtLh0K5CnGR1r0F1b3fCbhYbxfK3uSD3W+tXeNJgA2COeaxycDmUpUdmeat7to2GeVa0F4kwGTSd9wwxgsm49BWcsjwP1++K0xU1sauEKqvE9PsfWl5bRJFPQ1xkigtreQXMcjSglkVgSmD1o0Uiv7pB+tYNNM5HGUHcyprPTEQqEyZ55FJZkibBG9elKhjjTknkAMk0rc2GpiDGVYcwVwa0jU9mtPyOpGZHeYO5ppLhX+KlJrBk3Xf6UP2a6jXWYZAn8xUgfeqcIy4NnCE90aYZT6iqtGDypJH0lRJMoU9VOrFFF1GDgZYd84qMGiHTkuA8Vt40yRZxrYLnGcZNNXfCbG2hnSWaRrtSNGFIVhjPUf1pSC5kjYTxg+QghugNEur+W8nM0z6nOB6cqLtCTmjMe2xyoTQOOVbiXkIsJbc20TO7ZEpA1Ly9PT80mVU9RVKozSNWXZllHHMV2r0rTkgKgErseW1AaBSOX4rRVEzVVU+RuS3tV/ZmK4yPaXcjHXnWYY5lhWUxsImOAxGx+tENuKmQzNbi3aeUwqcrGWJUH5fU1SaKUkL+LU+NVPCapEDGn8SrRL+NU+Oe9VFs1WFq1L4kvA72g13tO/Xari0J70U8OdVBdHUHkSMZpXgJygVHE7gQNB4rGJuak5oBuW6U4tivrRUsl7VOcCNSmjNNw/Q1oXFtbrw+1mhvlkmlIEkZYfw/nTCWa9qNDZozqpOgHmTvilqR9EOvBdGff2kFlLasl1FeI4DSIj8uWQeWKHxBYLm6LcPtmghwMKzEnkM8yeua23so45CqnWAfexjNWFsO1TrWIflpcI89HYO/PFNxcLHxDNbiwqCMnFGlhjg04lD6hnYcql1WzKXlSfAhw+ws0kPtKtpxtjvRUt0U+UbdKIZAOVUaYd6ycmzndSUgoCpXPJpwQMUnLcKo3NKXPFXaNYi+VXkMUKLY40pSY7LdaRlmrNu+IM2FUkAZrPluDJ1q1lam8uBGW0A82xnFdMadt2d0KCgryBSOzudyTWvwvgzTMJJcaR0zTXDeCiJyZTqxkY+tbioqYx0qKlW20TKv5KSxgUhijgUKoAwKDe3awxkmpvbtIYyTjIBrJgspuMM1zOSlopwCMZY9h+ftWUY5bswo0pVHdluH2T8V1XN1JpgQ4VM7t/ma2RHiIRoAsajZR0oioMZIG3LHSpIyeVdeKPbhSUQOnGFY7elVK7bUxpGeVUKgdMfKmbAGXG43quk4zyFMYJ5VBVsUwAaNSgqTz5GqldqYZce7h/xUEbb5BpALMABtQ2UEU0QDzoTjJ25UAKlN6o3PGKaYctI5ChkZ3xvTAVK9Koy0yQNwKoy0CFmUcsZ+tRgoQRkY32NH3jbIOD3FDbbkMd6YM3LDja3Nq3DuI7rInhxynGUJGM/p9qz7mGXhV4beZw6jcMu4YYz/AFpP2Oc40wuwO+y5r0P7PR3ZcR3sGYApVS0igqCc8if6VnKNzmq0VUQssIntnlGNKHBB5n/M1icR4aDl0A61qw2kfDpTDeXawsDnT4bNqHcEbVpR/u1lXTJLIxPI+6fxyrn3gzzPlRkfP2DxNg1vcIkhuOGzQpazS3xfKSIfKo22O/oenWt26tYhd+GFt7aMDInijOr5de/bpXk+LX1zc6Y5whEYx4iggt8963TUzsUlVVj09pbhUEtxcRQXEbAqhO+fUYos0ls8rSSGSaQ4zkBQdvSvD28+gjPKta34jpHpUSg0c9Sg1wbDTFDmBEiHb3v1pC5je4yJGJznbOB+KOtxHIOYU1f65rF3RzXlEw5bBQfLt9aTeGSMnrjtXpGXPSl5IQelXGq1ydEPJa5MeCe5FtNGpPhbFhpHTNCWc1qSWuelGseAJfRyyvcrAsfPUM5rVTizoVWDMgXFEWeiX/CpLaYrGWki+CQrpDfegpwy8dogsWTKcJlgM/n1qrRZdoPsMbgsACTtUeLQIbO6mvRaRR6p9RULqHP58qpcJNbTtDOumROYznH2owQaa6NDw1NqZvFTY40Z81RNaTw2yXEkZWKQ4Vj1/wAxWZ4pqfFzzo02Gk0O4QdBUjT6UK1vIYWYz24nB5AuVx9qF7RSwZOmx0FfSrjT6Uh7RVhcHvU4Ml02aA09hT01/JcQRwyaCsfu4G9YYuT3qwuTU4MzdJmoGXPIVbxFHSkLe+SN8yReKOxJH6UNrsliRsCdh2qdNkaDNYTAdBRpllt9JmhePVy1KRWD7V61eTiLyACSV3xyyc4o0mL8dmubnPX81HtPqPvWKbz1NUa9PTNPSY14rNs3I7/mpLv4Rm8NvCHN/h+9efN5IeRqx4ndG1Nt4p8EnJXAq9FlrxDW9si1YeTSO/Ok5+IDJCHI75rL1k9agEk1aopG0fGjEYkuXfqfvQS5PPNFhtZZjhRWzw7gLTMAy6m5kA1TcYlyqQpozLOwkuHAwQO+K9Lw7hqQAADzHAzimbe1WMbKBTiKFwa5KlVs8yt5LnsuAktusDKgcMdOSeVLOdwoYLq6scAUV2AGTXn+JXLSutvF/quQo36k1nFZMxpw1J7Epb/vTjD20kyrbwsxkkDZBUH+ozW8scQVViCrbJsiDl8/1+9RacFj4XbJEy5uZlDTMSefb8mmUiU4BwAOp5V1pWPfoUlFAwAw20/eowBz+wFHKADfH0qNO3LHzrQ6rAsA8vyK4xeTOR8sUTTv0qSpB3oBipjwajQTzpjTUMvKgQDR3qjL1/U0yVqjLtQAsQCOVDZR2prTtuKCyb5oAAV22xmqOuwPLHPBo7DH9qGQW3wdulAgDKOlVAjH+opb5HFEIxVSO9MDs24G1sfmX/4qiXJjbKW9tty1xg1zDHKhEH6UAXN9dAlknkiPaNio/FJSzSyuXldpGJ3LnJ/NMHcYyKG0YIyAKZNjcsBBxuyFvcDTPBnw3G5IA5frWdZzCNjG4zg435il7KeSzvFeN8dDjsdqtdK8N86knDnxFJHQnNY1I7HD5NK6ua5fUgAwR2xWNf2IZCNI35bVoW0oZB3o7jxdKychtkdq5VJxZ5cZuDPFT27QseePlVEkKd/vXq+LcOtsgW7Fxp3z0NeeubMoTjFdcKilsz0qddTVmFtjO8TzRwyPGnvMqkhfma2Y+L2n7pSAW6+0dZM7/pWf+z4tnFzBfXzW0LKDpBADn6/IVlvKiuVizpDHDHmR0zTcL8FSpKR6FLlHG5xVtanlg15+O5I606hn8DxtDeHnGrpWEqTRyy8expNg9BQmQHbG1KJeHrRRcg86jFoz05RG/aZS0Xi/xki91JPMPsfnS80sjvnJUAkooOyZ6DtR47WeSya7C/wVOCx+n96FGFl/8iqf921LdD3QqgeKXxYmZJBuHU4I+tLzQ+K5eQsznmzbk06xAOPyKocVoptGsZtCT2yFRpXBHM96EbYj/qtA4qhq1UZoqsjFzz/FEkMPhp4Yk8TfXqIx9KN7MP8ABUi0Hf8AFdOcTr1IimanVTosgev4o37uh8HV43nz7mj+uaWpEl1YGZqo1tNNG7LAxDSLpIHUf4Ka9gB6/irJYlGDI5VhyIGDS1IidaAlcwzWs7QzoUkXmp6ULNbr2Ms5NzcGSYsd5HySfqaY/ddmLYNgmQ9NO33pasSPyII81k1O9bjcNjI8oA+lCbhzKNgD9KWrEPyYGRpJ6Vbw2/lNeg4XbQhnW5ttRONJ/lp6axthuqL8gKl10jOXlqLseTWCRuSGtbhXADfwzyyXKweCAdJGS3Pl9q0ktI+igfSjxwIvJQfXFQ6/oyl5j6MziH7O+x3KIkviI65U5HYZoltwpQc88d62GttJDYXcdDmiFsoEEcakdQoyaylWbOeflSkLQ2iIBtTkIEfu86oDRY9B95sfTNYObOSUmy42qWO2e1UDZFCllAU7/mktyFcBdzYG52oX7H24uuMS3zjaBfLvtkgjf70lxCciM79e9eh/ZHhxh4CxlwJLmTUhzzXCkfoa66Ssj1vDp23HMSmR3k94sSe3PpRNB3yRRQojypGCDjv9jUFfNnGx71uj2FsLuvwnIJ7VwGANtxypjQc9cY941QDJOPMQfmTTLKgIYvMriXPMEYqhHU0dYZXOPBlA/wBykA1BglUeZSPpQIXIGaqVOcg0xoPzz0G9UcbaSgVh0K4NAwDx+6NWoY370LQNzvk96P4Z+WOmaqysAAQPU0CANz5UN1JHIfKmGG2x+goOnA3QDPrmgAemPG4Jcc8GhMueS/ejhO+APSqsmGGF5896BC5BOao2eXajHlQ3APemAuwJ6k1XBXpmjFNPfFUI6AY+dAgEmWHLGKFt1xj150dlBOCcfOqsoHIpn5UALuCTleXPFaRijuOESXSkm4tQMr0Knn+BSRXVsefcU5wt/NNAB/qIUPqCMUMxqK6F7bVJMojO8mw3xWjpaNtLqytzwax0RoJnt5AQ6kkZ2OP8NOJdyySAzyNIwGAWOa5KkTxq0NzQiga5cRjALcqSvbAxyNG43HrTMUhG6Ng9xRee7ZY+u9YXsc2WJ5qewznANI/uyeWTRChdjyAr1klurHb9KXEEkT642ZGHVdjW0KzR1U/JlE8jJBJExV0IIODRRf3QsjZiU+z6tWjpnb+wrenstbFmGSTkkjOaSfhqH4cH5V0KsnydkfJi+RWx4p7JBPGbaGQyrgO6klefLf1pXxyTk1q3f7PT29vFcHeOUZBA5cuf3rPawkXkM/SqygzRTpsoLjHWrC4qjWso+E/ahmJ15q32p2iyrQY/arNdMyQIGKrqIyBt9fnQxcUpHJNCxMTyISMEqSMiqZb1o00GmjQSZWdQ7BVJ3OM4qZ5UjlKxSCROjAEZ+9Z2s+tcGJ70aaFpI0Acgt0FSHFIeKcYzUrJS0xOmaIeinCtp1BsdRyrL8X1q4l9al0yHSNJWydhVw2KzVnx1ognH81ZumzN0maazHTp1HT2q/i7YztWWJh1arrOnVqlwZm6Jpo2eW9W1UhHeKgIEmx51dbmEtvJj1wanBmTpP0Po2DkUQy551nC7gB3kz9DVvb7YfEftSwZDoyfRoq9EVqz14hbDGX/AAa1bj2WzhikuJTpni1xFepxnf7ilgyHSl6IDEDPSp1E71nfvaLGAfxVor9ZZFRSuWOATSwZLoy9GgGyasHx1rOu7mS2uXhZlYr1FAN4W6ilgGjI1XuBjalJZdew+tJGYnmaLC9uIZfEEhk0+Qryz6/imolKlYQ4jJkYHQ17rg6xR8Oto42LqIxyOd68RPZz3VrNPCoMcO7ksB07E717/h0ax2NuqBdAjHzrqitj1/Gjsg5yUUaSQOpqCo7b96sqqd0AwD1BzViCWzjPpyqz0GDwSfXpUaSxZtkA6najlWOfMDjrVdtW7En5daB2Fz5ti7Af7WNdgYwdeO2aY5c9RxvjpVCoySF58+mDQKwAjBGnbtVSOW+SKOw07YHzNDJz1LelAASMHGaowyCOtMPkdT8qC3rTACQygacetCb7etMPuu5IoQXA/pQICFwc51elDYYzgY+Zo7cqHg5oACw+Robp6Y+VME47VRgvbftQIXYZ60FgAedOyooZQs2sEbgAjTSzDtyoEBPL4TQzn/bijkbUPTvTAC2pt+f/ALab4SQOIwDkXYKfqRSxGDtV7QFbuFidhIP1oJa2EuKF4v2iuEkOSCB9MCjMoGGWg/tSjR/tJNn4lUj/AOK1NvMCuKxqI8vyY2ZpWMclxHK6sqiFckHmefL7UaOUMQDWcN+tSNuRrlaOCUTWTw3mAeQonU1Rj5jg5XOx7ikNdWWXHOlYizG2C1QxxHoBQRNyqBOG54xQCTG29mfh4jbWZgdiWOMfLP8ASkGt15jkaI0gz0xVTKCNqbbKvIE9qpGcCmrngccfDUullUlhkqf6UuZBVS4pp2LjKSEzZIdyooTWEeeVPswqhYVSmzVVJ+zObh8fQfk0M2AXl+taTMKGxq1UkaqrP2YXgmp8E0cGrCunJnbmxcQNnn+K7wG7n7U0KuBSc2S6jFBbuf8AqmbGJ4buOTw45dJ9yVcqfmKMAKKgqHUZnKqzuKK8rRxey29u0S4bwlA1HffYUgLSU8sVpnzEljknvVlUdqnUZnrNGV7HNVoraeORXEerSc4Zcg/MVsKB1FGRQelGqyX5LMW7S4uZjKbdIs/DFHpX7VA4Vetb+OsDsg56VJxW+qrndaMkrIrIpIVtiO9GsT+W10eTNvMDvG/1Bokr3UoQStI4QaVDEnSOwr1UNjFMXBdFwMjUTvQhaKeeKNYr8pejy2mQfAftRF1jmh+1em9jXoBXDhutgAuSaWqmS/Lj6PNiTHNauJhW5c8L8NyjoMik5OHJ0XH1pZxBV4PkU8YHr+aZtbsQOX0xvlSMOMilJ7KSNcjlS4Yg4NUoro1UYyWw5xJJ4oQZIZIRKcjKlQw9K+jcHRv3Vbny5ZAxPXFfO7+a+uuGxPOWeGPIQkAY59q+kcGctwaAuuk6APXFaLg6/H2DY6YNW0nG/wBjyqdOgFVVvTrU6mIxjb1pncweMbEKo9OtdywS2x6daIRq2waofKM4A+ZoApsxO/yC1DquwO+OpOKuxIwPJvz3NRp3xqK+hAoACVB5At9fLUFe+duw2orADnn58qoyt8ORQAIrkbYAoJUZOCB6k0wcj1NUIOckD59qAFXGfLq39aHypl1UDcsR3AFA5mmIq6g0ErvR8Zz1qjc6BC7LjoR6ihlN8ncUxgEbfihkDPIj50ALtkHYDHyqGVTGDnL5xpA5fWjFcnflQmXGwOcUCBFemKoy4ONqKV23G/zqpUjmDTAXZcDI3zXQg+PHvvqH61dgPeG45E9qqmPGXB3J2oE2L/tXFNccZ128TzBUGpo1LAeVeorNUSxnzoyfOvTftDMeH8Pjij2kkI1N6YNeSaUk5ZifrWctzz6nyY4szjffFWW7I7fes7x+2acsBZzGQ3ckkeF8ujG527/Ws3AxdJdh/bf9v1zXC8Hb80kkEznCqTRPYbnOCmKWESdOA0L1ccvzVvbIGOChXPUH+lKpw65Y7YHzNSOG3BOPLk8t+dGMScKfsfbidsLH2ZYF1hsibk3P5f1pP2tP5j96OvA7m2uoWu4wYgwZ1BOSudx9qJegPNceyWyxwy4C6icgYA9e1GMRuMBT2pP5qj2lM+9Qv3dOf5fvVTw+fPNaMIjwh7CtdL3NR7Sv81AaymXc4IrRsLprThk9m9nHN4zZ8QsQRy/tTxiVhD2Jmdf5vzVfHHeomjkljjURqugYJB50A28o7U1GJSjH2KeJUiU1MUSFW8Vipx5cLmqLDI5wisx7AZrp2Ou0QgmNXE5pfw3Bxg12l+xpYoTjFja3BFEW6x0pEBx0NcC3rUuCJdOLNNboUaO6T4j+KyPEYVImPXNS6Rk6CZui5hZudG9sj/mrz/tG3KrC5HY/eodJmT8U9Atwh5GmFlTG9ebS5HqPrRVuv935qHTZk/GZ6RHDEBQW+QoyHfsfWsO1vZrOaOdW35jPKjNxGSaV5XIDOcnGwqHTMJUWbg3RQAMj4hzNFj8vLasSK/Pf80/FdZG5rJxaOecJIeKBzk70NrVXYbbeldHOG60zFuee1TczVxS8tYlso1jRTKPeYDBrz9/Z5GpQQd69dLGpyuQ/rWbeRHKkjYdMVpGe5vCq1I8tFeTQ281rrIjcbrXvP2UvBe8IhBdtUf8ADY/IA/1rxHEbfwrksB5WPavQ/sHOqST27lQSdaBju3yH0rqTuj2KU72aPXiIRghU0knuN/WpAqxTUx1Saic40nG1Rpwevpk1SPRi7o7G/U1B2bYgd9qk8uQqc78jVFFR2wVrhjJAPLarc88x64ruuCfpQANsj171XTq3OT2Bq2CWOGz38v4qTjfVnHTG2KABOpBACn70MqAfdwetGYYON/nqoekdaQC5B1ZxVHznBJPpR5ACOv2xQyBjGo/LTQIC+nYBj8sUJkHb6UyRgbMRj0oTebrk0ALEdtqoVz8qMy461XTqYKnM99hTELtsf0qjDO29GYDPMZ+dDYEjr880ABYEKcfmg79jTJXA3/8A2oZXPRvoKBC5XqQuO1FsIvEv4EwWHiA4+tVII9CPSj2DCN5Ji+jw0JBPehsiXBlftleCXibIvJcD8CvOxxtI4CjJNM8RmNzfSSFtWT3zWtwnhwVRK+M9ARUylijhqTUFctw3g9r7PK147rKFzGq8id+ex9KaS2iRAFTPzp62CRpMHiWRnGFJ+HnVQiRrvvXHObZ5lSq5HW1xcWuvwlXDjBz0oLIxwSck8zRwS5xyFcgjS4TxstHncA1KdzO99hZVyTljkcsGuMR6tWnfXFjJBotYI0cnBPhgHHzrMVokkHik+HnfferaLcbcFZUVsYOPlQivlxq2o95JarLm1LGMj4qUe5UdqmzFZ3JMXY1RoiNyTVWuwOoqycTEcMkeiJtYxqYAlflTSZajIp4Yxk5qhjoTXg/mFUN0CcA5z608ZGihMIyetDZPWqSztGcOCp7HagtcDv8AmrUZGsYSAaRRraV7eTXEQrYxnAP60j4g2xzo7K8cKSNG6hupUgeldLizrcWGI1EluZOTVljB6ClVnxRluPWoakiHGSD+zgjpUxQqrAugYDp3qi3A70Zbhe9T8jJ5oJDbQB8yx+IuOWcb0E2afy0cXCnqKIJlI50rtGTnNCXsCH4R9zVG4bg4IxWorIeWDRMA0tSQteaMQ8Nb4T96o3D5l6g/KvQLFmjR24fPnC4GRkc6NZj/ACpI8vJFdKQGDHoM10y3Nq6rOpQkBgD2r0ph/mFBkso5OYqlWXaLXlJ8ow4rsjma0oboY5mom4OD5kz8qCyLa8NaF7U+0eJq8YY5bbfrQ8ZcDenU4NSC63G5rRguh3NeQjuCrb7HpWlZ3PiOsYxqPKs5UjnqeM1weujYyNhBk1EqeIhBFZsU01rcGGYBXU74Oa0opfE5nJrBxscUouJkcQsRLEVx5uhrH4I5g4rbSeIIyGwSTtjH/NexZSCGXZu4ryvFrUxy+LGDitqcujs8WtZ2Z9LjYNEGCggnAK9u9cuDzH2rz37J8XF7aCylYeNGoCkjmK38lfKefpXQme5TlktjhpB907967OOVcxHeu51ZuWWQK+4LDuKuZI2HmQ0I1GN807ixRZvDyNKkGqFgNhknsKmq5P8AxSKsQVHPG/zqpGByxV9myKofLvklulIYJgBuSfttQiF+R9aMcgNjUvc5G1UcNk+VgvfUN6BMCynsc0Fhk7kH5UdlUjfJI71VeeMjHpQIWZMAbVR132x8s0wVx13oTLjdt/UUwF5BkkZx0xVXVdvL+aPqZGBQkY6jnQznOSd6BMAUJ5D6k1QIc7nIHWjPkc+tCI+1MQsUwCRkDu3WiTrClkIzMkbzjTljyz1/NMWsAmuRjII3JFYv7SXv7x4hFbQxgC2yhI5k7A/pUs56s0jNtLPVeMpZXVSRqHI16OCIqozyFB4dZiGFQacOwwK5ak7niV6rkyrk9OVUblvUvKqKdVZlzfhWOMVlZsxjFz2HzKFoD3Sg71jrcz3UvhW662wTgVnS3TFiDzFbRotnXT8Rm/LxCNCedKScTQ9DWKXLVZbaeQeVDWypJcs6l48V9mOycQJGxxS73jn4qtHw2ZveGPqKOvCdvM9P/ND/AMoCiSyzNpjyx7UMzt3rYgszZSrLbSusgBGoY6jHaoWwiL5cnLHcn9aM4INamjGMzd6gTupBDYI5V6R+EBI2mhUTQg4LjbfHY710sdm1vGscLJKPfY4waNWPoPyIejz011PdyK0r62wFGwH6VQ+Ijb7EVtmFM8q5lViA7EgUay9D/IXSPPZNMS3tzNAkMkzsibKCxNcIRRGtQio2tDq6A7j51tkjpzQpqNTrPrR/Arha78xRkhZxBLIw61YTN3/NWNq2ag2zii8WF4svFMzyBNQXPVmwBRGuTFIyFg2k4yrZB+VLGB+gqpicdKWMWLGDHlvyP+6ZTiO/P81j6TXBiKTpRZDoQZ6GLiAz72PrTcd8DsWH3ryokYdaItw46ms3RMZeIuj16XMfUg/OnLaFbttMekNjYE868pw3i4tLxJpYvGRc+QnGdiKdTjQaeSSMGMMxYAHkCeVZSpNHLPxpRPQNB4TsjAahzoRt1Y+ZAw7EZzSUd85CtJq8+4J61oxTq43rBpo5HGUXcy+I8JS6fWipE3ZEwPtWPLa3Fm+QG25MAa9loB5UOW2SRcEZHaqjVkjaHkyjzweRiv5TLrd2dzzLMSTW9w/iWs79MdaSveC4jMkGzds1mRyyW0wDDdTv61q0prY6ZQhWXxPdxTiRMj9aBd2weMggMCOVZVpxNZpCyqIgR7uc4rdjkWVKwasefKDpyPMwSScG4kkqqSA2SBttnlmvoFlfRX0EbxyRsTuVDgn7V5fiNkk8RBxq3wfWsvhvErrhVz4AkCx6ssNIP6itoSuel41f2fQhq6rpJ7b1ynUSMNt3GKiCWO5h8SFwVU42OQT/AIauxwfM2mug9hSOI+dVqXIUZLYHeq57BmNMpE/TPeowDnv3rsHkftXEgHmKBkHboPqaqw9M56Z51LMoIGoZNQTtyxSGUOBgEDfbA3qrDB8xX06mrsQo82FHQ9ag+5nBx0zzoBgCcjkT/wDjQyB2+lFYp1dc9lO9UJ64wO550CBMCoxgfWhHcHv0Aopy3u5I70NlP+3PqSKYgTAhsEhSeYHOhkD1JohB5DTnrvsPrUaQQQAzHvQJgWXfBGPXNDZSQdOT6Ab0YoM9vmedaEccPCrNr+8zpQZCjcmglmbxNjwfhXiFh48wwI8YI+f5rz3B7JmczSZydzqG5p2Jrrjd1JxOeRUEZwsROcD7etPeC8KatGA451jUmeN5NbpF4nRD5kDL1GOdL3Myq5YAKO1EuTFCqmOXxAR5vQ1h8QvkjXIOT2rnUW2ccKblKwHiHEgWIU559ayJbpmJO/3rWm41Z3xVbzhwxHCUi0OR5sYBOMdh3pa04b4h1uAFPTJrqSjBbnpKMKK3ErVrpZdVtJLG/LUhIP4puHhTsdUj5Lbnat2K2yEXAwowNqMsGDvgCs5V30YT8t9GbDw2GMAlAfmKbt4khlRyiuindCNjTBVBzNDeSNay1GzndSUy900dxch4bYQggARxj+wpeSIqxVlKkdCKPBf2sWppNYcDyFQDvWddcUaWVmJJJ64FKzYKM5MYWJmB0qWxzIGcVe1tWunZIyA4GQCedK8O4jdl3ihuYoQ4OTIBg7fI1nm/kRyRKwPddq0VNmyoyNJ5pYg8JkZQD5k1bZ+VLmUAYyPvWa94SxJYknmaC10T1NWqTNV47NQyr/MKG0in4hWYbgnvVfFJq1RNVQNCG8t14XLbNao07PlZseZRttn6H70qHFL5PY1OW7Vrib4jQcUzD4bZ1yBQPQ1mhiOlSJTnlUuBDp3NJjGGIRtSg7HuKsuO9Zwl/wAzRBN6/mocGZukzRUDFEeNSFOkAY6VnLOc7N+aMk5Hxfms3FoxdOSGhAp71RuHxt0NQlwcZyMfOn7ZJbiCWdCmiL3svj/OdK8kRecTLfhWfdJpabhcychn6ittZ1JG4+9FBVuZzVKrJFLyZx5PKtbSp7yEVaK4nt0dEcqrjBHcV6rwUkXBVT9KXk4VFJ8C/QVoq6fJqvLi/sjziTla0Le/kZgEBY9gCaLccCZTlG2PTTQLR7rhMzTRxIxKkeePIGQR/WneEjTKlU4Ney41qwsjD02NbEN0rqN+deBEjoxPLJzjlitK24oyoqt09aznQ7Rz1vF7ie0ADrtSHEOGpcpkjBGcUhZcYOoBjt8624ruOcDDD5VzOLicDhOk7nkp7Wazl8ynRnnT3D+J6SFJGM16Ca0juEwwB+lebv8Ag8tq3iQkso+ELWsZKXJ0Rqxqq0+T00EqzxjelOIcOFzzyCORrF4dxMwOFYHHbPKvTW9zFcoNLqdtzmsnBp7GMoSpyuI/s/xo2LLY8R1JFnytj3dv02r2STRypHobVqGoYGBivLcR4dHcqf4YBxs2MkUvw/il5wg+Bcxm4txsMsRpHod/tW6qJ8nf4/lLhnsydLH+Y88UP3uZJz0NUtLi2vFBt54ZWO+kMCyj1oowScHkcYxyrdcHrxkmtiAun3VUDr3rgRjbkT2riSuc4Gdh1qFIPfA70yzjkjnj5dajHI9fWp2A5VUtpGW047k0hlMBDkBV/Ncy7ZILH58qsP8AaMnrmqFiMgA4P0/NAFTvku3L4RQz1PYbZq5wF2UKeyDUarpLP/MSd8nH4oECYLnckMOgHOhGM5LkLt3O4o7AnORgZ5g70LIA1aFGBzcZoFYECeY2HehgCQgmPfpimkieViI1zn4gNqtM9vw2J3uRrkA1BE8z4+Q3x60zOU1FbhIYobG3kvbkjKKWXPpv968rLdz/ALScQK3crw8PDZVUHUbevrVLi6vOPTAygxWobIiBOMZ69/nT6xRwRBIlCqO1YzqJbI8uv5SvZHKiQRiNMEDqKvOJisEbkaH2Qlh5QcUC/wCIQAAIqxrjfG2awuLcZ9qjjt7aLSUBDOD7/L/PrWUYuRy06Tmy/G7o2d09qJFcpjLKNjkZ/rWTBbTXUoOk03YcIkuSHlyAehFekt7SKBfKoH0rRyUFZG0qsKStDkzrHhQiwWBycVprAqDeuknSMf8ANZ1zxE7hT+awd5M5E5VJXH3mjjG5FI3HEQNlIrJnv+fmz9az5rsvyz960jRbOin4rlyak/EM82FJNf6TlcfagC1uDDHcTRzR20h0iYoSud+R5HkaEtvK5wqsfUDNdCpRjydkaEI8lpLpmJO1CMhJpyPhUz8xj5imU4NgeZvxVZwRTq0odg7++tWvhNw2AwRhNOlgN+e+3zrNwx5Ct5OFwqN13oosolGyKPpU6sVwZ/lQXB50QyHkhNXFpKfgP3FeiFui+nyFQYhUuv6Ifl+kYAspf5fzV47aeOQOmQw5GtoovpVSq+lRrth+TJmNp+VWCUESimoESSB5GmVCoyFIOTW7TOhpop4anpRIrUzPojQsx6ChLMKahSSSCSdVBiixrORtn/uodyHkgPs68iK72YUZ7ozadTZCjAHYVZZB3qXKSIcpIW9l7Gu9nkHI08rDvRFwanUZDrSRllJl+VES4njUqCwU8wDsa09AJqfCWjUXoTrrtGbHc4O4p60u4EfVMpdccs4qzWqSc84oT8PHwk0viyXOnLkaiufWmo7gdaxDZTIcqK4NPFzFS4LpkOjF/VnpI5BKQOdc8EcgwQKwor3HvrT9vexF/fqHFoxlTlDgLJwuzaOXxLbW7riNtRGg99j8qwLrg88LHQNSjsa9LHcggZpuKXBDqcHuOdXCpKJVPyZ0+dzwcUrxNg5rTsL9w20irgjY1vXXDILhSCvPkRzrCvuAzRZaIawM9RW2cJ8nWqtOsvlseqhuFiKK11A5cZ8rZx+KbASRc6kPyr5yDNbNpZSCDyNatlxgxkYb7is507bowq+NbeJtcQ4IkxMkXlc5IIOxqOHXj2ckdrPEutc6W6MOeP8AO1HseKRSkaiMnnT8kEFzCS2GAOQKyya5MVUa+MkVW/AmZJk8Mg4xzossEVwpBClSOtLG1AK608RQ5bB6jHKst+KrBeODE9vEM6VYZ+m1FlLdCxv9RiThVxayeNYXAjbPu6j/AGrXtf2jjCxxcQJWcbF1AG/fGwpS34nb3TAIcD1olxawXK4YA+oq41HHY0j5FSm7M9BbYmiMsUiyowJDjrRRHlM537141LC7sJDPYTMrdjjf0rSHGpYoY5by1SWYbMkaHUB3znHatNRM9Kn5sWtzd0nkSM+vWuMbZyQDty6CsiH9prB8pdJcRo3MyLnH2FG/fHCp2CQ3oJG2HjfH6Ctbo6vyIex943xjAJPTOBUGNhhfDJx0HKqIilf/APpt9JHIdfzVxDbFSsssBT+VTtTsXqor4cuNonX5bmqmGQjddOB155oE/EeD2L6ZrzT/ALQpYfgUOT9quGw6UtEkuM/yIR+oFK6I14rsZWC4faOEqf5pNh+KtMtrw+Lxr6SOP5scE/WsS74hx+ecxYis1xsV3P6mlE4bI8njXV48z/Qf0qZTjE5anmxXAxdftUZQ8HB42aQ5HiuFAX1A3zQ+EQzQSSy30jTyyrpwTnFMrL4Q0KwUCl/aw9yqtJoGckqCT9qwlVctkcE/InU2RLlYQVACgcl7UGe/4cjFpRKuBsq75P3rK4pxKe6vpEt8y4JUNpIPP1qtrwGWZhJdZBPwikoW3ZEaSjvNi97PFxMRJawMjgASMW2J+9P8P4LFEA8g1MN855VqpBFaIVxg0pc36xrhcGjN8ITrOSxjsORvbW5/iLtjpWXdcRAGE+9Zl1xEFjk1nCdZp0WR9EbMAzAchnenGk5cl0/Gct5DtxfHJBJzWfLcOzYzWtxPgcUZgk4dNJcW8o3d1Iwdu4HeptuDImDIS57VqsInQnSpow0jkmcBRnNPwcHkc5kwB869DFZog8q4oulVGDUSrvoxn5j4jsZ6WWm2S3dmeJDlULHAP+E0wluiDAAFHMiDtQHu4xyNY5yZyurUkEKLgbVUhRSkl+AdiKVk4gDtz+VPFsapTkaLMvWhPKgrNNy78lNDZbhzsn3qlD2bRoW5ZotOooTXAFJeyXB57VPsDnm1VjH2aKnTXYZroUBrv1qw4cvxEmuNmvLc1VoItaaMgEhCukb9cb13TkaNpFWCCurI7sgII07qc981KyyKpVWYK3MA7GjeGtW8Je1Tkic0LCQ560QTEdfzRlt/EYKq5J5Cua2CkgrgillETlEqtwR1/NGS5OM5/NB9l9ag27DkaTUWS1BmtNxOGWOFI7cRMgIZg2dW/wAqhLtc8x96zIrS6lDtEhcRrqYjoKF4jKdxvUaSfBm6EXwem9rSWCKPSgKZywG5+dcrK3KsFr4tpwugqMHHWrx3rD4zUukzB+MzdXfpmjC28VCRAzAe8QuQKx4r4450/BxR442RXwHGGGBuKycWjCVKUWS9lC3wj7UtJwp18yNTqXCMOdMq4apvJEKpOJhabm2O+oj60xDxEhsHKn51rFAea0vcWFvKBp97r0p3T5LdSL+yGrXiKNGilUYq2cggE7U3EI7hjgogJ6tyrBXhU5k/gSKuNwWJ/tR7FL+eO5mymm3XU+rbIAJ2wPSlh6E6eX1ZoXPBorrIZYie4IzWDd/szPCxMMiMO1aVrxZGwMkfOtGOdJdjvVqbgNVqlLZnitc9nLhgwwflWpZ8bZMB/wD+q3biyt7ldLx7Gse6/Z3BzAduxJp6kJcmmrSq7SW5tWvFopwFZlBPdqZlsLa+XDiNgQdyBXkbFRw66D8RgeWHB2Q9cHHUdcU3b8ZUsdBMYzsCelS6dt4mcqDi7wHJ/wBnZopS9lOEB+HP/NL+PxCwOm4UkfzAnFP2/GVONe4p1Lq3nILH7ioza+xDqS4mha24ysgUM8I+cozWhDLE4/1Yd+f8QUnNwezuSX8Pc9QSKTfgDoxMEzD0LGm5QZN6bNhrWKbO0TfY0F+EQvn+Co/9u1Yw4dxeI5EoY/8AuP8AarxT8btmJERY985/WqX/AKWoemPjgMW/8GTf1Nc3A4esEp+hrMNzxnUWMMv/AMhXe1cZYY8KT/5Cq3NLS9mtDwaBHGq1crkZzFmmHjitnylsFUe6fCwaw/E44caUdPm1Wa143c48W5Qemf8AihkuF1uzTnvzpGtTtzLDesu54yilgGAHRRRU4HNIc3Fw7dwDTtvwq1tgGWPDDqST+tQ5R7M26a53ML2m9ujmCF8fzHNN2XCLlLhbiS4dXXlpzn75rYku4IF0ll+gFZ11xwKCIxj6ChP9R5ye0FYeS2hg1ylVDE6i2N643bCCW6i0kRbElq8xd8akkJ8zZNIie8uSUhZsNzUHY1apt8msPHlLeZp3vFzITltz61kyXUkzYTVn0609bcFkkOZyAOwNa9twuCAeRN/U86r4xNMqVLjdnn7fhdxcNqYFQf5hWzZcIt4n1tGrEHky5BrT0LC+GGCByNBlvIoxsKzlVb4MpeRKWyGJBlBH4h8MbiMDCr6AUItEnxKKzZuJ7kKflSuu5uG8o2NRaTM1Tk95GpPexxMQCDjqDSEvEgeROfSrRcJlfedtuwp214PGzfwoyzD1p2ih404/0yTNcS/6cbn71PsVxId2I+lbrWwiYqy6SOlUaSJelLO3AatvqjKXhO/nYtRk4dEh9wfammuFxtQXuaMpMWpUZItY15aR8hXGNB2pWS6x8RpWS+Hc0KLZSpzkaShXcIqhmPIDc0OciCVo5E0svMEYNZZ4hpYFSQRyIoM/EXlcuzFmPMmtFSkax8aTNNpl7UMzL6VkNeOeRqhuHPWtFQZuvGYPWKnxBQs12a6rHdiGEvrRBIKUzU5pYoTgh1ZRRVlGKzgx71bxCOtS6Zm6RqCRauGU1liY9/zV1uSP+6zdJmbos1F8xUDm3KmW4dOLc3DwusSnSS22/wAufWsYXXLYfen5+M3N2T41zIVbmms6ftUODRk6UkWa1RxQWsAeWfvV47kH4h96Os6Ht96V5IzvOIg3D3HL9aEbeeM+7WyJUPaiAI3MCnqMPyJrlGGs80fNfuKZh4npO5x9K0Wto3+EH5igNwuJ8BcDPYUZRfJWpTl9kEi4sjbEgfQ1oJxBZz531bc6wpOEumcZP0qS/gW0aR2jrKhOuXUSH59MbdPtScYvgiVGnL6s9IrqTsal4VkHmXIrzkXFXQ+bP3rQt+Mo2xYj5tWTpyRzvx5xDz8IjkOqPKmlGs721bMfnUVqRXyyD3gfrTCzKy4DfmldrYWpKOzMiHissbATIV+hrWt7+O4AA822eRqslrHL76Kw+VBjs2s5GltWCll0kFc7f4KTSYSwl/DR/hS8iDSs3B7aZ9fhjUDq9DWWLbiFpuhZgOgzRY+MXEJxPCQftQk1wJQkt4MDecDuPEaSAKoPwKMClDFxCAapLdio5kb/AKVvwcZglwCwB7E08JoJEKiRCD2YU832i9Wa2mjyy8ZmjADZQDoQaah/aBx8QP0NbUvDrScbxRE9yoNJTfs9btvGNDd1p3g+R5UnyTHxiT/yIV2z5lIo6cYU81/BpS74Nd3OjXet5FCggEf1pQ8BvV5Xsh+h/vRjD2Rak+zYXikLN7p+xpi3vEmmSGNdUjchjGBXnhwTiK+7dP8An+9SnCuKxvqS8kVv5gSP60Yw9jUKX7G3Nxa0geWKRdToSAw5Ug/7QoowoX7Gkl4FeM5Lzhi3Msuf60xB+zzxKS0kTk9GiB/rRaHsbVLtgZv2iYjZh9AazpuLzSnykn6V6aDgVskQkZIG7gxDajrZ2iY/+ltRj/7SiqvBFKdKHCPGBb65byRnf6UxBwO6mIMx0/Y160zWca4KRD5AClZeJ2iZ0AHHajV9D/Jl/wAoz7TgEMXmcFj/ALsVorbRQpgYUdqQm4zqGmNCPkaWM15cHyo+PXNQ3J8mTdSX2NRp4Y1JBG3OkZuKANlMZBzmhLwyZ95Hx6Yp214PEwZtiwGcEZJqdhfBd3Erm+u75gSucDAwMfrVE4fLIf4raR6VrIiINgBjbGMVV50j6geuaMn0Go/+ULwcOjiIOkn502I0TmMUlLxRE+MH5Gkm41pl1AA47nNNRkwVOpPc37m6xFHGQABuOhpN+INEC0bBT3rBv+MTXjJ0KLgYpiX2F+HW7wy3El0N5otLYfltnp1rRUn2dC8buQ7xC4lijWW5IxJyIYHP2rJk4kMbY+1C9immckKY1PIE5xRk4Rj33z9KrGC5LUKUOWKSX7tyxQTLK4z0rZh4fDG+SiuOxFGSxjw7KqDSM4OBn5VWcVwi9anHhHnhHM/JTVhaTN8OK3vCUDZR9qLax2wkJutWjHwjfNGs+gflekYMVlIrhjjariwxzJrVcIHbSRpzt8qGSvcVLqsnXkzPFkg7mpNso5Cm2dR2oZlXO5AHejOTGpzZiaajTU5rs12noEaa7TtmraqsGFK7C7KGM12g0TIIp+74nJeWtvA8cSpbghCgIJyc770rsnJmXpNdpIpoFanymlkLMUya4Mab0qetcINWcdOdGaDNC6yEcjVxOw61c23aqG2IovFheLDJeOOtMJf981nmBx0qulh0pOEWS6cGbkN6pOSxxW9FfcKSYloZpIigA6ENk56/KvCgkVdZSp2NZukYy8ZdHrTLEXYqMBicAnkOlXdYGVdOS/xAjb6V5iO9kXG9NR8SPJsVm6bRzS8ea4NSWwhl5xj7mlZeCjnG2PmatFxBO+Kciulb4hUXlEzyqwMd7S9t91J0+lRDxKeI/wAQZr0KyK3WpaJJBggHNPP2itdP7xMy340p97UDWpb8RSUDfVSU3B4ZDnBX5YpObgki7xPmk8H/AATVKfDsenS4tZISMN4mefT9ar4McmRpBB715QRcRt+QOPpRRxW6hGJIz9qHT9Cfjv8A5ZvS8Htm304PoTS0vCZA38CUr8zSkX7QgkK40/StCz4tDcMVEi5AzggiocZohwqxFvA4nD7smrH+dqsLzicXvKT9q1ZNcVqtzJHiF8FW1DrVFuImxuKl37RLb7iIjjdwn+pCfxV1/aBfiiNPaoz1FdojboKLr0ReP6io/aCEj3GH0FHteKrdRzeEhLooOMDfereFCeairwqkEgkiABFK6FlH0IH9oF6RnP0obcekY+RP0rQeOJnZ2AyxyaqPDXkcU7r0PKP6ma/FL6UYRCM/KqD95TDzHA71sR3CJIG1gkcqIZYZJg8soVDknSd6d/4Un6iZDWMklvGG8kgzqcMTq+nKiWdktrOsqtlxkebccqJdcQgidgrgjoaRl47Hjy7/AENCUnwNKq9kh8WsQYtgAk5NXBjTbIrBfjUrZCD8UDxb2cFljbT3xtVab7L/AB5v7M33vY05nelm42sDaoidQzjYVjrYXUp8y4pmLg2ffYmmoRXLLVOnHllZ+Mu5JUYJOTSTXNxcNgEmtyHhsMS+5k9zTCxIgxjFPKMeEVq04/VHnksLqX3sAetNR8HAGZGB+RrY1IBzqjSovWh1WQ/Jm+NhSLh8CbhBn5mmBCq8gKFJeAcjSz3vrUPJk2qSH8Ae9XC5VYmTGzVl+1a3ClgM9avcpGvD0ulu1LscNFpOR9aag2UqMnyMNOo2oLXY5DNZZnU82zR24l7S8CXpdoIsjybNj0rRUjZeMMtd/OgteHuaSu5YzO/suvwc+XX731oGZDVqkjaNBD7XJ7mhNc+ppTw5D8JqwtpO1XhFGmnBBWuPU0M3FcLR+tT7G1UsClggSopIDNpHfTmoMYycHI+VV1VOqr3NNzhH3OB8qkx9mz9KvHMYyds5GN6gONWSKNwuymg12CO9Hd0ZsomkY5ZzXDBpXJyAZPrUhj600Y0PKu8FanNCzQsspVgcA4705ZcRa0WVVihcSjB8RNWPlVPAWo9nzuKMosTlFjlxccPaxgW3idLkL/EYyEgnbfH3pUSfKqeznGRUeC45VOxPxYwHB5gVdViYjUABSmmQV3iMtLH0Th6NW+tuHmOH2Q/xMfxARSDWKt7rZ+lUS5KsD2pm3u2hkEiHDDkcA0fJC+cRZrCRRkb/AEoLQSoeRrcHFJGtpISEbW2rVgAg9aEJVPNBRqMSrTXJjgsvMGrrOy8iR9a1Gigf3kxQ2sYWHl2+tGpF8j1ovlC8XEJFIySR861+H3L3KOwuIIig5SyhSflmsqThpHuHNCe0mj9flSagxOFOZ6E8QETKsrKSyhtmyN6Ol7Eyg60x/wC4V5RvFXdgdu9QJmHUip0kzJ+KnwezWSFzu4phIrTSTJBHLkEeYDb1rxiXcgOzmm4+KyqoBY1m6ckYvx5x4ZtS8HtZRtEo3zkClJP2eiPuZU/ehJxthsQaaj44nUGleoif94gJOE37QrCb6dol92Mk6R8hmlzwm/Q+WZz962E4vC/cUZb+BvSlqT7E69VcmB7LxROTOfqa4niibYc/evRi6gIq6TwF1ZcEqc70tT+BrN8o8x4/Ex8Mh+9W9p4l/wCnJ9jXppZYJJWdsb9BVNVuOoFGa9A6sf1PNmfiTf8Ajk+xqAOJv8L/AJr0uu3/AJhUeNAOtGa9C1l1E86lpxFyMsR8yabu+G3V14bNphCKAdC+96mtNry3Xuaq3FIgpHp1ozfQas+kZC8COfNKW+n/ADR04JAvwkn1pyTjcRt1iEYAU51DrSjcYTwzjOr6VV5srKsxhOHwRf8AiT/4imMrFAYsqqE5waxJOMSHAGfsKrb8XlguRK8YkA+FjilhJj0qkuTYaSMD3gaE13CFIDKD86xOIcRa7u3nGIg3wKdhSbT5+ImrVJlrxT1UVyOIXCwWaKsunJy+x/FZT8RJO361lx3EyMDCWVu6nBqy29w/TFVpJcmn48VyNtes2ctj/wDKgvdf/cNcnDZG95hR04Yg97B+potBD/ziJNc9gfvVDJI/JTWzDaWcZbxUYjG2P+6hUhUZ2Hzozj0g1odIxxFM/wAJFXXh8r82x9K02njXbA+lCa5XOwp5voerN8I7hnAo7u40XF0kCAZ1MP8AkVFzwyCC4eOKTxo1OA4HPaqe14zjNDa5JoymwvUYRbaNfhH2rtMQ+ECl2nJ60MzHvTtJjUJPljqhCwVVyTyAGTVDIg7UoJXBBXOR1rv4jHlRh7Hp+xlpl22obTdv1oXhSVHgyelNRRSjEQzXVbFdprpOy5GanNdprtNAbHZqdVRprtJo2FsF11dZcc6Xwa7cd6nFCxTHdZK5G4qRP60kkjp7pIri5PQipwIdNGis4OAa0bviJvY4A6xKIlIXQCP6154SH1oizEdT96l0zOVE1maOrLEsnu/Ws62aW5mWONJJHbOFQFids8hV2llhfzq6bkeYEcqjTaMnRa4HTbITg7VQ2IJ8pyaCLwkbn65osV5odWBBIOd6m0kRaoirWMqnAyDVTb3CfCafl4m1zN4rKinAGFGBUi6Dc8VOUhOc1yjP/irzWpExHNcVrWyLdTLCqrrblmuuLOKKd4ZNGtTg4OaWXtE6i7Rmrcr3oiXBG2oYphuHxNyIH0oL8MPwMftReIZQDRTxFgsq+ViASOgp6ThtrczLHwtpLgactq208upA70sP4fCmtfZEaYnIuCPMN/l/WlYJr+0VhEXXUMHBIp7C2fDINhA65BxviiRcDt3gmkN0UdRlFxnPP0pbx5l95Gqy3hHQineS4LvUXAA8Pm6GqG1uF+AGnRejviirdp3FGcg1Ki6MzwZxziNdiQf+Nq1xdJ/t+1N3M1j7PH4SYl+PP9qM/wCC1pdoyOIcSm4jcieaMIwXT5FIHM/3onD7b2+8jt4ZwpYbs45cvlT0/sglxGQ6Y54x+KiM2yHPhrk9cUskLUXozLsva3UkDy5KHGVGxoRuj/6p+1a6R2XiBpIlZc5I5Z+tdIlgT5IEUdjg0ZRHqQ9GP7QT/wCQ/aoM2fib7VsBLPH+kn2FSFtf/Tj+woyiGpH0YgbPwufpVtEhXX4EmnlnG1bmbZQNIQH5CnLoy2llHDOIRHL510756/1oz/ga38PNlp2txAsPlDas9f8AN6qtpdN8AH1rXNzGvQUM3ijlSzYtWXSEY+E3MjhQdyccxRW4I8TlJmIYcwCDRjfBdx//AFQ2vyx7mnnIM6rLrwyFepPzoi28KdBSrXUrfC1VzO/JGqd+ybTfLHw0KdKq1zEOVKC3uG6YqV4fK25Yj6UrLtk4x7YRrwA7UFrwnNGXh+PeYn6URbGFea5p3iPKmjPadj61QmRxshrWEES/AtT5AOS080PWXSMgQTN8H5qws5Tz2rU1p6VUzIO33o1GPWl0hAcOY+8xog4co5k03MzRKjSRsiuMqWXAb5d6A1yv8w+9GUgzqMj2ONaPDYNNHK8aArEMscgYH+Cq5Q2JuPHjDBtPhFhqI23/AD+KUF4yhgrkBtiA3Ol8mFpsPhB0qpZelKm4/wAzQ2uBjH9apQZapMaZxTRvlgsmghKuJR/ELA5X5Vjm4Hf81UzAn/mqVNmipMUzXA11dXWdpOa6prqQjganINTXUgJxUhRU11SQyfDHap8Je1dXVN2RdkrbazhRk1U2xFdXUsmLNkxwzRSBoXZHHIqcEVSSOYnzlmOSdzmurqvJlKbKFJBzFQGYV1dVJ3NE7lhMwoi3LDrU11DigcUx+08WW2lukuI4xBjILEMcnG23rVVvWZiWYknck11dWTgjB04u4wt3t71HS79amurGUUc06cQy3Q60QTo3SurqxZzuKRYLC3NcmoNrC3wV1dSuzFyaKnh0LfB+TVTwqPoCPrXV1CkxqpL2UbhO3lJqn7qmPJj966up5M1VSRX92XHRt6j93XR+KurqpSZSqMsOG3X8wqRwu+cEqMgczXV1Fx5smHh0zB/Fcg48unqfWoFnL4WlkAf+bUamuouJzZVeHXH81XexuXwJZWIHLJzj5V1dSuyHVlcj92HqxqRw1Ouo1NdQ2xakvZdeHQAHKnPzqy2UQHICurqnJk5yfZbw405aa7Ug6Cprqm7C7ZVZo8+ZTj0q1rcQmVFmXy6vMScDFdXVSLUUDvJliuZVikV49R0ldxjO1JtdH1qa6rSNYwQBrv1NBe7Peurq2UEdMacQRvD3OaolxrlRWbAJAJ7VNdWqgjdU4mn+0zSW3sUIvDcRCANHkKCuQOw+X2rC8dqmuqopWKjFWI8WRu5rv4h711dTB7E+HKa7wX611dSbJcmd4DdTXeB61NdU5MWbP//Z\n", "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo('Ekd8czwELOc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you look carefully, there is a slight asymmetry in the flow pattern. Can you explain it? What is the consequence of that?\n", "\n", "Here's a famous visualization of actual flow around a cylinder at a Reynolds number of 1.54. This image was obtained by S. Taneda and it appears in the \"Album of Fluid Motion\", by Milton Van Dyke. A treasure of a book.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Please ignore the cell below. It just loads our style for the notebook." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.core.display import HTML\n", "def css_styling(filepath):\n", " styles = open(filepath, 'r').read()\n", " return HTML(styles)\n", "css_styling('../styles/custom.css')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 1 }