{ "metadata": { "name": "", "signature": "sha256:3e014fdeee60bc2dea1503ec450c1942a3e7309cd56e2cebead7f5be8789f054" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 6, "metadata": {}, "source": [ "MAE 6226, 5/5/2015, the George Washington University.\n", "Written by George Teel" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hello everyone!\n", "\n", "This project has been inspired by an absolutely beautiful aircraft, known as the Caspian Seamonster (KM). The origins of this specific type of craft was a military sea plane that the United States of America (USA) discovered being built during the cold war by the Union of Soviet Socialist Republics (USSR) in 1966[1]. This Ekranoplan has a few variants with the first few being military versions known as the Lun Class, having antiship missiles attached to it. A plane designed for invasion, quick agile transportation, and efficiency for military use, the ekranoplan was Russia's answer to their military needs[2]. But as we all know, the cold war was an arms race, and many technologies such as this one were cancelled and mostly forgotten to rot away, the pilots included sadly.\n", "This project more specficially will be a case study of the A-90 Orlyonok (\u041e\u0440\u043b\u0451\u043d\u043e\u043a), which was designed to be a modern non militarized transport vehicle. These beautiful crafts are technological wonders as they are a combination of both sea technologies and aerospace. An intense study of of materials, structural engineering, airfoil design, Wing in Ground effect, and engines in salt water environments all designed to create these amazing constructs. Here's a quick video of the military \"Caspian Seamonster\" in action, to pique some interest!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo('_symWK4T7n0')" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", " \n", " " ], "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "[And if you want some good background music, I have provided a link at the very bottom of the page or just click here!](https://youtu.be/KxcP7TRY178?t=214) Feel free to read and listen if you want for some good atmosphere, I highly suggest it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
The Concept
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The fundamental design behind the ekranoplan is utilizing ground effect. \n", "\n", "\"What is ground effect\" you might be asking? It's really a simple concept, or atleast can be simplified. Imagining the fluid flow around an airfoil, vortices get created, and the wind wake is formed behind the wings. But, when one flies close to the ground, these flows get disrupted which change the induced drag.\n", "\n", "Taken from Federation of American Scientists website: \"Wing-In-Ground (WIG) effect craft take advantage the fact that the aerodynamic efficiency of a wing, and particularly its lifting capacity, improves dramatically when is operated within approximately one-half of its span above ground or water, in what is termed ground effect.\"[3]\n", "\n", "Taken from a Google translated page of a russian paper: \"lift can reach 50%, the increase aerodynamic efficiency (the ratio of lift to the drag force) - 1, 5 ~ 2, 5 or more times. Influence of the screen on the wing - a very complex physical phenomenon, and full of clarity and understanding the mechanism of this effect yet.\"[4]\n", "\n", "Another conceptual image is an air cushion that gets formed under the wings which makes crafts fly longer or \"hover\" over the ground due to the pressure differential. This affects all flying crafts (and birds too!) and can cause variations (potentially problems) while landing. In this case, these Wing-In-Ground Effect (WIG) crafts utilize this cushion to \"float\" on, self propelling themselves to a more efficient flight to consume less fuel.\n", "\n", "The ekranoplans use forward engines of the craft to ram air underneath the wings to generate that cushion faster, then they level out to keep a coast flight. Here's a video of the Orlyonok in action. It's in russian however, but if you skip ahead to 1:45 in the video, you can watch the animated concepts:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo('jIqIupqTJU8')" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", " \n", " " ], "metadata": {}, "output_type": "pyout", "prompt_number": 9, "text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "\"But why on earth do you need 8 engines on that Caspian monstrosity?!?\" Well, to overcome the friction of the water of course!!! Both the CM and A-90 crafts are incredibly heavy as they were designed for transport and assault, and not to mention the same size or larger than a Boeing 777! The friction of the water slows down the crafts so much that they have a hard time getting off the water. But, once they make it into the air, these engines get shut off or throttled back to consume less fuel and reduce salt water intake. Pretty nifty huh?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, how do we go about analyzing an aircraft built during the coldwar, which was held secret for years? And I am sure it still is, as I have not found any real information about the airfoils or any published data. Google of course! My search far and wide has lead me down a path through Google to these drawings right here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "[Razlib.ru [4]](http://www.razlib.ru/transport_i_aviacija/ayerohobbi_1992_02/p3.php)\n", "\n", "This website appears to be a paper published that has some very interesting background information on it. If one is curious to learn more, follow the link and use Google to translate that page into english. Thats what I did since my Russian is non-existant!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So now that we have our drawings, what's the next step to digitizing? Using a free opensource 3d modeling program of course! My alltime favorite, and one I've used for years is [Blender3D](https://www.blender.org/).\n", "\n", "Not going into super details about the process, but what I did in a nutshell was:\n", "* Import the drawings\n", "* Created both the airfoils and the body shape in Blender3D using Bezier curves\n", "* Converted the curves to a mesh\n", "* Wrote a custom Python script which exports the vertices\n", "* Correctly import the proper way XFLR5 requires\n", "\n", "These steps have taken the longest. Days and days have been spent figuring this part out, as XFLR5 is a bit temperamental with how it wants the correct inputs. Some images below show the steps I took." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fitting the Curves!\n", "\n", "
\n", "Curve the Airfoil. Make sure you do Trailing edge over the top to the Leading edge, then back around again.\n", "
\n", "Beginning the 2D cross section production.\n", "\n", "The Meshes!\n", "\n", "
\n", "The Mesh 2D cross sections\n", "
\n", "The Mesh 2D cross sections into the plane shape which is our 3D model.\n", "\n", "Finally, XFLR5 models!\n", "\n", "
\n", "The final airfoil shape in XFLR5.\n", "
\n", "The completed craft, airfoils, body, elevators and fins. Beautiful..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One might notice that the imported XFLR5 model of the body is alittle bit different than the image above of the blender file with all those vertex points. The reason being is that I had to make a simplified version due to XFLR5 crashing! Here's an image of the high resolution model before it would shut down every single time...." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A word of warning to those wishing to follow my steps.... don't make your mesh too big! It will load, then stutter, then crash.... wings too! So don't put too many panels on your wings and body else you won't get very far." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Wing Studies
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As I mentioned in the previous section, this entire case study has taken place in [XFLR5](http://www.xflr5.com/xflr5.htm). A free program which allows enthusiasts and hobbyists to analyze model planes, airfoils, and anyone who feels like playing around with an amazing program.\n", "\n", "With the blendering all done and model files exported and imported, it's time to have some fun and run some simulations! A few errors occured when I tried to make this foil the actual size of the aircraft though, and I gave up on trying to simulate the full scale model. XFLR5 just can't handle the computations (or perhaps my computer can't) as I believe this was designed for model aircrafts (well, it's primarily being used for them currently anyways). Therefore, throughout all these simulations, I have run a smaller version of the craft (about 10 times smaller) created from the diagrams above. The initial runs were very preliminary to get a feeling and understanding of the program, and to the best of my abilities, I have used XFLR5 to get some results. Also, a short note is that the type of simulations run on both the wings and the body were [Horshoe Vortex (VLM1)](http://en.wikipedia.org/wiki/Horseshoe_vortex) analyses with viscous effects. \n", "\n", "Shown below is an animation after running the batch analysis and the initial trial runs:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lovely isn't it? How I love colored animated things...\n", "\n", "Moving on to the simulations though! For the wing, studies of different velocities (2.5, 5, 10 m/s) have been done varying the angle of attack and height in ground effect to show the differences it makes. I believe this is a good start of a potentially long study. I took into account the low speeds for the model aircraft, the different heights in increments of 0.1 m, and the various angle of attack since we don't know the accuracy of those drawings. I think this was reasonable don't you?\n", "\n", "Following this class's Python notebooks ways, lets import the basics and begin shall we?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import math\n", "import numpy\n", "import csv\n", "from scipy import integrate\n", "from matplotlib import pyplot" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because I love color, this is my own colorscheme for the graphs. An absolutely wonderful free tool for those budding artists out there is [Paletton](http://paletton.com/#uid=1000u0kllllaFw0g0qFqFg0w0aF). A good colorscheme website to bring those coordinated colors to life." ] }, { "cell_type": "code", "collapsed": false, "input": [ "#Creating Colors for graphs\n", "color05 = '#791532'\n", "color10 = '#C2607C'\n", "color15 = '#864E18'\n", "color20 = '#D7A06A'\n", "color25 = '#114653'\n", "color30 = '#447985'\n", "color35 = '#3F7715'\n", "color40 = '#88BF5E'\n", "color45 = '#29195C'\n", "color50 = '#625294'" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then reading in that data and plotting the graphs!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./2_5ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha02, G02 = numpy.loadtxt('./2_5ms/02.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha03, G03 = numpy.loadtxt('./2_5ms/03.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./2_5ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./2_5ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./2_5ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./2_5ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./2_5ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha12, G12 = numpy.loadtxt('./2_5ms/12.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha17, G17 = numpy.loadtxt('./2_5ms/17.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 2.5 m/s', fontsize=20)\n", "pyplot.xlim(0, 10.0)\n", "pyplot.ylim(0.2, 1.0)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha02, G02, label=\"0.2 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha03, G03, label=\"0.3 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.7 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"0.9 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha12, G12, label=\"1.2 m\",\n", " color=color45, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha17, G17, label=\"1.7 m\",\n", " color=color50, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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k5ODhYT+JxsPDg0mTJjF27FhOnjxJ//79iYyMJCIigri4ODp27EhUVBReXl4l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\nSkaWcRVOsXbt2msqleJ6ImP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e+FSo4JDzHk8+wtszniDxzCGr8hr+N/BZ7++pW7WBQ/pR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BAAAg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\n", "text": [ "" ] } ], "prompt_number": 12 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at this first study at 2.5 m/s shows the most variation (though most are about the same). I have done the study for angles of attack from 0 to 10, but in reality, the Ekranoplan would never really go above 5, so we could just cut it off and focus on the left side of the graph.\n", "\n", "You can see that the no-ground-effect line is the lowest of all curves, next to 1.7 m for height. As stated above in the background information section, the ground effect increases your lift! Pretty drastically of course!\n", "\n", "Putting the segmented curves aside, follow along in your head with me. As the craft takes off it will be lowest to the ground experiencing the most ground effect possible, but very quickly it will rise up through the meters (just like planes taking off). So this quick cushion forms and ground effect is present to carry the wings off which is why the lower to the ground, we are seeing the Coefficient of Lift (CL) be much higher. But there is a limitation, and the higher you go, the craft loses the ground effect. According to these simulations, being roughly 1.7 m above the ground resulting in the same effects as the simulation with no ground effect. Makes sense since it's pretty high for a smaller model airplane to be experiencing ground effect.\n", "\n", "So looking at this graph, imagine the plane flying in the 2 to 4 angle of attack range (we don't want the tail to hit the water now do we!) and the CL is much much higher at these values vs the non ground effect. Near the tailing edge of 0.4 meters up, that's a CL of about 0.75 compared to the no-ground-effect CL of about 0.52! A massive improvement for no extra cost. This is where the efficiency comes into play. These crafts can float on their cushion, propelling themselves forward with less effort and less fuel costs.\n", "\n", "Let's read on for further studies!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./3ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha02, G02 = numpy.loadtxt('./3ms/02.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha03, G03 = numpy.loadtxt('./3ms/03.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./3ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./3ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./3ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./3ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./3ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha11, G10 = numpy.loadtxt('./3ms/10.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha16, G16 = numpy.loadtxt('./3ms/16.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 3 m/s', fontsize=20)\n", "pyplot.xlim(0, 10.0)\n", "pyplot.ylim(0.2, 1.0)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha02, G02, label=\"0.2 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha03, G03, label=\"0.3 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.7 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"0.9 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha12, G10, label=\"1.1 m\",\n", " color=color45, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha17, G16, label=\"1.6 m\",\n", " color=color50, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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fvNUUtiZ30ZyXtJ1zk/ZzXtJ2oiRITk7G29vbLM1gMJCUlGS1/Pbt29m6dSuv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hYWlt+jymcPZ0XEIukRuXylhWNXKKgw2xOACdLiI3Fz7zySTc+sNrqN95S6L/9j76zDozi3OPzO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\nAYBIpVS5pO4rERERERFZMuxK1ER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"text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Moving at 3 m/s is showing an even further difference as the curves continue. Following that 4 degree angle of attack we are looking at No Ground Effect CL value of 0.55, where the CL of 0.4 m is about 0.85! Huge improvement!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./10ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha02, G02 = numpy.loadtxt('./10ms/02.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha03, G03 = numpy.loadtxt('./10ms/03.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./10ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./10ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./10ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./10ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./10ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha12, G12 = numpy.loadtxt('./10ms/12.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha17, G17 = numpy.loadtxt('./10ms/17.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 5 m/s', fontsize=20)\n", "pyplot.xlim(0, 10.0)\n", "pyplot.ylim(0.2, 1.0)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha02, G02, label=\"0.2 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha03, G03, label=\"0.3 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.8 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"1.0 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha12, G12, label=\"1.5 m\",\n", " color=color45, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha17, G17, label=\"2.1 m\",\n", " color=color50, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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t3qCyVw29wykSp69GsfrwdFIzEk3Kt5xYSl3vB3Cws5273KdOXuD9/t8Rdei0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\n3wghhBBCCCE5yOspTI4A2jPGRvz3uj+A+oyx8Vlc3xT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"text": [ "" ] } ], "prompt_number": 14 }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./5ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha02, G02 = numpy.loadtxt('./5ms/02.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha03, G03 = numpy.loadtxt('./5ms/03.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./5ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./5ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./5ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha08, G08 = numpy.loadtxt('./5ms/08.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha10, G10 = numpy.loadtxt('./5ms/10.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha15, G15 = numpy.loadtxt('./5ms/15.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha21, G21 = numpy.loadtxt('./5ms/21.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 10 m/s', fontsize=20)\n", "pyplot.xlim(0, 10.0)\n", "pyplot.ylim(0.2, 1.0)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha02, G02, label=\"0.2 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha03, G03, label=\"0.3 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha08, G08, label=\"0.8 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha10, G10, label=\"1.0 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha15, G15, label=\"1.5 m\",\n", " color=color45, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha21, G21, label=\"2.1 m\",\n", " color=color50, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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t8fDwoH79+oSEhGQdt2XLlixcuDDr9eLFi2nRokXWazs7O+bPn0+tWrXw8PDg3Xf/nf8n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/oTHw6VTpQT2X4N7tZ4q61p2qY/TkDrCwTHgNSVRkDLauu4ALp7wVdWkdbdFrUC3kLZj0c0QK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\nIQTOn7yPres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VCtbD+HYrdTog7i/f0zjx72YIqGXlzg750bTQAFiZ6WeBOgDs2XYeU8ds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\nADsBTy2lDBYwASilfDHJsub8pyY5aES3LknSGLMFQhpzTfecicG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"text": [ "" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "It appears not much variation is happening between the 5 m/s and the 10 m/s but there are differences. This again is most likely chalked up to the custom airfoil or not the correct properties for the study or ground effect not being a strong element of XFLR5. But it is a good representation still of what we are trying to study.\n", "\n", "So quite intriguing I think, and I understand why the crafts were built for this. Truly a fun concept." ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Plane Studies
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, this is where the fun really began for me, and the headaches. In the program itself, it says adding the different airplane parts were not the best idea for simulation results, but I had to do it anyways. Not only having the custom aircraft imported was fun to see, but to see results was a great feeling too." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Simluations run on the entire aircraft were run at 5, 10 and 20 m/s with varied heights and angle of attacks ranging from -5 to 5. I don't believe the plane was designed to fly with angles higher than that, so I limited the range." ] }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./Full5ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./Full5ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./Full5ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./Full5ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha08, G08 = numpy.loadtxt('./Full5ms/08.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./Full5ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha10, G10 = numpy.loadtxt('./Full5ms/10.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 5 m/s', fontsize=20)\n", "pyplot.xlim(-3.0, 1.5)\n", "pyplot.ylim(0.0, 0.5)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.7 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha08, G08, label=\"0.8 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"0.9 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha10, G10, label=\"1.0 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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3KTIyMuDl5WUwptVqkZ6eftfXLl261KwP/uPGjYOnpyeCgoLQqlUrhIaGIiAg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vPrUgJBSC7iAz4gYN0ByFPTee3aFqaoMqk/dCzN8nU/juPw6MwOXFaxZMnUtiK6z94JU1vVR3ly\nHIeEt7cRee8wuCzf9gs1dWHddBD0bJzyNR5V5AoFdl/+G4du3M5aUBs6mhJM7NIenOANvI5PR0p6\nItO/U70B8Oj4B7Qlut89lqLm0xN/6BgbwsSOLa0jz5BhbYveiH4bCAAQa0rQfMIQNBs/CBpa7LGt\nhJD8oQSCqJPv/5rvS0XpBz/gPiQPSuraUZp3/kXceIQXK3YzyYOhvR2c543Md/Igz0jHmTWTcGnr\nPCZ5qFS/LQYtO5tt8qCUZyD81h5E3NnPJA9aZmVRruMsXvLwrfMO/xyHyVv24OB1NnlwsLWG10h3\n3H29AQsOjGKSBwMdE/w5YDemuq0otOThZ/2epyUkwWfGYmxsNwg+M5eorLEhlmigs+csAEAllwaY\ncP0QWk4fWSDJA/19lywldd6EqJMfVQeCMmpCighOqUSg9yV8OneTiVk0qYmKgzpDKM7fn35iTBiO\nLRmG8Ld+TKxJn2lo0mtytsuOMhKjEOq7DdK4UCZmZN8Mpeq6QSjSyNd4VLni9wJrfM4jVZrBaxcI\nAPdmjVC7kibm/tUNEXHBTN+6lVwwq+damBpYfPc4ihKO4+DnfQ5nf1uJlJgvS9jeXruDF6evoFon\ndplZhSZ1MfrsLpSuXZVqOhBCCMnWj1jC1APAYY7jfsTTjPy8Li1hIiQLhTQDr7d4I/ZxABOz69Ea\nth2a5vuDYYj/XRzzHIHUBP4JRhJtPXSevA6V6rfNtm9SkB/Cb+2BUsZ/CiIQS2DVsB8MytfJ11hU\nSZVKse7kRVx6wm7INjXQw7TuHfD0ozf2XVsFZZbSNRpiTYxqNx9ujYZD+AP2XRQlHMfhr34T8fry\nLSZmYFUKk295Q1NP/ZZpEVJU0RImok4KoxI1IeQnkMYl4uXqfUgOCuO1CyUasB/RHWZ18re/gOM4\nPD63G5e3zYdSwV92ZGJTAT3m7ISpbSXVff9TVToriaEFbFxGQNMo/5Wus3r9KQyLDvkgLJatNdnQ\nsRL6ujhh9clxCAhht2iVt3TEvN4bUd6yynePoygSCAQoXae6ygQiMTwKlz03w3XBlEIYGSGEkOJO\nvb5yKwFK6tpRmnfOkoPC4LdgM5M8aBjqofrMoflOHuQZ6Ti7bioubp7NJA8V67b+Z7+D6uRBlhqP\n4AurVSYP+na1UdZ1Ro7Jw4fQcMxZuiLH8SmVHA7duIOJm/5ikgcNsQjjOrVBPXspJm3toDJ56NF4\nFDaOvVDkkocf/XvebOxAmFVUXZ7H7+hZSJNTfujrfSv6+y5ZSuq8CVEn2T6BEAgECwDkZY2QYx6v\nI4T8BLFPAvBqszeUWdb+65a2hNPE/tA0NczX/ZJiw3F08TCEv33CxBq7T0HT3lOz3e+QEv4GYTdU\nV5W2qOMGI4fmOS6hOuZ7C5NWb0J8aDDat2mLpjWqMtfEJiZjqfdJPH4XyMTsSplhQhcXHLm5GDf8\nzzBxE/1SmN1zLepWbpHtGIqjpKhY6JmbMD9bsaYEXTxnYXv3Mbz2Wr07od2vE2kJEyGEkG+SUx0I\npcpANmgPBCEFi+M4hF64jY+HLyDrkUMmzpVhP6oXxNr5O0HnU8B9HFsyHCnx0bx2iZYuOk1ei8oN\n2mczFiU+v7iE6CenmLGIdY1h03xYjoXh0qRSzNm0C7vPfq16bGFihBsbV8Dc6GsCdPfVWyz3Po2E\n1DTmHp3q10Jdew2sODYZMYkRTLxJlfaY1t0LRrqm2Y6juFHIZLi1aT+urNiCnusWoGrHX1Red2j0\nXDw9dh4WjhXQ2XM2yjWoWcAjJYTQHgiiTr57E3VhoQSClGRKuQLv955GxPWHTMy6TUOUd2+X72Js\nT87/hYtb50Epl/Haja3Lo8fsHTArY6+yn0KairCbu5Hy6QUT07V2hFXTwRBrZV/F+E1wKIYuWoGX\nH9nTkeYN7oMpfbojQybH1vNXceIOO199bW1M7NoK/kFHcPjmJiaupaGDcZ3+hGvdfmp1stDHO4/h\nM2Mxol5/AAAYWltg0k1vaOrpMNcmRcbg6bHzaDjcHSKN7z/xihCSf5RAEHVCeyCKmZK6dpTm/ZU8\nNQ3+K/9ikwehEBUHdkKFPh3ylTzIZVKcWz8N5zfOZJKHCrVbYvCys9kmD+mxwQg8vURF8iCAqXMH\n2Lb0yDF5OHT5OlqOn8kmD4mf4ekxDJN7uyEoKgbjN+5SmTw4lyuDeX2a4q8r41UmD/a2NbB1whV0\nrNe/WCQPefk9T09Mgvf437C1y4jM5AEAEsIicXX5FpV99C3M0GRM/yKbPNDfd8lSUudNiDrJaQ+E\nAYD/ATjLcdzlbK5pCaADgN84jkv+KSMkhGRKi/oM/1V7kBbOP1JVpK0JR4/eMK6qupBbdpJiI3Dc\ncwRCX7Mfzhv1nIimfaZDKBIxsdyrSg+Gnk32G5RT0tMxc/127L94jYmVs7LEmAFuGNa5Hc4+8MPG\nM5cglWV5DaEAA1s2habGS8za5YYMeZZjYgUC9HOZiMGtpkP8A2pMFCUiiQRBD56pjN3avB81e7nC\nsorqDe6EEELIj5DTHojZAMYCqMxxXGo21+gAeAVgHcdxS3/aKFW/Ni1hIiVKwpsgvFy7H/Jk/p+j\nppkRnCYNgK5NqXzd79Orhzi+ZDiS4yJ57RpaOug4cTUcGnVU2U8pz0DE3YNIfH+PiWmZlYVN8+HQ\n0DPJ9nUDAkMwdOEKvA7+xMS6NW+ElRNHAwIBVh4/i5v+r5lrLI2N4NGpMU7cWYJ7r9mTniyMbDHX\nfQOql2uQ7RiKu7e+d7Gz11iVsfJN62L4UfZpDCGkcNESJqJOcqoD0Q3A5uySBwDgOC5VIBBsBtAd\nQIEmEISUJFG3/fBm5wlwcgWvXb9CaVSZ0BcSg+yXCanid3EvLmyewyxZMrK0Q485O2Fe1kFlv++p\nKs1xHPZdvIqZ67cjLcuJUVoSCRaNGYJB7VvheWAIlhz2QXRCEnOPFtWroIGjCJ5H+iA+JYaJt6rh\nholdPKGvnb+Tp4oqjuNULr2q5NIA1bq2wfMTF3nt5ZvWRRfPWQU1PEIIISVUTgulHQHcycM97gMo\nWoepq7GSuna0pM772rVrCDx+Ba+3HmWSB/P61VB95pB8JQ8KWQbOb5iBc+unM8lD+VotMHjFuWyT\nh6QgPwSe9mSSB4FYAuumQ2DZwD3b5CEpNQ2jl67BBK+NTPJQydYal1YvwoC2LbH78g1M37YPr589\n5V2jJdHApK6toKV5C38cGMYkD7qa+pjrvgHzem8q1snDv7/nHMfh6fEL2NRhCDJS2BOnAMD1jymZ\nx7DqlzKF+6aFGOa9EeYV7QpotD9OSf37pnkTQoqrnJ5AiAHIcoj/SwZAvRYZE1IEKDJkCD55DeJ4\ndqlemS4tUKZLi3xtDE6Oi8Jxz+H4FPCAiTXsPg7N+s1Svd9BqUDUoxOIe3mViUkMLWHjMjzHwnAv\n3gdi6CIvvPsUxsTcWzbDsvEjkJKegSlb9+KlimVNlWws0celEracn4SQ6HdMvJpdfczptR5WJmWy\nHUNxEvM+CCdneuLdjS9LxK56bUW7+ROY6wwszdFm7lhEvwtCm9ljoGWgX9BDJYQQUkLltAfiLYBV\nHMetz/EGAsFYAJM5jsvf7s3vRHsgiDrLSEjGy7X7kfQ+hNcuEItQeWg3lGronK/7hb5+jGNLhiH5\nM78+goamNlwnroZj404q+8lS4xF2fQfSot4zMX272rBq1BdCDS2VfTmOw64zFzFn0y5IZfzvInQ0\nNbF03HD0bdMC158HYOXxs0hJlzL36NGkHnS0/LH7ylLIFfx7iIRiDGk9A32aj4dIyCY+xY0sLR2+\nq3fixrrdUGR8natQLML4qwdg4VChEEdHCPletAeCqJOcEoh1AFoBqMlxnMpn6P9son4M4BLHceN/\n2ihVvzYlEEQtpXyKhP+qvZDGxvPaNfR1UWV8XxhUyt837U8vH8CFjbOgkPOXDhlZlEH3OTtRyk71\nCsTvqSqdmJKCSas248SN20zMoWxp7Jg7BWWtLLDx9GWce+jHXGOsp4uR7evh1H1PPP3I3sPWrDzm\nuW+EQ2n1KYj27vo97OjpoTJm17AWRpzYUiyOoiWEqEYJBFEnOe2BWArAEsBlgUBQK2vwn7bLACwA\nLPs5wyNZldS1oyVl3p+fv8XThVszk4cn4YEAAB1rc9SYPypfyYNCLsOFzXNwdu0UJnmwq9EMg1ec\nV5k8cJwSsc8vIOTSGiZ5EOsao2y7yTB2dMn2w+yTN+/gMnaGyuRhQLuWuLxmCTQkEoxdv1Nl8lC3\ncgXUMIrFKp+BKpMH17r9sWX8ZbVKHgCgYvP6ENZRffxq4J3HeHLodAGPqOCUlL/vrGjehJDiKts9\nEBzHBQsEgs4AvAE8FAgEYQCC/gnbAbACEAOgM8dxbAlZQki+hF25h/f7zgBZnqwZOVWAo0dviHVU\nLxVSJSU+Gsc9RyDkJXvUav1uHnAZMBtCEfvn/z1VpTmOwxafs/h16x7I5Py6DXraWvCaMArdWzTB\niTsPsfXcVcgU/E3hYpEQA1s2wMdIbxy+uBdGZSS8uIGOCaa7rUDTqq65zr+4ajDMHQ8DvJCRwj/8\nzrxyORjb2RbSqAghhBC+bJcwZV4gEBgDGA6gNYDS/zSHALgEYBvHcXE/dYTZj4uWMBG1wCmV+HDg\nHMIu32Vili3qokJfVwjFeV/jH/bWD8cWD0NSLH/TsliiBdfxK1GlWVeV/dJjgxHquw2y5NgsEQFM\nndvDrHr7bCtcxyclY7zXBpy5fZ+JVS1vhx1zp8DMyBDLj57BvdfsRmhbMxO4N7fD7ivzEP6Z/T6i\nTqXmmNVzLcwMLLOZdfERdM8P4f5v0GBoL5Xxm5v24eyvXgAADW1N/DJ1BBqP7g+xhM6qIKQ4oyVM\nRJ3kmkAUVZRAEHUgT5Pi1abDiHv2hh8QCFC+dztYt26Yr3Xvz64exvkNM6CQ8TckG5Yqje6zd8Ci\nfFWmz5eq0rcQee8IU1VapKkLq1yqSj8IeIPhi1ciJDKaiQ3r1BYLRg7Cy+BQeB45hc9JbMH6NrWq\nwkjPHweur4aSU/JiGiIJRrafj+6NRkCYTfJSXKTExuH8grV4tN/ny8boawdhYV+euU4hl2N9q/4w\nLmONjn9Og3EZ60IYLSHkR6MEgqgTSiCKGV9fX7i4uBT2MAqcOs47PTYe/qv2IvUTvxK0UFMCh9E9\nYVrDIc/zVshluLLjdzw6s52J2VVvii7TN0HHgK0OnXNVaTvYNB+WbVVppVKJ9UdPYcHO/ZBnWY6k\nr6OD1ZNHo2Pj+th16QYO/30n68os6GhqYlBrZ1zx84J/8ENeLD44AzXrOmNe7w2oYOWU2/SLNKVS\niccHTuLcH2uQFpeQ2V6ucW0MP7aZlyD++36nJSRB27DkHMuqjn/feUHzLlkogSDqJNs9EAKB4ASA\neRzHsYuhVV9fHcDvHMd1+1GDI0RdJX34BP/V+yBL5H8jLzE2gNOk/tArk31dhaxS4mNwYtlIBL9g\n6z7W6zoaLQbOVbnfIceq0g7NYVHHDQIV/QAgNiERY5evw8X7j5lYzcoVsH3OFEgkEkzevAevVNR/\ncLC1RpOqHLZdGIlUKftUoplTRywbtxWaGtoqX784ubJ0E655sYndx1uP4HfkLGr2Yvd0lKTkgRBC\nSPGT0zGu6wGMwJdq1PsA3OQ47uV/4gIATgCaAegDoD6ArRzHjf3Zg/7n9UvkEwhS/EU/eIE3W49C\nKcuy0djOBk4T+0FilPcPj+HvnuLY4qFIjGH3O3QYtwJOzd1U9ksK8kP4rT1QytJ57QKxBFaN+sGg\nXJ1sX/PO85cYvmQVwmM+M7HR3Vzx29D+uPnyNdb4nEdqlqrTAgHg1qg6IuJ94Pvch+lvrGeOWT3X\nor79L9m+fnETHxqBVY17ICOVPQ1b18wYU24fg7aRQSGMjBBSkOgJBFEnOS5hEggEjgCmAugNQAeA\nEkAcAAEAI3w5BjYNwCEAy/+bYPxslECQ4objOIScuYGgo5eZmGntKrAf0R0iTRMI/sgAACAASURB\nVImKnqo9v3YE5zfMgDyDnwQYmNug++wdsKxQnR3Dd1SVViqVWHXoOBb/dQgKJX+vgqGeLtZPHQuX\n2s5Yd/IiLj15zs7RQA89mtji8N8LEJXAPvVo5NgWM7qvhJGeWY7zLo7+3rAH5/63imnXNTPGgN1e\nKFOXfa8IIeqFEgiiTvK0B0IgEOgBaAqgLr7UfQCASAAPAfzNcVxSdn1/lpKaQJTUtaPFfd5KmRxv\nd59E1K0nTMy2Q1PYdW+l8oQjVfNWKuS4uvMPPDi1lbm+bLXG6Dp9E3QM2Q/h31NVOiouHqOXroHv\n42dMrI5jZWyfPRmpMjkWHTqBsFj2YLb69uVgafIaR29vRNa/W00NbXi4/o7O9Qdl7gcoju937Mcv\nVcNNy5VmYgqZDOta9UNkwJefvUAgQN2Bbmg7dxzv6UNxnPePQPMuWUrqvCmBIOok2z0Q/8VxXDKA\nc//8QwjJB1lyKl6u3Y/EN0G8doFIiIqDusCyKVOnMVupibE4sWw0gp7dZGJ1O43AL0N+Vbnf4Xuq\nSt/we45RnqsR+TmeiY3v2QVzBvbGyXuPsOOiL+SKLKcoiUXo1dQBt1+tw82Ap0z/ilZVMb/PJpQt\nVTmnaRdpsnQpbqzbjeurd6JM3eoYdnQT87MUaWig69I52NxpGKyrO6DL0tkoXYs9EYsQQggpDugU\nJkJ+otTwaPiv2ov0KP5+AbGuNhzH9YGRQ7k83yviw3McWzwUCVGfeO0iDU20H7sM1Vr0ZPp8qSp9\nETF+p5kCdWJdY9g0HwZtc9VjUCgUWLbfG8v2eTNPDUwM9LFh2jjUqWKPpd6n8OjtR6Z/GXNTNK2q\nwMEbS5Eu4xdGEwgEcG/qgaFtZkEi1szT/Iuit753cXKWJ2I/fK1d0Wvjn6jRvb3K699dv4fyTepA\nKMp7XQ9CiHqgJxBEnVACQchPEh/wAQHrDkCeyt+joG1hiiqT+kPHMu9r/f2vH8PZdVPZ/Q5m1nCb\nvQNWFZ2ZPt9TVToiNg4jl6zCzWf+TKyBkwO2zp6M0M/xWOZ9CvFZqiYDQOuaFRGfehq3A84zMTMD\nK8zptQ61KjbNdr7FwbHJf+DhPnYjuJ65KSbfPkonKRFCeCiBIOqkeFdmKoF8fX0LewiForjNO+LG\nI7xYsZtJHgzt7eA8b2Sek4erV67gys7fcdJrLJM8lKnaEINXXFCZPKTHBiPw9BIVyYMAZs4dYNvS\nI9vk4eojPzQbM5VJHgQCAab26Q7vxfNx6sETzN19iEke9LW10LdFadx7s0Bl8tCsakdsn3gt1+Sh\nOLzfZhXsVLYnR8fi0uIN33TP4jDvn4HmXbKU1HkTok7ytAeCEJI3nFKJQO9L+HSO3aNg0aQmKg7q\nDKE4b392qYmfcW3XAugkvmZitV2HoeXQ3yASa/Bf/zuqSssVCiz56xBWHjrOLFkyNzLEphkTUKms\nLaZu3Yt3YZFMf6eyVrA1e43dV5YwMS2JDiZ0WoT2dfrkq7J2UdZ4VB88PnwaUa/YTemPDp7EL9NG\nQs/MuBBGRgghhPxctISJkB9EIc3A6y3eiH0cwMTserSGbYemef7wHPnRH0cXDUFCVAivXaShiXZj\nPFG9pTvT53uqSodGx2LE4pW46/+KiTV1ropNMybgWdAnrDt1AekZMl5cKBDAtV4Z+H3cig8R7EnO\njqVrYa77Btialc9xzkVVemISNPX1VL53H+8+wdbOw3ltlVs2RufFM2BiZ1tQQySEFAO0hImoE0og\nCPkBpHGJeLl6H5KD+AXdhBIN2I/oDrM6Tnm+18u/fXBmzSRmyZK+qRXcZu+AdaUaTJ+MhEiEXt8G\naRxb9Tm3qtIX7z2Cx/J1+JzIP6FJKBRiRr+eGN3NFWtPXYTvMzY5MDfUR2OnDPjcXY0MOX+8QoEQ\n/VpMwqCWUyEWaTB9izqO4/Dk0Gmc+2M1Oi6cDudubVVe5z3hf3h88BQMrEqh45/T4NTxF7V5ykII\n+XEogSDqhBKIYqaknp9dlOedHBQG/9X7kBGXyGvXMNSD04R+0C+ft2+ilQoFru9djLvH1me2fYiR\noryZJmyr1IPbzG3QNTJn+iUGPUHErb35riotk8uxYOd+rPM+ycQsTYyxZdZEmBgbY/GhE4iIS2Cu\nqW9vjXT5OTx8e42JWRjZYq77BlQv1yDXeatS2O935Kv38JmxGIF3v9Tt0C/1ZWO0lgG7MTo5Jg63\nNu+Dy8Qh0NTT/a7XLex5Fxaad8lSUudNCQRRJ7QHgpDvEPskAK82e0MpzeC165a2hNPE/tA0NczT\nfdKS4uCzfAw++l1nYrXaD0arYb9DpMGvUp17VekR0DSyVPl6wRFRGLZ4JR69esvEWtR2xoZp43Dl\n2UssOHIKSmXWwm9itK1tiCtPPRGfEsv0b1XDDRO7eEJfO29zL0pkaem4smwLbm7aC6VckdmeFBWL\nS0s2otOiGUwfPTNjtJ07riCHSQghhBQqegJByDfgOA6hF27j4+ELTH0FE+fKsB/VC2LtvNU3iAoM\nwNHFQxAfwS80JxJL0Hb0Yji37sv0kaXEI+zGdqRFfWBiBuXqwLJhn2yrSp+5fR/jVqxHQnIK//WE\nQswd3Ad92/6CZd6n4fchiOlrZ2GMMqVe48rT/UxMV1Mfk7p6onXNHjnOtyiTZ8iw9pc+iH7D1rUQ\nCIXwuPgXbKo7FsLICCHFHT2BIOqEEghC8kkpV+D93tOIuP6QiVm3aYjy7u0gEObthORXt07j9JqJ\nkKXzj0PVM7GE26xtsLGvzfTJsap03e4wsm+mcg2+NEOG37bvwZYTZ9lxm5li2+xJ4ERiLD96Gomp\nacw1LtXM8SZsN4Ki3zCxqmXrYa77eliZlM1tykXeh1sPsa3bKJWx0rWrYvTZXbTHgRCSb5RAEHVC\ndSCKmZJ6fnZRmbc8NQ3+K/ewyYNQiIoDO6FCnw55Sh6UCgV89yzC8aUjmOTBxqEuhnhdgI19bd68\nOU6JmGfnEXJpDZM8iHWNUbbdZBg7NFd9WlBYBNpPmasyeWhbvzYur12Chx+C8eueI0zyYKCthTa1\nFfB98TuTPAiFIgxtPROrRp74oclDYb7f5RvXQc2erky7lVNluP4x9acmD0Xl97yg0bxLlpI6b0LU\nCe2BICSP0qI+w3/VHqSFx/DaRdqacPToDeOqFfN2n+R4nFzhgQ+P2c3HNdsNROvhC5j9Dt9TVfr4\n9duYuGojkrMkBmKRCL8N6w/XJg3w615vfIyIZvo6lTWGkruIMw9uMTFrUzvMc9+IKmXYpyRF3fub\nD+C7cgf67VoGLX3259but4kIuHgD6QlJkOjqoPWsMWgwrBdEeazhQQghhKgzWsJESB4kvA3CyzX7\nIU/mPy3QNDOC06T+0LWxyNN9ooNfw3vhYMRHBPLahWINtB21CDXa9Gf6pMcGI9R3G2TJWTcsC2Dm\n3B6m1durfOqRJpVi3ubd2HnmIhMrbWGObbMnISopFRvPXIJUlqXonFCI5tUkuPNqMxLT4pj+7Wv3\nwfjOC6GjqTppKaqSomJx7reV8Dt6DgDQeFRfuC6YqvLauzuP4MOth3BdMBWGVqUKcpiEEDVES5iI\nOqEEgpBcRN15ijc7joP7z6k8AKBfoTSqTOgLiUHePkS/vnMGp1ZNYJYs6RqXgtvMbbB1rMtr/56q\n0m9DQjF0oRf8P7IboTs2roeFo4dix6XruOnPVrkuZaQNO8tXuPXyOBPT0zLENLcVcKneOdf5FiVK\nhQL3dx/FxUXrkZ6YnNkuEAox9tJeWFezZ/pwHEd7HQghPwwlEESd0B6IYqakrh0tjHlzHIfA41fw\neos3kzyY16+G6jOH5Cl54JRKXN+7BMeWDGeSB2v72hiy4gKTPCjlGQi/tQcndyxnkgctMzvYdZqd\nbfJw+MoN/DJuJpM8SDTE8PQYhmkDemPmzoMqk4faFXXA4aDK5KFG+cbYMcm3QJKHH/1+f3rsj5Oz\nPHnJA/DlvfGZsRhKpZLpUxjJA/19lyw0b0JIcUULeglRQZEhw5vtxxBzn91zUKZLC5Tp0iJPHzDT\nkxNwcuU4vH94mYk5t+6LNqMWQazBP+41p6rSxg7NUSqbqtKp6VLM3LAd+y6wdSHKWVliy+yJ8A8J\nx/Rt+6DkstZ2EKFO5Xj87b8OiiwJi1ikgWFtZqFXUw+IhKJc51wUlalbHc5u7fD02HkmFvLoOR7t\nO4G6A9wKYWSEEEJI8UNLmAjJIiMhGS/X7kfS+xBeu0AsQuWh3VCqoXOe7hMT8gbei4YgLoxfq0Eo\nEqP1iD9Rs91AJgn51qrSAYEhGLpwBV4Hf2Ji3Zo3wpzBfbHu1EW8CGLjdhZaEIku49Un9lja0uYV\nMc99I+xt8zbnoiwpMgYrG3dnnkLoW5ihi+csVOnQopBGRggpCWgJE1EnlEAQ8h8pnyLhv2ovpLHx\nvHYNfV1UGd8XBpXK5Ok+b+6dx6mV45GRxv+wqmtkjm4zt6J0lfq89m+tKs1xHPZfvIYZ67chLUs1\nbE0NDSz2GIrypW2x8vg5JKenM/3r2Svh93EXUtITmVjn+oMwxvV/0Jbo5mnORUHUm48Iuvck26cJ\nd7YfxqnZngC+7H9oONwdrWaOVnkSEyGE/EiUQBB1QnsgipmSuna0IOb9+flbPF24lUketK3NUWP+\nqDwlD5xSiRv7l+HooiFM8mBVqSaGeF1gkgdZSjyCL6xSmTy8iNeDnet0lclDcloaxixbi/FeG5jk\noZKtNc56LUC8VIYFB44zyYOhrhjVy7/BrYA1TPJgqGuKhQP/wpRuywotecjv+52RmoYLC9dhbYve\n8JmxBOH+b1VeV39wd9g4O6J07WoYe2kvOv45rUglD/T3XbLQvAkhxRXtgSAEQNjVe3i/9wyQ5amW\nkVMFOHq4Q6yjnes90lMScWrleLx7wB6bWr1VH7QdtQhiiRavPSX8NcJu7My2qnR4uBJCDX4fAHjx\nPhBDF3nh3Sd2n4R7y2YY26srVh4/h+DorEe/Ava2QHTiITx6F8LE6lZywayea2FqkLdjaYuCVxdv\n4NScZYgL/vqz8Jm+CCNPb4cwy/G2QpEIA/ethq6ZMRMjhBBCSN7QEiZSonFKJT4cOIewy3eZmGWL\nuqjQ1xVCce4bh2M/vYX3oiH4HPqe1y4UidFq2B+o1WEwb78DxykR+/wiYvxOM0mLWNcYNs2HQdu8\nHDtejsPus5cwe+NOSGUyXkxbUwJPj2HQMzDAlvNXIctycpRICFQrF4lH7w5ByfFPHdIQSTCq/a9w\nazS8WH2wvrV5P87MX6Ey5rZyPur061rAIyKEENVoCRNRJ5RAkBJLnibFq02HEffsDT8gEKB873aw\nbt0wTyctvb1/ESe9xjJLlnQMzdBt5haUcWrIa//WqtKJKamYvHoTjl+/zcQcypbGmike8Lnvh7uv\n2OU7pYwALck1vI94ysTKWThiXu8NqGDllOtci5rEyGisbNQd0qQUJqZtbIgpt49C19S4EEZGCCF8\nlEAQdVJ8vmokAEru2tEfPe/02Hg8XbSVSR6EmhJUmdAXNm0a5Zo8cEolbh70gvfCQUzyYFnRGUNW\nnGeSh/TYYASeXqIieRDAzLkDbFt68JKHf+f99O0HtBg7Q2Xy0L9dS3hN9sDyE+eY5IHjODiVTcLn\nlG0qk4fujUZg07jzRS55yOv7bWBhjtazPVTGFNIMhD4N+IGj+vno77tkoXkTQoor2gNBSpykD5/g\nv3ofZFmO85QYG8BpUn/olbHK9R7S1CScXjUBb+6xdQWq/dILbUcvgYbm130T31pVmuM4bPE5i1+3\n/oUMGb+frpYWlo8fjhQl8OveI1lXQkFbwqF0qWfw+3iNua+xnjlm9VyD+vYtc51rUZAcE4eM5BSY\n2NkysQZDeuLxgZMIe/61MF6VDi3QceE0GNmwm88JIYQQ8n1oCRMpUaIfvMCbrUehzPJhXM/OBk4T\n+0FipJ/rPWJD3+PooiGI/cT/tl8gFKHl0P+hTsdhvKcXSnkGIu4cQOKH+8y9tMzsYOMyHBq67DKb\n+KRkTFi5Aadvsf2qlrfD0vEjsO/6HbwKYTdSlzZPR0KqD2KTwplYI8e2mN7dC8Z65rnOtbAplUo8\n2HMcFxeuQyn78hjhs1XlHo2Qxy+wqf1gGJW2QqfFM+DQumkhjJYQQrJHS5iIOqEEgpQIHMch5MwN\nBB1lK0Kb1q4C+xHdIdKU5Hqfdw8v46TXWEhT+EefahuYoNuMrShbrRGvPSMhEqG+2yCNz19V6Yev\n3mD4olUIjoxiYkNc26B1o3rYeOYKUqXSLFEF7EuHwD/YB1n/PjQ1tOHh+js61x+Up70dhS3s+Sv4\nzFiMkEdfl3t1X/0bavfprPL6gPPXUaFZPUjycGIWIYQUNEogiDqhBKKY8fX1hYuLS2EPo8B9z7yV\nMjne7j6JqFtPmJhth6aw694KglxOHuI4DrePrMaN/UuZU5MsK1SD2+wdMDTnL69JDHyMiNv78lVV\nmuM4rD96Cn/s2Ae5QgHZ52homHx5UqCno43l40YgKC4RFx8/Y/oa6kqhpXkNn2JeMbGKVlUxv88m\nlC1VOcd5FhXLR05C3Mlb4JT806J0TAwx5fYx6JgYFdLIfi76+y5ZaN4lCyUQRJ3QHgii1mTJqXi5\n7gASXwfy2gUiISoO6gLLprVyvYc0NRln1kzE6ztnmZiTS3e091jG3+/wjVWlPycmYezydbhw7xET\nq1GpPH4dPhC7rtxEaOxnXozjONhZRiMk5jhiktKYvr2bjcXQNrMgEWvmOteiQlNfj0keACD1cwIu\nLFyHbivmFcKoCCGEEALQEwiixlLDo+G/ai/So/gfuMW62nAc1wdGDmydhaw+h3/E0YWDERPCP61J\nIBThlyG/om6nEbzlQLKUeITd2I60qA/MvQzK1YFlwz4qC8Pd9X+F4YtWIiyGLfw2okt71KziiN1X\nbkCu4H+oFouksDb1w/uIO0w/MwMrzO61FrUrNst1nkWNQi7HhjYDEf7iNRMTikSYet8HxqVz3+xO\nCCFFBT2BIOqEEgiiluIDPiBg3QHIU/nLh7RKmcBp8gDoWJrleo/3j6/i5HIPpKck8Nq19Y3RdcYW\n2FVvwmvPraq0kX0zZu+BUqnE6sMnsGj3QSiyfONuqKcLz3HD4RcUigdv2ITEzCAOqbKzSEiJZmLN\nqnbE1G7LYahrkus8C5MsXQqxpkTlnozgh8+xqcNgXptNjSroumwObJwdC2iEhBDyY1ACQdQJ1YEo\nZkrq+dn5mXfEjUd4sWI3kzwY2tuhxvxRuSYPHMfhjvdaHP6jP5M8WJSrisErLvCSB45TIubZeYRc\nWsskD2JdY5RtNxnGDs2ZD8nR8QnoOW8hFuzczyQPtR0qYf2Midiw7xCTPHCcHGVKBSA8fjeTPGhJ\ndDCj+yr83m97kU8e3l67gzXN3eF3hF0a5uvrizJ1qqHugG4AAC0DPXT2nIUx53apdfJAf98lC82b\nEFJc0R4IojY4pRKB3pfw6dxNJmbRpCYqDuoMoTjnX/mMtBScWTsZr26dYmJVmnVDh3HLoaGpk9mm\nkKYg7OZfqqtK21SBdZNBEKmoKn3z6QuMXLIaEZ/jmJhH906wtbHGSp/zSEpLx3/TAG1JErS1fPE+\n4j3Tz7F0Lcx13wBbs/I5zrGwJYRH4eyvXnjucwkAcPZ/K+HQpim0jQyYa9vOGw+BUIiW00dBv5Rp\nQQ+VEEIIISrQEiaiFhTSDLze4o3Yx2zlYbserWHboWmuR5fGRQTh6KIhiA7i30MgFKLFoPmo12UU\n7x5pMUEIu74dsuSs+xYEMKvRAabV20Eg4D/kUygUWH7gKJbt84Yyy1MHEwN9LBw9BNdfvcPb0Ahe\njOM4WJoEIzLhLGRy/tGtQoEQ/VpMwqCWUyEWaeQ4x8KkVChwZ/shXF6yCdLkFF6s3qDu6LpsTiGN\njBBCfj5awkTUCSUQpNiTxiXi5ep9SA7i11oQSjRgP6I7zOo45XqPD0984bN8DNKT43ntWvrG6Dpt\nI8rVaJ7ZxnEc4t/cRNR9b5VVpa2bDoGuDbvMJiI2DqOXrsYNP/ZpRX0nBwzp4oo9124iPUPGiwmQ\nilImD/Ep5jHTz8LIFnPdN6B6uQa5zrGwKWQyrG/VHxEB75iYQCDA6HO7ULpW1UIYGSGE/HyUQBB1\nQnsgipmSunY0u3knB4XBb8FmJnnQMNRD9ZlDc00eOI7D3WPrcfiPfkzyUMquCoasOM9LHpTyDITf\n/AuRdw8yyYOWmR3sOs1WmTxce/QUzT2mMcmDQCDAhJ5d0aReHWy9cI1JHtIjH0IiOaIyeWjp7IZt\nE68Vi+QBAEQaGuiydLbKGMdx8Jm+CEqFAgD9npc0NO+SpaTOmxB1QnsgSLEV+yQArzZ7QynN4LXr\nlraA08QB0DQ1zLF/Rnoqzq6dgoCbPkzMsUkXdBjvBYnW1/0O31JVWq5QwHPPYXgdPMZUhjYzNMD8\nEQNx6elLhH8I5sU4Tg4L4+fwD7wKUTq/Qraupj4mdfVE65o9cpxfUVS2fg3U6dcFD/fxf+aGNhb4\nZeqIXAv6EUIIIaTw0RImUuxwHIfQi7fx8dAFpiq0iXNl2I/qBbF2zkXT4iODcXTREEQFvuS1C4RC\nuAyYg/rdPHj7Hb6lqnRodCxGLlmFOy/YfRlNnKuik0tTHL39gDmBSSz6DB0tX8QmBTP9qpath7nu\n62FlUjbH+RWmyNcfcNlzE9xWzoe2oT4TT/0cD69Gbkj9nAChWITGo/rhl6kjoKmno+JuhBCiHmgJ\nE1EnlECQYkUpV+D93tOIuP6QiVm3aYjy7u1y/Rb7o98NnFg+GulJ/BOQtHQN0WXaRpSv1SKz7Vur\nSl+6/xhjlq3F50T+sa4CgQAT3bshScHB70MQL8ZxHIz13yAu5TLkCv5SJqFQhMEtp6Gvy0SIRUXz\nwWFGahqueW3D3xv2QClXoP6QnujiOUvltQ/3++DRgZPosnQ2LB0rFvBICSGk4FECQdQJJRDFjK+v\nL1xcXAp7GAXO19cXTerVR8D6Q4h/meUIU6EQFfu7wqpFvRzvwXEc7vtsxrXdC8Bl+dbfvKwDus/e\nCWMru8w2WUo8wq5vR1p03qtKy+Ry/LnrANYeYZdFWZgYYdqA3jj3+DkSUtOyjC0ZJgZ3EJXgz2uP\nD85AlZqVMdd9A5zKsE85ioqACzdwas5SxIeEZ7YJBAKMOb8btjXZfSgcx4HjOAizSfZK8u85zbvk\noHmXLJRAEHVSNL/KJCQLaVwi/P7cgrTwGF67SFsTjh69YVw152+xZdJUnF03DS9vHGdiDo06wnXC\nKki0dTPbUsJf/VNVOpl/sVAEi7o9YGTPHgsbEhmNYYtX4mHAG+Y1XGo7o1Htmjh48z4T05QEQ8Fd\nRlRCIhOrV7klVk3YDR1NtpZEURER8A57Bkxm2jmOg8+MxRhzfjeEIhEvJhAIcj1WlxBCCCFFEz2B\nIEVewtsgvFyzH/LkVF67ppkRnCb1h66NRc79o0JwdNFQRH7McnyqQIDm/WehYffxmR9mOU6J2OcX\nEeN3mtlfIdY1hk3z4dA2t2Ne4+zt+xi3YgPik/kJh0goxAT3bviUmIIPEVG8GMdlwEj/MWIS7zL3\n09MyxDS3FXCp3jnHuRUV3hP+h8cH2eJ7ANBp8Qw0HOZewCMihJCihZ5AEHVCTyBIkRZ15yne7DgO\nTq7gtetXKI0qE/pCYpDzN/NBz27h+LKRSEv8zGvX0jVE56nrUaF2y8y2b6kqnSGT4bdte7H5xBmm\nj5WZCcb07IbzT55DKuMf+QpBJHS1fBGTGM70q1G+Meb0WodSRjY5zq0oaffrRAScv460eP5TFImO\nNp2sRAghhKgZ+n/2YqaknJ/NcRyCjl/B6y3e4OQKPAkPzIyZ16+G6jOH5Jg8cByH+ye34MBv7kzy\nYFbGHoNWnOMlD2kxQQg87akieRDArIYrbFuOYZKHwPBItJ8yT2Xy0KpuLbi1aQWf+094yQPHKaGj\n9QwK7ggSUvnJg1ikgVHt52PFcO/M5KEovd/JMXHwO3pOZUzPzBjt5o/ntTl1bInJt4+iwZCe+X6t\nojTvgkTzLllo3oSQ4oqeQJAiRymT4c3244i+95yJlenSAmW6tMhx/bxMmoZzG6bD3/coE7Nv2AGu\nE1ZDU+dLMvCtVaV9/r6DCV4bkZTKX1YlFokwtldXvImMxd3X/IrLHJcIPZ2/EZ/ylrlfafOKmOe+\nEfa2ztnOq7AolUo82ncC5xesRXpiMswr2cGmOvszqd2vKx4dOIWkqFh09pwJ+5aNC2G0hBBCCPnZ\naA8EKVIyEpPxcs1+JL0P4bULxCJUHtoNpRrm/AE7IfoTji0eioj3WZIPgQDN+s5Aox4TMpfUKGVS\nRNw9iMQP7MZmLfNysGk+DBq6xrz29IwMzNu8GztOX2D6lLYwR1/Xtrj6LADKLL+bItF7cLgKqSyF\n6dep/kB4uP4ObYkuEyts4S/ewGfGYgQ/fJbZZlvTCaPP7mQ2RgNAfGgEdE2MoKGtxcQIIaQkoz0Q\nRJ1QAkGKjJTQKPiv2gNpTDyvXayngyoT+sKwUs7F04Jf3MbxpSORmhDLa9fU0UfnqRtQsU6rzDZp\nQiTCsqsq7eiCUrW7MVWl330Kw9CFXnjxIZDp065hXZhZWCAghH8/jpNCV/suElKfMH0MdU0x3c0L\nTZza5zivwvL0+AUc8ZgPpULBxDovmYkGQ3sVwqgIIaR4ogSCqBPaA1HMqOva0Tj/d3i6cAuTPGhb\nmaHG/FF4Evox274cx+Hh6e3YP78XkzyY2lbEoGVneclDYuBjBJ1ZyiQPArEE1s2GwqJeTyZ58L76\nN34ZN4NJHiQaYozv7YZ0kQaTPCi5MGhqeqtMHupWcsGOib65Jg+F+X5XaFIXmvqqn4pcXLQeSZEx\nKmM/grr+nueG5l2y0LwJIcUV7YEghS7c9wHe7TkNZCnuZlSlPBzH9oZYBX+E0AAAIABJREFURxt4\nqbqvPCMd5zfOxPOrh5lYpfpt0WnSWmjq6AP4p6r0w+OIC7jGXJtdVenUdClmbdyBveevMH3srCzg\n2qIZbr/mF7bjOCUkGo+RJruNlHT+nDREEoxq/yvcGg3PtohaUaFnboI2c8fBZ/oiJiZNSsFb37uo\n5d6xEEZGCCGEkMJES5hIoeGUSnw8fBGhF24xMcvmdVChf0cIxew6+38lxoTh2JJhCH/rx8Sa9JmG\nJr0mZ+53+Jaq0q+CQjB0oRdeBYUwfTo0aQCJnj5CovlPPDguAVqa15CcHsj0sbNwwPzeG1HBiq3M\nXJjk0gykxMbB0Jqtp6FUKrHZdQhCHn09ncrG2RFdls2BbY0qBTlMQggp1mgJE1EnlECQQqGQZuD1\n5iOIffKKHxAIUK5XW9i0bZTjSUsh/ndxzHMEUhP4y2gk2nroPHkdKtVvm9n2LVWl91+8hhnrtiFV\nKuW1a2poYEhXVzwNDkOG/L/Hs3IQCF8DguuQydOY8XZvNAIj28+DpoZ2tnMqDO9u3MfJmUugbaSP\nUWd2qnwqEvb8Fda3HgCJrjbazBmH+oO7q9xATQghJHuUQBB1UrTXUBCGOqwdlcYl4umibUzyIJRo\nwHFcb9i2a8x8oP933hzH4dHZXdg/vyeTPJjYVMDg5WczkweOUyLm2XmEXFrHJA9iXWOUbTcFxg7N\neK+VnJYGj2VrMW7FeiZ5qFTaBr07tseDD8FZkod0SCRXIFOcZ5IHYz1zeA45gPGdF35T8vCz3u/E\nyGgcHD0HO3qMQcz7IIQ8eoEHe46rvNa6mgN6rvsdk28fRcNhvQokeVCH3/NvQfMuWWjehJDiivZA\nkAKVHBQG/1V7kRGfxGuXGOnDaWJ/6NlZZ9tXnpGOC5vn4NnlA0ysYt3W6DR5HbR0DQD8U1X6791I\nCfVnrs2uqrT/h0AMXbQSb0NCmT4dmzWCVCjGi+BPvHYl9wka4qtIlX5m+jR0aIMZPVbCWM882zkV\nhof7fXBm/gpIk/hHyl74cy2cOrSAnrkJ06dGjw4FNTxCCCGEFHG0hIkUmNgnAXi16QiUGTJeu24Z\nSzhN7A9NE8Ns+ybFhuPo4mEIf8ueaNTYfQqa9p6aud8hLSYIob7bIE/J+qH+S1Vp0+ptIRB8ffjG\ncRx2n7uMORt3Ij0jg9dDW1OC3h3a4HlIGP7768ZxCohEDyCV3wPA/z2UiLUwtuPv6Fx/cI7LsArL\n3R2HcXKWp8pYzV6u6LnujwIeESGEqD9awkTUCSUQ5KfjOA6hF2/j46ELQJb3zKSGPRxG9YRISzPb\n/p8C7uPYkuFIiY/mtUu0dNFp8lpUbtA+83XyW1U6MSUVU9ZsxjFfdiO3g10ZOFVxRGAk/3U57jM0\nNK4gLYN9UlHRqirm99mEsqUqZzufwqZUKLCx/WCE+qk+2mrclf2wrmZfwKMihBD1RgkEUSe0B6KY\nKW5rR5VyBd79dQofD55nkgebNo1QZXzfHJOHJ+f/wr55PfD8HX/pkLF1eQxadiYzeVDKpAi/uRuR\ndw8yyYOWeTnYdZrNJA9P337AL+NmqEweOjZvDHNrG17ywHEclNxzcIJDKpOH3s3GYsPYcz80efie\n95vjOKhKsoUiEboum5P5xOZfBlal0Hf7UlhVLfzkp7j9nv8oNO+SheZNCCmuaA8E+WnkqWkI2HAI\n8f78OgkQClGxvyusWtTLvq9Miktb58Hvwl4mVqF2S3Sesh5ael+WPEkTIhHquxUZ8eHMtaqqSnMc\nh20nz2P+1t3IkPGTDT1tbXRq2RxvwqN47RyXBpHoGqTyN1lXLMHMwBKze61D7YrNsp1PQYt6+xEn\nZy6Bs1s71O3fjYnbODui/pCeuLv9EIQiERqN6I2WM0ZBU0914ThCCCGEkH/REibyU6RHx+HFqj1I\nC+Mv/xFpa8LRozeMq1bMtm/y50gcWzIcoa8fMrFGPSeiaZ/pmScBJQY+RsTtfVDK0nnXCcWasGzU\nDwblavPaE5JTMN5rA07fusfcu2rF8ihTtgwi4xN57UouCCLRFWTIE5k+zap2xNRuy2Goy248Lgyy\ntHRcW7UDf6/bDYVMDm1jQ0y5fRS6psbMtemJSfAe/z+0nD6qSDx1IIQQdUZLmIg6oQSC/HCJb4Px\ncu1+yLKc8qNpZgSnSf2ha8MWLPtX6OtHOLZ4GJLjInntGlo66DhxNRwafal8nGtV6RYjoGnIryr9\n6NVbDFu0EsGRUUyfjs2bIDpNCrlCkdnGcXJAcAdy5SPmei2JDiZ0WoT2dfoUmY3Sry/fxMlZSxEX\nzF9eVbtPZ3Rf/VshjYoQQghACQRRL7QHopgp6mtHo+4+w7OlO5nkQb9CadSYPyrH5OHppf3YN8eN\nSR6MLO1QsdtvmcmDLCUOwedXqUweDMrVgZ3rdF7ywHEcNhw7hQ5T5zPJg6G+Hrq1bYXw5NQsyUMs\nhKIjKpMHB9ua2DbhKjrU7fvTk4e8vt9KpRKXlmxkkgcAeHTgJALvsqdXFWVF/ff8Z6F5lyw0b0JI\ncUV7IMgPwXEcgk/6IvjEVSZmVq8qKg9zg0iiobKvQpaBy9t/w+Nzu5hYuZou6DJtI+499AMApIS9\nQtjfea8qHZeYhLEr1uP8XXY5VA2HyjA2M0dwzNfjXjmOgxLPANyEXM4/blYgEKCfyyQMbjUNYpHq\nuRQWoVCIrsvmYGO7QSo3TvvMXIxxl/dBpFG0xk0IIYSQ4oeWMJHvppTJ8XbnCUTdecrESnd2Qdku\nLZgTf/6VEh+D457DEfKS3ZPQwG0cmvefBaFIBI5TIvbZBcT4nUHWXcxiXWPYNB8ObXM7Xvs9/1cY\nvngVQqP5FasFAgHaN2uMyORUXjvHpQCCK5ArPzBjsTCyxVz3DaheroHKeRQVPjMW494ub16bho4W\nWk4bhcaj+lACQQghhYSWMBF1QgkE+S6ypBS8XHsAiW+DeO0CsQiVhnSFRaMa2fYNf+uHo4uHISk2\njNculmjBdcIqVGnaBUD+q0orlUqsPeKDP3cdgEKp5F1vZmyEujWdEZXAr4St5D5CILgMuZK/9AoA\nWjq7YVJXT+hrZ1/orqCkfo7HleVb0HLaSOiYGDHxtIQkeDV0Q8o/T1WqtHdBx4XTYGRrVdBDJYQQ\n8h+UQBB1QnsgipmitHY0NTwafgs2M8mDWE8H1aYPzjF5eH71MPbM7sokD4alSmPg0tOZyUNaTBA+\nnlqCa5cvZrmDAGY1OsK25Rhe8hATnwD3+Yvw+459TPJQy8kRle3teckDx8mh4K5BwfkwyYOOph7m\num/A/D6bCi15+Pf9ViqVeLjfB16N3HBn2yGcX7BG5fXahvro8PtkGJexxsC9K9F/94pimTwUpd/z\ngkTzLllo3oSQ4or2QJBvEvfyPV6tPwh5Kv/4VG1LUzhNGgBtC1OV/RRyGa7u+gMPT21jYnbVm6LL\n9E3QMTDJpaq0HqybDYauNb8w3K1n/hi5ZDXCYz/z2oVCIVo3aYiYlDRIZV/3NXBcFCC4CKWSv8QJ\nAKqWrYe57uthZVI25x9EAYh4+RY+MxYj6P7XJWIP9/mgdu/OKFufTdJq9GiPqh1/gYa2VkEOkxBC\nCCElBC1hIvkWcf0h3u05BU7B/4bf0KEcHMf1gYautsp+qYmxOLF0FIKes5Wf63UZhRaD5kEoEkMp\nkyLi7kEkfrjPXKdlXg42zYdBQ/drXQOFQgGvg8fgufcIlFmeOliamcLJ0QHxqWmZbV82Sj8Bh9tf\njmr9D6FQhMEtp6Gvy0SIRYWfXyeER2F5nU5QZCl4BwCWjhUx9vJe2tdACCHFAC1hIuqEEgiSZ5xS\niUDvS/h07iYTs2haGxUHdoRQrPpDd8SH5zi2eCgSoj7x2sUSLbQfuwxVXXoAADISIhHquw3S+DDm\nHqqqSkd+jsNozzW47vecub5u9aoQaGpCofz6e8JxyVDiEpRcEHO9tUlZzO29EU5l6mTzEygcx6cu\nxIM9x1TG2v9vEpp6DCjgERFCCMkvSiCIOqE9EMVMYa0dVUgzELD+oMrkwa5nG1Qa0iXb5MH/xnHs\nmdmZSR4MzKzRf/GJzOQhMegJAs8sZZIHoVgT7yXVYVGvJy958H38DM09pjPJg1gsRssmjaDUkPCS\nByX3DkrsU5k8tKvdG9smXityyYOvry/azhsHXTO2krRAIEBSJLv8Sh2U1DXSNO+SheZNCCmuCn+N\nBinypHGJeLlmH5IDs3ywl2jAfkR3mNVxUtlPqZDD969FuHdiIxMrU7Uhuk7fAl0jsy9VpR+dQNxL\ntobEv1Wlw568ymyTKxTw3HsYXgeOMTUPbK0sYWdnh/i0r3szOC4DCu4GOLxg7q+nZYhpbivgUr1z\nzj+En0yeIcP7v+/DvmVjJqZjbIj2v06E94T/ZbZZV7NHl6WzUbp2tQIcJSGEEEIILWEiuUgODof/\nqr3IiEvktWsY6sFpYn/ol7NR2S8tKQ4nlo9GoN8NJlbbdRhaDv0NIrEGZKnxCLu+A2lR75nrDMrV\ngWXDPhBqfN0MHBYTi5FLVuP285e8awUCAeo6V4Miy74FJRcBDheg5OKY+9co3xhzeq1DKSPVcygo\n728+wMmZSxD9NhCjz+5CmTpsUsBxHLZ2HYnw56/RevYY1B/SE6JsnvgQQggpemgJE1EnlECQbMX6\nvcarTYehlGbw2nVLW8Bp4gBomqo+2jQqMABHFw9BfAR/qZBILEG7MZ6o3qo3ACAl/A3CbuyAIp1f\nk+FLVenuMLJvxqsqfenBY3gsW4fYBH4yo6Wlhfq1aiD5P+PkOCWUeAgldxcAf2O1SCjG8Laz0aup\nB0RCUZ5+Fj9DUlQszv22En5Hz2W2WTlVhselPSqTg8+BnyDW0oSBpXlBDpMQQsgPQAkEUSe0B6KY\nKYi1oxzHIfTiHbxcs49JHkycK6P67BHZJg+vbp3GXzNcmeRB39QK/RefQPVWvb9UlX5+ESGX1jDJ\ng1jXGGXbTYaxQ/PM5EEml2Pw9Dlwn7eISR7KlSmNGtWrZUkeEqHgjkLJ3UbW5KG0eUVs8DiHPs3H\nF2ry8P7mA6xs5MZLHgAg3P8N7m4/nPm///t+m9jZlpjkoaSukaZ5lyw0b0JIcUVrIAgPp1Dg/f6z\nCL/KHqFq3bohyvduB4GQzTuVCgVu7PfEHe+1TMzWsS66zdwGPeNSUEhTEX7zLyR/Yk9N0rV2hFXT\nwRD/pzDcp6hoDFu0Erdv3YKGydcPzyKRCHWcq0EuEEKmUHwdB/caSlwFBylz/071B8LD9XdoS3Rz\n/0H8ZFZVKkEoVp3AXFqyEVU7t4KhVakCHhUhhBBCSO5oCRPJJE9Nx6uNhxD34h0/IBCgQj9XWLes\nr7JfenICfLw88OERuwm6ZruBaD18AUQaEqTHhiDUdytkybFZrhLA1Lk9zKq35yUn5+48wNjl6xGf\nnMy7Wl9fD85OVZD2n9oIHCeFgvMFhwBmDAY6JpjRfSWaOLXP5SdQsB7u98GxSX+ojLWZMxYuk4YW\n8IgIIYT8LLSEiagTSiAIACA9Jg7+q/YiNTSK1y7S0oSDhztMqlVS2S8m+DW8Fw9FXNgHXrtQrIG2\noxahRpv+AID4t7cRefcQU1VaqKkL66aDoGfz9SSnDJkMv+/Yh43HTjOvV6lCORgZm0DJ/fd41jAo\nuQvgkMBcX7eSC2b1XAtTA4tcfgI/B8dxSItPhI4xu+RLqVRia+fhvArT+hZmcP1zKqp1bs3b/0EI\nIaR4owSCqBPaA1HM/Iy1o4nvQ+C3YDOTPGiaGsJ57ohsk4c3d89h93RXJnnQNS6Ffn8eRY02/aGU\nZyD81h5E3N7HJA9apmVRruNMXvIQFBGJDlPnM8kDl/gZ9WvXgoGRcWbywHFKKJR3oOCOMMmDhkiC\nsR0XwHPIwUJLHmLeB2Fnz7HY0dMDyv8ss/qXUChEl6WzIRSJIBAK0WhkH0y+fRTVu7TJTB5K6lph\nmnfJQvMuWUrqvAlRJwW+B0IgELQDsAqACMA2juM8s8QdAOwEUBPAXI7jVhT0GEuS6HvP8XrbMXBy\n/od7/fK2qDKhLySG+kwfTqnE3wdX4NYhLyZmXbkW3GZth76pJTISo75UlY4LZa4zsm+GUnXdIBRp\nZLadunkX4702IDEllXetiYkxTEuZ4L8j5LgEKLjz4BDO3NvOwgHze29EBSvV9Sl+Nlm6FNdX78T1\ntbugyJABAO7uPIJG/2fvvqOjKtoADv9mN733SiChhg6K9BIQQUCKIk2aIjYQRBQURP1sgA1EQEVR\nUGkWUJGOIl3EhiJVSqT3GiBtd74/dgnZ3AUChEB23+ecPbAzc+fOuxdy9s2dudO7s6FtTIUytB4x\nmIRbKxFXObmwhyqEEEIIccUKdQqTUsoMbAGaAnuBX4EuWutNudpEAiWAdsDxiyUQMoXp2mit2T1n\nGf/N+tFQF3FbRcr2bo/Zy9NQl3H2NN+P7se/axca6qo07ULzR0fg4enN6V1/sX/l51izzjm0UR5e\nxNS5j+CSt13oMzOLFz76jI9mOz6RSClFcpnS+AVeSGK01mg2YdVL0Tg+IQqgfd2HeLjFMLw9fS//\nIVwH25av5dunX+NYquOu296B/jy5eiZB0e7xFCUhhBCOZAqTcCWFfQeiJrBNa50KoJSaAbSFCytf\ntdaHgcNKqVaFPDa3Yc3K5t/J33Fo9TpDXcJdDSlx9+1On7R0dM82Zo54gKN7HBdZm8weNO39Cre0\n6AnayqHfv+XYP4sNx3sFRROf0hvv0Licsh179/Pg8NH8tc1xGpSPjw9VKlYg98QfrdOx6CVothr6\nDg2I5NkO71Kr3O2XC/+6Or5rryF5AMg4fYZ5L4ym84ThN2BUQgghhBAFp7DXQMQDu3O932MvE/l0\nrXNHs9LOsv6tyYbkQZnNlH3wbhLb3+E0efj318V8OqilIXnwC47gvle+4taW92NJP8WuRWOdJg+B\nJapT4q7BDsnDN8tWk/L4YEPyEB0VReVKFR2Sh6Opv5CtpzpNHuokN+OTAUtvePIAcOt9bSleo4rT\nur+/WciO1b9fUX/uOldY4nYvErd7cde4hXAlhX0HokDnHN1///0kJiYCEBISQrVq1UhJSQEu/IBy\ntffnXc3x6UdPEL52J+mHjvHn/lQAqscm4uHvy9GaSWzKPsX55cbnj2/UsCGrvx7D5HdfBa0pGeEN\nwI4jGYTFlaLv298SFBnPgllTOfLXXGqUDAVg7SbbuoeaFRKIqnE3fx1U/LtqDSkpKaRnZtLjqSHM\nX/Nbzt4OWccOYzKZqFqnHt5+fhxJ3Q5AaPESWPUaTh1chhUPQop7AXBiVyYeZi+e7/s6bWrdz7Jl\ny27I9XD2vu2bQxncoDVWq5USXrbpV3tVOtU73pWTXBTG9S7K79etW3dTjaco/P8uyu/let8c45Hr\nXbDvz/89NTUVIVxNYa+BqA38T2t9p/39EMCadyG1ve5FIE3WQBSME5t3smncdLLPOK5J8I0Op8KA\nbvjFRBiOyTibxtx3n2DLz/MMdZUad+DOx17Hw8uHYxt+5PAf34F23PXZwzeYuJQH8YsqlVO2bc8+\ner02in92pDq0DQjwp3y5cg77Rmt93L5Q+qDh/KVjK/F8lw8oEVU2H9EXrLPHT7Lw1bHEVU6m1v33\nOm0z74VRrPxgKgDJzRvS+rVBhBaPc9pWCCGE65M1EMKVFPYdiN+AMkqpRGAf0AnocpG28p+sgBxY\n8QfbPv0ObXH8gh9ULpEKj3fBM8DPcMyx/TuZOfwBjuza4lCuTGZu7/UiNe7qjTUrnb1LJ5K2y7iW\nwi+mLHENe+Hhe2EB9FdLljNwzIecSU93aFusWDwx0dE5yYNtofQGLHoZkGXou1PDPjzYbAheHt75\n/AQKhtaaP7+Yw7yX3uHs0RP4BAVQoUUKgdHG5Ov2wY+w+49/aNC3BxVapBTqOIUQQgghrqdC30hO\nKdWCC49x/VhrPUIp9QiA1nqCUioG29OZggArcBqooLVOy9OPW96BWLp0ac5t0svRViupM39gz7wV\nhrqoetUpc38bTB7GHHL7H0uY/VYf0s847q3gGxjK3YM/okSVeqQf22vbVfr0YcPx4ZXvJKJaq5y1\nFGfTM3j2/U+YssDxiU+enp6UL1cWT+8LiYDW57DoH9Bsd2h7YlcmpSsVZ0jHcdxaumG+4i9IBzdv\n57vBI0hd86dDebX2Lej4/qvX7bxXcr1dicTtXiRu9+KuccsdCOFKCn0fCK31fGB+nrIJuf5+AEgo\n7HG5GktGJlsmzuTobxsNdYntm1KsVUPDTsdaa9bMGs/Sz4dDnuQsOqkS9wz5hJDoBE5uW8OBNTPQ\nFse7AyYvX+Lq9yQgoXJO2ZZde+j12ig2pe5yaBsSEkLpUiUdFsVY9S4seiFwxjDmKom1GfvENIL9\nw/L5CRQsZ8kDwLqZ87n1vjaUalDzBoxKCCGEEKLwFfodiILirncg8iPzxGk2vDuVtJ2OG7iZPD0o\n+1B7Im+rZDwm/Szz3n2STatmG+oqNLyblo+/hdnDk0Nrv+LE1lWGNt5hCcSn9MYr8MJ0numLlzJo\n7EeczcjIKVNKkViiOGHh4TllWmdj1T9jxfiEIh8vP/q3Hk6LGl0MCU9h2rd+M+Pv6I62Wg11EaVL\n0P+nGXh4e92AkQkhhCgK5A6EcCWFfgdCXF9ndh9gwztTyDjmOP3IMyiACv3vI6iU8ebOiYO7mDn8\nAQ6lOt6tUCYTjXs+T822j5CVdpT/Fk0k49huw/EhZesRVbNDzq7SZ9LTGTxuItMXL3Vo5+PjQ3K5\nMpg9LmxQp/UxsvV8wDgVKrlYdYZ1fp9iESXzG/51E1c5mTq9O7H6w+mGuqQ6t2DJypIEQgghhBBu\nwXSjByCuTN7H/+V27K+t/DX8I0Py4BcfRbXnH3GaPKT+tYJJT91pSB58AkLo9OI0arV7lDN7N5A6\n53VD8qDMnsTW605MnftykoeNqbto8vgzhuQhMjKCShUr5CQPWmss+i+y9VTyJg9KKbo1HsC4x+bk\nJA+XirugZGdmsWL8Z6QdPua0vukzjxIUc2En6diKZXl07iTufnsY3gH+12VMhRH3zUjidi8St3tx\n17iFcCVyB8JF7P1hDTumzTOsXQitXIbkxzri4evjUK615tfZE1gy+RXDtJzIEuVpP3QSIVEJHP5j\nNkfXLzSczzMwkviUh/AJi8/pb8rCJTwz/mPSMzNz2pnNZkqWTCIoKChnvYPWZ7HoxWh2GvqNCo5n\naKfxVCtZ92o+hqu2Y/XvzH5mJIe27ODApm10GPeyoY1PYACtXn2KmU+8TNNnHqVO706YnSxCF0II\nIYRwZbIGoojTFgvbp89n/4+/GOpim9Si1H0tUGazQ3lWxjnmj3+aDctmGY5JrnsXrfq/gwkr+1ZM\n4uz+LYY2AQlVia3fHbOXLwCnz57j6bEf8tUSx6c9BQQEUKZ0KUy5zm/VqVj0IuCsod/GVdoxsN0b\nBPqF5Cv2gpB2+BjzX3qHP7+c61De+9sPKVn3VkN7rTVnjhwnIPLGLOYWQghRNMkaCOFKJIEowrLP\npbP5/S85vv5fxwqlKHlfS+Kb1jYcc/LwHmaN6MWB7esNx6R0G0Lt9o9z7vBO9i37mOyzJ/K0MRF5\nS1vCKt6es6D5n+2p9Bo+im179jk0jY2NJS4uNue9baH0Sqw42TPCO4ABbUdyR/UOhbpQOv3Uad6q\n1Y6zR08Y6iLLJtFvyXQ8vDydHCmEEEJcGUkghCuRNRBFzPm5o+lHT/DX8ImG5MHs40XFJ7o6TR7+\nW7+aSQObG5IHb/8gOj7/ObXbP87xTUvZtWC0IXkw+wZRvFl/wis1Pf9DkElzFnLHE0MckgcvLy/K\nJyfnSR6OkK2nO00eKhavwcT+S2h2S8dLJg/XY86sT1AgVdo1d1p3eOtOVn0wpcDPeaXcda6wxO1e\nJG734q5xC+FKZAJ3EXR6xx42jJlK1imHvfXwCg2i4oBuBBSPdSjXWvP73E/44eMX0VaLQ114sTLc\n+9xkgiPj2Lf8E06n/mE4n290aeIb9cLDNxiAU2fOMuCdD/h2+WqHdiEhIZRMSszZQE5rjZV1WPVK\nwPG8JmWie5OBdG8yEA/zjftn2GzIY2z4/gdOHzpqqNv123q01jf08bFCCCGEEDcbmcJUxBz+9R+2\nfjQTa1a2Q3lAYjwVn+iKV0igQ3l2ZjoL3n+W9Uu+MPRVttad3DVgLGScYu/SiWSeOmhoE1bpDiKr\nt0aZbOsY1v27nQdfG83O/Qdy2phMJooVK0Zk5IU9ILQ+g0UvQvOfoc+Y0OI812k8lRNrXVnwV0lr\nzZ4/N5Bwi3H/C4C/vlnIF48MzXkfGBVOy1eeokq7ZpI8CCGEKBAyhUm4EkkgigitNXvmLid15g+G\nuvBbK1DuofaY8+xDcOrIPmaNfJD9/xqnDjXoMoh6HQdwKvU3Dvw8HZ2d6VBv8vQhtn4PAotXzTn/\nxNkLeP6jT8nMlbz4+vpSqlRJvL29c8qsegcWvRg4Zzhvs+od6N92BAE+QVcU/9U6umM3s4e8zr8/\n/cxDsyeSVLu6oY3Wmkkd+rJ95a/UeqADzYY8hk9QoJPehBBCiKsjCYRwJZJAFAHW7Gy2fTqbgyv/\n5M/9qVSPTcypK9ayAYntm+ZMGzpv98ZfmDWyN2dPHnEo9/INoM2T4yhVowmHfp3FiS3LDefzDo23\n7SodFAXAybQz9Bv1HnNWOT7pKTIykoSEYjm/pdc6C6tegZW/DX36+wQxsN0b3F7tnqv5CFi6dCkp\nKSn5bp+VnsHysZ+y7N1JZGfYkqOo5FL0+3EqZk/jwuijO3eTfiqN+Krlr2p818uVxu0qJG73InG7\nF3eNWxII4UpkDcRNLivtLJvGTefkllSHcmU2UbpHG2IaOj5qVGvNnws+Y/FHw7BaHKc5hcWV4t7n\nJhEUEsauBaNJP2KcXhRcujbRtTph8rDdzfh98788OHw0uw4eymk1Qc+qAAAgAElEQVRjNptJTCxB\nSMiFx61qfYhsvQAwbsJWJbE2QzuNJybUuJHd9XBg0zamPjCIozt2OZQf2rydVR9Mo2G/noZjwpMK\nZ2xCCCGEEEWd3IG4iZ07cJQN73zOuYOOC3w9/Hwo/3gXQsqXdCjPzspg8YfPsW7RVENfpWo0pc3A\n8WSf2M2+FZ9izTjjUK9MHkTX7kRIGdsGblpr3v9mDi99PJWs7AuJSGBgACWTkvDwvLCjtJU/sOpV\ngOOGdCaTmQeaDua+lP6YTY57UVxP506eZnTd9qQdNi6M9vTzYcCKrwlNiHVypBBCCHF9yB0I4Uok\ngbhJndySysax08g+47iOwCcqjIoDuuEXG+lQnnbsILNG9mbvlt8MfdXtOIAGnZ7i6D8LOfrXfMDx\nc/MMCCc+pTc+4cUBOH7qNI+/PZ75axz7iouLIyYmOteUpTQseiGa3YZzxoUnMqzT+1QobtyMrTCs\n+3oeX/Z53mld7V4daTPymUIekRBCCHcmCYRwJbIPxE3o4Ko/Wf/mZEPyEFS2BCcbJRuSh71bfmfS\nwOaG5MHTx497np1IvfZ92fvTBxz9ax55k4eAYpVJvOvZnORh7cYtNOwzyCF58PLyoly5ssTGxuQk\nD1a9jWw9xWny0LLGfUzsv6RAk4eLPTc8Kz3DaXnV9i0o2eA2hzIPH2/uGNKHli89WWDjut7c9Xnp\nErd7kbjdi7vGLYQrkTUQNxFttfLfN0vYPWeZoS6qblXK3N+O5atWOpT/tXgaCz8YgiXPU5RCYhK5\nd+gkAvy8SZ0zkuwzxx07VIrI6m0Iq9QUpUxYrVbGfT2bVyZNw2K9MBUpNDSUEiWKYzbbpiBpnYVF\nL0Pzj2GMgb4hPHXP26RUbn21H0G+nTtxioWvjWP3b+vps+gzw8JopRRtRj7D2JTOWLKyKde0Hq2H\nDyYssdh1H5sQQgghhCuTKUw3CUtmFlsnzuLIr8Yv5iXuvp2E1o0c9iSwZGXyw8cv8sf8yYb2JW9p\nTOuB48nY+zcHf50JeTaPM/sEEtewF/6xZQE4evIUj705lh9+/TOnjclkIiGhGBERF/Z2sOqDWPQC\nIE8yAlQvWZ8hncYRFRx3paFfEa01676ez7wXR3PmiG3Bdov/DaBBn+5O26+aMI3g+BgqtmosezoI\nIYS4YWQKk3AlkkDcBDJPprHx3amc3rHHoVx5eFCu9z1E1qrsUH7mxGG+ef0hdm90fKwqQJ32j1O/\n45McWvsFp3Ya10P4RpUkruGDePrbnqD08/qN9B75DvuPXHh6kq+vLyVLJuHj4wOA1las/I5V/0ze\nhdJmkwe9mw+hY4M+132h9KF/dzL7mZHsWOkYl5efLwNWfU1IfMx1Pb8QQghxtSSBEK5E1kDcYGf2\nHGTdKxMMyYNnoD9VnnnAkDx8PWUikwbeaUgePL19aTdoAnXaPsiuBW87TR5CKzShePMBePqHYLVa\nGTV9Jm0G/88heYiKiqR8crlcycNpLHqm06csJUSU4r0+8+nSqN91Tx6WLl3K3j83GpIHgMyz55g7\n7O3rev4bxV3nCkvc7kXidi/uGrcQrkTWQNxAx9f/y6b3vsCSZyGwX1wkFQd0xycy1KF8/ZIvWfzR\nMBJDHH+BERyVQPuhk/BV6fw35w2s2Y79mTx9iKnblaDEWwA4fOIkj7w+hqV/XNjwzcPDgxIlShAS\nEpxTZtVbsegfAeNC5da1etCn1Uv4evlfVexXo1qHlvw2/Tt2rvrdULdh7hK2/LCSck3rF9p4hBBC\nCCHckUxhukH2LVnL9qlzwer4W/2QiqUp36cTHn4+OWWW7CyWTH6Z376faOgnsUoD2jw1jrStyzi+\naamh3jskzrardHA0ACv/+oeHR47hwLEL6xgCAwNJSkrEM2dvh0wseimajYb+gvzCGNx+NPUrtriK\nqK/doa07GdvYtjA6t1vva8udz/fDPzz0IkcKIYQQN45MYRKuRBKIQqatVnbMWMC+xT8b6mIa30bp\nrq1Q5gvTgc6ePMK3bz7Kf+tXGdrXbPco9dv35cDKyZw7vNNQH1TyNmJqd8Hk6Y3FYuGt6TN5c+rX\nWHMlLfHxcURHR+d6POt++0Lpk4b+apRpxLMdxhIRdP3WGliyslg1YTreAX7Uuv9ep20WvjaOZWMm\nARBdvhTt3hhKiVrVrtuYhBBCiGslCYRwJbIGohBln8tg47vTjMmDUpTs0oLS3Vs7JA8Hdqxn0lN3\nOiQPO45k4OHlQ+snx1G7eSd2zXvTkDzYdpXuTGz9npg8vTl47Djth77C659/mZM8eHl5kZxcjpiY\nGPsPNSsW/QsW/SV5kwdPsxd9W73MGw98cV2Th9Q1fzKuaVcWvDyG+S+N4eT+Qzl1uefMNn7yQaLL\nl6LFi0/w+A9TXTp5cNe5whK3e5G43Yu7xi2EK5E1EIUk4+hJNoyZwpndBxzKTd5eJD/agfBqyQ7l\nG5bNYt64p8jOTHco9wuOoNuIr/A8u5/di8eRd2M4D/8w4lN64xtRAoClf/zNI6+P4fCJC0mBcW+H\nk/YdpfcZxp0YVY5hnd+ndFylq479cs4cPc6Cl9/l9+mzc8oyz5xl7vNvc9/E1w3tvfx86bdkOibz\n9V24LYQQQgghjGQKUyE4nbqXjWOmknnitEO5V2gQFZ/oSkCJC3snWC3Z/PTZa6z99gNDP8Ur1aH1\nE+9w8u85nNm7wVDvH1+BuPo9MfsEkG2x8PqULxk1fRbnPyfb3g4JRESEXzif3oxFLwEyDf3dXedB\nHm35At6evlcber583mMgmxYYN88DuH/GWMo2qXtdzy+EEEJcbzKFSbgSSSCusyO/b2TLh19jzcxy\nKPcvHkvFAd3wDg3KKTt76hjfvfUYqX8tN/RT464HqdvmAfavmEz2mWN5ahUR1VoRXqU5SpnYd+Qo\nD48cw+r1FxZB+/n5kpSUe2+HDCz6JzSbDecKDYhg8L1jqJN8xzVEnn8HN29nbJMuWLMthrqwxGI8\nsewLPH19nBwphBBCFA2SQAhXImsgrhOtNXvmr2TT+BmG5CG8ejJVh/Z2SB4OpW7k06dbGJIHs6c3\nrfqNpkbD5uxZ9C6rf1vvWO/tT8IdfYmo2gKlTPzw65806jPIIXmIioqiXLkLeztY9V6y9RSnyUOt\ncrfz8RNLCy15AIhOLkX9R7s5rQspFsO5U6fdds6sxO1eJG73InELIYoqWQNxHVizLWz//HsOLDfu\nVxB/Zz2SOjRDmS7kbptWfc/cMU+QlXHOoW1geCx3D5qAOrqJg2tmGPryiUgkPqU3nv6hZGVnM+Kz\nL3jni29y6j08PEhMLEFwsG1vB60tWPVarKwl79oJTw9vHmv5P+6u0yvniUwFSWvNhrk/UbxGZYJi\nIg31TZ56iL+/XciJPbY1Iv4RYbR6+Umqtm9hG8+mAh+SEEIIIYS4CjKFqYBlnTnHpvEzOLlph2OF\nyUTp7ncRm3JbTpHVYmH5tNf5+euxhn6KVajJXX1GcuLPWWQcNy5uDk1uRFSNe1BmD/YcOkLvEaNZ\nu3FLTr1xb4cTWPQCNAcMfZWMKc+wzh9QMqb81QV9Gcf+28v3Q15nyw+rqNyuGV0+HOG03cb5S5l6\n/9PU7NmeZkP74hsS5LSdEEIIUdTIFCbhSiSBKEDnDh1jw+jPOXfgiEO52deH8n07E1qx1IW2aSeY\nPaovO35fYuineoue1Gl2LwfXTMea5fgUJuXhRWzdrgQl1QBg4Zrf6PPWOI6fTrPVK0VcXBwxMbaN\n47TWaDZh0T8BjlOpADrUf4TezZ/D27Pg1xhkZ2ax8r3PWTJqItm5dtt+4MvxlEmp7fSYw9tSiSyd\nWOBjEUIIIW4kSSCEK5E1EAXk5Nb/WPfKBEPy4BMZSrVhDzkkD4d3beHTp1sakgeThyct+rzOLbfW\nZP+KSYbkwSs4hv+CGxCUVIPMrCyGTfiULi+OzEkevL29KVeubK7kIR2LnodFLyJv8hAWGMUbvWbQ\n965Xrlvy8N4d3Vg0fLxD8gAw+5mRZOUpO+9iyYO7zpmVuN2LxO1eJG4hRFElCUQBOLR6HevfnER2\n2lmH8qDSxak67BH84qJyyrb8PI/PBrXi+H7Hzd8CQqPp8uIUQq1HOLbxR8M5AhNvJbHVILwCwth1\n4BCtnn6B92Z9n1MfFhZG+fLJ+Pv7A2DVu+0Lpf819FWv/J188sRSapZtck1xX4qHlyelL3KX4ejO\n3Swf++l1O7cQQgghhLh+ZArTNdBas+vbJeyavdRQF1m7CmV7tcN0fg2C1cqKGW+z6otRhrZxZW+h\nVe/nOb7uWyzpjntFYDITXeMeQpIboZRi7uq1PP72eE6mnbFVm0wUL55AeHi4fUwWrPpnrPxmOI+3\npy9973qZ1jV7XJeF0nllpJ3lnfr3cnLfQUNddPlSPP7jNMweso5fCCGE65MpTMKVSAJxlaxZWWz9\n+BsO/7LeUFe8bWOKt22c8yU9/cwpvh/dj22/LjK0rdq0C7c1bMrRv+ZBnng8/EJsu0pHJpGRmcWL\nH3/Oh9/Oy6n38/MjKSkx194Ox7Ho+WgOGc5TJq4ywzp/QImoMtcQtXPHd+0jtHic07p/5ixhWq9B\nOe89vL1o1P8BGvbriaePd4GPRQghhLgZSQIhXIlMYboKmafS+Pv1SYbkQXmYKffwvZRo1yQneTi6\nZxufDmppSB5MZg+aP/wqVSqU5ei6uYbkwS82mcTWz+IbmUTq/oO0GPgcH347j6xjhwGIjo4iOdm2\nt4PWGqv+h2w91ZA8KKXo0uhx3uszv8CTh/RTp/l+6Bu8VbMt25avddqmYqvGlGtaD4AyKbXpv+wL\nbh/08BUnD+46Z1bidi8St3uRuIUQRZXMH7lCZ/YeYsM7n5Nx5IRDuUeAHxX630dwmRI5Zf+uXcT3\nox8n46zjtCS/4Aja9nsdy65fSDviuOgaILxqCyKqtESZTHy34mf6j3qf02dt6yvMZjNlypQmKMj2\niFOtz2HRP6DZbugnIiiWoR3HcUvpBtccd25aa/7+dhHznn+b04eOAraF0f2XzsDD28uhrVKK1iOe\noXqnDVRuc0ehTJ0SQgghhBDXj0xhugLHN2xj0/gZWM45PkHINzaCigO64xsVBtjWO6z66h1WTHvT\n0EdM6aq06NqfkxsXoS2OT0YyefsTV78nAcUqkp6ZyfMffsrH3y/MqQ8KCiIxsUTO3g5WvQuLXgic\nMZynYaW7eOrutwj2D7vWsB2c3H+Imf3+x7blvxjqmj77GE0G9i7Q8wkhhBCuQKYwCVcidyDyaf9P\nv7JtyhywWh3KQyqUpHzfznj4+QKQcTaNOWP6s3XNfEMfVZp0oFr1Wzmxfq6hzie8uG1X6YBwtu/d\nT6/X3mb99lTA9kMnPj6O6Ojzj2fNxqpXY+UPYz9efvRvPZwWNbpcl9/2+wT6c2jrDqd1S9/5hKp3\nNyc8KaHAzyuEEEIIIW4OsgbiMrTVyo4Z89n22WxD8hDTqAYVn+yRkzwc27+Tzwa3MiQPymTmjgeG\nUSEpltM7jWsFQso1oHiLgXgGhDPzp5U07jsoJ3mw7e1QLid5OJb6F9n6C6fJQ3Kx6kzsv4SWt913\n3aYKeQf40+rVp5zWZadnsGj4+OtyXnedMytxuxeJ271I3EKIokruQFyCJT2DzRO+5ti6zY4VSpHU\nsTnxzevmfFHf/scSZr/Vh/QzJx2a+gaF0eahF8je8ysZWeccuzF7ElPnPoJL1eRcRgZDxn7AZ/N/\nyKkPCwujePEEzGazbaE0f2NhMXkvm1KKrilPcH/TQXiYPQssfq2100SkUuumlG1Sl61LVjuUV+/Q\nihb/G1Bg5xdCCCGEEDcfWQNxERnHTrJhzBTO7DrgUG7y8qTcI/cScUsFwPYle83McSydMsLwJKXo\nkpW4454enNmxxtC/V1AU8SkP4R0ax9Zde+k1/G027txlO4fJRPHixQkPt6+p0Gex6MVodhr6iQqO\n57lO71G1ZJ0CiRvAkp3Nmk++5O9vFvLQdxPx8DImJUd37mZMo05kp2cQWSaRtm8MoWS9GgU2BiGE\nEMKVyBoI4UokgXAiLXUfG8ZMIfOE49OTvEICqfhENwISbXseZKafZd67T7Jp1WxDH5Ub3U2l8qVJ\nP2R8OlJgierE1O2K2cuXL35YxtNjP+JMejpg29uhZMkkvL1tjzm16lQsehFw1tBP4yrtGHj3mwT6\nBl9ryDl2/76ebweNYP8/WwBo9lxfUp7o5bTt8nGfYc3Opn6f7k6TDCGEEELYSAIhXIkkEHkc/WMT\nmyd8hTXT8QlJ/sVjqPhEN7zDbF/Wjx/4j1kjenEodaPjuEwmmnYdSLD1CJZzp/IM2kRUjbsJLd+Y\nsxkZPDP+Y6Yt+imnOjo6mvj4OPsPmWyseiVW1jl0cWJXJnFlwhjQdiR3VO9QYGsdzp04xcJXx/Hr\n57PI/bl6+nrzxPKvCCsRXyDnuVpLly4lJSXlho7hRpC43YvE7V4kbvciCYRwJbIGwk5rzd6Fq9n5\n5ULDVKSwauVIfqQDZvvmZzvXLefbtx4l/fRxh3Y+gaHc1WMAlgPrsWjHBdcevsHEpTyIX1QpNqXu\nptdrb7Nl1x5bnYcHSUmJufZ2OEK2ng8cNYwzMaoc7/X/grjwxAKJ+7xty39h7WczDeVZ5zKY89yb\ndP98tOzhIIQQQggh5A4EgDXbwvYpcziw7DdDXXyzuiR1ao4ymdBas/a7Cfz06SvovE9kSqpISvPW\nZBzaaujDL6YscQ0fwOwTyLRFPzF4/ETOZWQCjns72BZKr8OqVwIWhz5MykT3JgPp3mQgHuaCz/u0\n1kzq2Jdty4z7OwB0m/wWFVo2LvDzCiGEEO5A7kAIV+L2dyCyz55j0/gvOLExz1oFk4nS3VoR27gm\nAFkZZ5k37mk2Lv/G0EfVRq0pVyLWafIQXrkZEdXu4kxGJk+/OZYvf1wOnN/bIZ7o6CgAtD6DRS9C\n85+hj5jQ4gzr/B6VStS81nAvSilFm9ef5d1Gnci2JzfnlahZlTDZ20EIIYQQQuDm+0CcO3SMda99\nZEgezL7eVHqye07ycPLQbj5/tq0xeVCKZp37UirKj6y0Iw5VJi9f4ps8SuQtbdmYupvbH38mJ3nw\n9vYmOblcTvJg1TvI1lOcJg/Nqnfg4yd+ykkervX52ZsXLefXKcYkCCCiZHEa9rs/571fWDDtx7zI\nQ7MnElO+9DWd91q563PDJW73InG7F4lbCFFUue0diFP/7mLDu1PJTnN8upF3RAgVB3TDP962cdt/\n61fzzRsPce7UMYd2voEhtOzYC+vxVPJOpPIOS8jZVXryvMUMee8TMrJsi7LDw8NJSChm39shC6te\ngZW/DePz9wliYLs3uL3aPQUS74k9+5nz3FtsnL8UTz8fSjeqTWhCrKFdo/7389esBSTVvYU7h/XD\nLyykQM4vhBBCCCFcg1uugTi05m+2fvwNOjvboTywVAIV+t+HV1AAWmt+m/MxP37yP7TVcT1CfKmK\n1K3fkOzTBw19B5epS3StjqSlZzHw3QnMWroKALPZTPHiCYSFnd/b4RDZegFwzNBHlcTaDO00npjQ\na582ZMnKYtWE6fz41gSyzqbnlJe/sxHdPxvl9JjMM+fw8ve95nMLIYQQwkbWQAhX4lYJhNaaXd/9\nxK7vfjLURdSsRNkH78Hs5Ul2ZjoL3n+G9Uu+NLS7pWFLkmJDsTrZVTq6VidCytTh72076PXaKHbs\ns21C5+/vT1JSIt7e3vaF0n9g1asAx4XYJpOZB5oO5r6U/phN5iuK7WK+eeo1fv18ltO67p+Novyd\njQrkPEIIIYS4OEkghCtxmzUQ1qwstnz4tdPkIaFNiu0xrV6enDqyjylD73aaPDTv0IsSET6G5MEz\nMIISLZ8iuHRtJs6eT7MBQ3OSh5iYaMqVK2tPHtKw6FlY9QryJg9x4YmMf2wu3Zs8ecnk4UrnjtZ7\n9D7Mns5nqn0/9A0yz5xzWnezcdc5sxK3e5G43YvELYQoqtxiDUTmqTNsGjeNU//ucihXHmbKPNCO\n6LrVANi98RdmjezN2ZOOC6IDgkO5o3UHOOtYDhCQUJXY+t04k6V59LW3mb1iDQCenp4kJiYSFBQI\ngFVvw6J/ANINfbSscR+Pt34VP++AggjXQVSZJBr268lPoz421CmTieO79xGdXKrAzyuEEEIIIVyT\ny09hOrv/MBtGf076YcdN3zwC/KjQrwvBZRPRWvPngs9Y/NEwrBbHdRGJ5Spz6y3VsWak5RmAichb\n2hBWsSl/bt3Og8NH8d+BQwAEBweTmFgCDw8PtM7Copeh+ccwtkDfEJ66521SKre+wuiN9m/4F7/Q\nIILjog11WefSGdOwI8f+2wuA2dODBn17kDKgF15+stZBCCGEuN5kCpNwJS6dQBzfuJ1N42ZgOef4\nW3/fmHAqDuiOb3Q42VkZLJowlL8WTzMcX6txS+LC/CDPrtJmn0DiGz2Ib3RpJnw7jxcnfk5WdjZK\nKYoViycq6vzjWQ9i0QuA44a+q5esz5BO44gKjrvCyB1lpJ3lxzcnsPrD6SQ3b0i3yW85bbflx1V8\n2qU/SfVupe3rQ4gqm3RN5xVCCCFE/kkCIVyJy66B2L/sNzaM+syQPAQnJ1F12CP4Rodz+ugBpj7X\n3pA8eHh40KJ9N+JCfQzJg29UKZJaDyHTP5YeL7/J0A8mkZWdjY+PD8nJ5YiKikJrKxb9Kxb9BXmT\nBw+zJ4+0eJ63en91VcnD+bmjWmv+mbOEd+rfy8r3p2C1WNg47yc2L17h9Lhyt9ej9zcT6D1rQpFM\nHtx1zqzE7V4kbvcicQshiiqXWwOhrVZSv17MnvkrDXXRDW6ldI+7MHl4sGfzb3wzsjdpxx0fxRoW\nEUWjps0h84zh+LCKTYm8pQ2/bdlO7xGj2X3wMAAREeEkJCRgMpnQ+jQWvQDNXsPxCZGlGdbpfcoV\nq3ptMWrN1AcGsXGecUH490PeoGS9Gk6nJpWsV+OaziuEEEIIIYRLTWGyZGSy5cOvOfrHJkP7xA7N\nKNaiPkop1i2aysIJQ7BmZzm0KVf5FiqUKw1Wx3UQJk8fYut1xz+hCuNnfs8rk6aRbbFgNpspUaI4\noaGhAFj1Viz6RyDDcP7WtXrQp9VL+Hr5X2PkNgtfG8eyMZOc1qUM6EWzoX0L5DxCCCGEuHYyhUm4\nEpdJIDKOn2LjmKmk/bfPoZ3Jy5NyD7UnokZFLFmZLP74Bf6c/6ljG5OJek3uJCLIx3Ae79B44lN6\nk4Yvfd4cy6K1fwB593bIxKKXotloOD7IL4zB7UdTv2KLaw86l8yz5xjTsCPHd+0z1PmFhzDo1+/x\nDvAr0HMKIYQQ4upIAiFciUusgUjbtZ91r0wwJA+ewQFUeaYXETUqcubEYaa90MGQPPj6+tKiXQen\nyUNQqVqUaPk0f+w+RsPHns5JHmJiYnL2drDq/WTrqU6ThxplGvHJgKXXlDyknzrt8P783FEvP19a\nDx9kaF/l7ub0XzrD5ZIHd50zK3G7F4nbvUjcQoiiqsivgTi6bjObP/gKa0amQ7lfsWgqDuiGT3gI\n+/5dx6wRvTh9dL9Dm7j4BGrWqYuyOk5lUiYPomt1JLBUbd79ejavTZ6OxWrF09OTpKREAgMD7Qul\n12LVawDHuzieZi8evnMY7es9jMl0dTma1WJh7WezWDR8PJ0nDKdsk7qGNsnNGlKhRQob5y8lvGRx\n2ox8hjIpta/qfEIIIYQQQuRHkZ7CtGfhKnbMWAB5YgitUpbkRzvi4evN30u+ZMF7g7FkOa5LqFaj\nFknF4w39egaEE5/Sm9PmYB57YyxLfl8H5N3b4SQWvRCNcfpQYlQ5hnV+n9Jxla46tr1/b+K7QSPY\n8+cGAMJKxPPE8i/x9DXeJTmxZz9/fDGHBn174OnjfdXnFEIIIcT1I1OYhCsp0gnE8vuHGcrjmtam\nZOc7sWorSya9xG9zHHdg9vLyokGTZgT5eRmO9S9Wibj6PVmzZScPjXiHA8eO2/d2KEZUVCQAVr0Z\ni14CZBqOv7vOgzza8gW8Pa9uc7aMtLMsGj6ONZ98hbY6Pj628cDe3PHsY1fVrxBCCCFuLEkghCtx\niTUQAChFqa6tKNW1FefSjjPjxc6G5CE0NJTmrdoYkweliKjemthGDzHq67m0feYlDhw7jo+PD+XL\nJxMVFYnWGWRbF9g3hnNMHkIDIhh5/zSeaDviqpMH2zAUmxYuNyQPAMvHfcqR7f+57dxRidu9SNzu\nReJ2L+4atxCupMivgQAw+3iT/FhHwqqU5cD2v5k5ohenDjvuw1CqTFkqV66MIu+u0gHENXyANO9o\nOjz3GsvWrQcgIiKChIRimEwmrHqvPXFwXNAMUKvc7Txz7xjCAqOuOQ4vf19avzaIz3sMNNRZMrP4\nfsgbJPXpcM3nEUIIIYQQ4moV+SlM3uHBVHyiG/4JMfyzdCbzxz9NduaF3afNZjO31alHbFSEoQ/f\nyJLENXqQ1Vt38cjr73Lo+AmHvR20tmDVa7GyFsNCaQ9vHmv5P+6u0wulCvaO5Oc9BrJpwTKHsoRb\nK9H2jSHEVU4u0HMJIYQQ4vqTKUzClRTpOxCBJYtRof99eAT48uOkl1j77QcO9QEBAdRv1Bhfb0/D\nsaEVmhBerQ1vTp/FW9O+RmtNQIA/SUlJeHl5ofUJ+47SBwzHloqpwLAuH5AUfXVf5v/96WdWTZhG\n18lvOV34fNdrg9i2/BeyzqbjExxI82H9uK373Vf9RCchhBBCCCEKSpH+Rlp58ANkqyy+eKmrIXmI\ni4/n9juaGZIHk4c3cY0exFqyMfcMfZU3p36F1prY2FjKli2Lp6cnVr3BvreDMXnoUP8R3uu74KqS\nh5P7DzH9oWeZ1Olxti5ZzbJ3JzttF5oQy+1PPUz1jq0YuHoWtXq2z0ke3HXuqMTtXiRu9yJxuxd3\njVsIV1Kk70Ac3b+NmcMf4MTBXTllSikqV61KqZIlDe29Qryht1QAABheSURBVGKJT3mIlf/u57HB\nT3Pk5Kk8ezukY9E/ovnXcGxYYBRDOozltrKNr3icluxs1nzyJT+M/ICMtDM55cven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"text": [ "" ] } ], "prompt_number": 16 }, { "cell_type": "markdown", "metadata": {}, "source": [ "By looking at this first graph, one can note that the trend of this project continues through these studies as well. With ground effect, the airplane performs under the same conditions better than without ground effect. In this case, not as large as the airfoil itself, but still an improvement." ] }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./Full10ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./Full10ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./Full10ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./Full10ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./Full10ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha08, G08 = numpy.loadtxt('./Full10ms/08.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./Full10ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha10, G10 = numpy.loadtxt('./Full10ms/10.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 10 m/s', fontsize=20)\n", "pyplot.xlim(-3.0, 5.0)\n", "pyplot.ylim(0.0, 0.7)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.7 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha08, G08, label=\"0.8 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"0.9 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha10, G10, label=\"1.0 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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5QafT5T/27dtnxd6SGhYQDsZWxuTaEuZEHfOijnlRx7yYKqucxMX8jk3vPoOc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\nj4mJoUV6c8S9Eo/5moy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"text": [ "" ] } ], "prompt_number": 17 }, { "cell_type": "code", "collapsed": false, "input": [ "#reads of the Airfoil geometries from the cvs data files\n", "alpha00, G00 = numpy.loadtxt('./Full20ms/00.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha04, G04 = numpy.loadtxt('./Full20ms/04.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha05, G05 = numpy.loadtxt('./Full20ms/05.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha06, G06 = numpy.loadtxt('./Full20ms/06.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha07, G07 = numpy.loadtxt('./Full20ms/07.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha08, G08 = numpy.loadtxt('./Full20ms/08.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha09, G09 = numpy.loadtxt('./Full20ms/09.csv', dtype=float, delimiter=',', unpack=True)\n", "alpha10, G10 = numpy.loadtxt('./Full20ms/10.csv', dtype=float, delimiter=',', unpack=True)\n", "\n", "# #lets plot the geometry\n", "%matplotlib inline\n", "\n", "#Plotting\n", "size = 10\n", "pyplot.figure(figsize=(size,size))# (y_end-y_start)/(x_end-x_start)*size))\n", "pyplot.grid(True)\n", "pyplot.xlabel('(Alpha) Angle of Attack', fontsize=16)\n", "pyplot.ylabel('(CL) Coefficient of Lift', fontsize=16)\n", "pyplot.title('CL vs Alpha at 20 m/s', fontsize=20)\n", "pyplot.xlim(-3.0, 5.5)\n", "pyplot.ylim(0.0, 0.8)\n", "pyplot.plot(alpha00, G00, label=\"No Ground Effect\",\n", " color=color05, linestyle='--', linewidth=6);\n", "pyplot.plot(alpha04, G04, label=\"0.4 m\",\n", " color=color10, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha05, G05, label=\"0.5 m\",\n", " color=color15, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha06, G06, label=\"0.6 m\",\n", " color=color20, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha07, G07, label=\"0.7 m\",\n", " color=color25, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha08, G08, label=\"0.8 m\",\n", " color=color30, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha09, G09, label=\"0.9 m\",\n", " color=color35, linestyle='-', linewidth=4);\n", "pyplot.plot(alpha10, G10, label=\"1.0 m\",\n", " color=color40, linestyle='-', linewidth=4);\n", "pyplot.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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OuLi4rJ8OHTqUYG+FLTIHQgghhBBFlpGexsY5Izn+6yZD3LVSFQZOXkV1X78S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\nTxU964xGrcrNFF5zeYfmQHzl+PHj4PF4uHDhArKysgoVEBc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QsTIEvD2MU6Gb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\n7UeNvoO5/FaDuLxZvNg+yZfcXuI36P9cvUmf2Qt59OyFYM+VMT2/dmnH0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vHQcxIFKjeP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\nITs7m/IB/dkVqaLKzSPiXqa0tJTy8nJCodihJaWt+nJ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"text": [ "" ] } ], "prompt_number": 18 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The aircraft seems to have some drastic drops in CL vs just the wing itself. This makes sense as the entire body of the aircraft is a drag-inducing entity, especially one that is half a boat on the lower half!\n", "\n", "But the simulations still show that ground effect has positive influence with the aircraft in general. Perhaps if one were to add the \"Ramming Effect\" that the front two engines provide the wings, the CL would be even higher! But that is something that XFLR cannot handle, multi-velocity and multi-physics flows. If someone were to sit down and truly do the fluid mechanics, then that would be quite a challenge. But, I guess at some point, some russian engineer did, as these were actually built and flown!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Conclusion
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I would like to sum up what this project has accomplished, what I set out to do, and further studies I think would be interesting to keep looking through.\n", "\n", "First I would like to say that I believe I have accomplished something I haven't seen before, creating a custom exporter to import custom bodies into XFLR5. This method is a little bit hacky, and will require some \"by hand\" alterations, but using an open source software, using the simple exporters, and a little creativity, anyone can have some fun creating anything they desire. Hopefully this addition to the online community will yeild some good results!\n", "\n", "Second, I have spent the time to do some research into an airplane that I absolutely adore. I wont be chasing any waterfalls here, but I do admire what the USSR had done to finance such a bold project. I still think WIG craft's today have their place, a small niche, but still useful none the less. I was hoping to bring some light into people's lives by doing a study on some ground effect, one which many people have never heard of.\n", "\n", "Third, I was looking into learning a new software. A very powerful one at that. With a little toying around, and hopefully some decent inputs, I have achieved some interesting outputs that hopefully has proven the WIG crafts ability to generate lift by just flying close to the ground.\n", "\n", "And last, this project was conceived off of an old dream, and the concepts were drawn from a drawing found online. The faithfulness to this from the real thing is something no one can truly prove, as this aircraft was a war machine built in secrecy. Finding the specific data, has been impossible to come by, so hopefully this drawing and these airfoil shapes are true to the real thing. Pictures and models are never the real thing, but hopefully these studies have found something close.\n", "\n", "Further studies of course would be to take this data, compare it to someone else's work to truly get some detailed comparison. Or perhaps work more with XFLR5 in hopes to understand the program better, and to get more results of more studies. There are two other main WIG craft designs out there, so perhaps comparison studies also could be done to see the differences in ground effect and their different performances. Many things can be done with these programs and these scripts. \n", "\n", "And on that note I say farewell! If you have managed to stick with me through this whole adventure and happen to learn something about a new topic, I am truly honored. If anyone has any questions, or if anyone out in the internet world has questions about what I have done, please use my contact information in the bottom of the page. Label your email as XFLR5 Blender or XFLR5 Custom Airfoil and I will hopefully get back to you as quick as I can!\n", "\n", "Cheers,\n", "\n", "-George" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Vertice Exporter and Body Exporter
" ] }, { "cell_type": "code", "collapsed": false, "input": [ "#George Teel\n", "#4/20/2015\n", "#\n", "#Super basic python script to export vertices of an object,\n", "#In this case our airfoil shape, and export the locations\n", "#so that XFLR5 can import that shape and then analyze the\n", "#airfoils properly.\n", "#\n", "#This code was figured out from random websites and Blender's wikipedia page.\n", "#\n", "\n", "#Import What we need\n", "import bpy\n", "\n", "#Sets airfoil mesh object\n", "airfoildata = bpy.data.meshes['Wing']\n", "\n", "#Open File\n", "myFile = open('D:/School Documents/AeroHydro/Project/Wing.dat','w')\n", "\n", "#Cycles through vertices\n", "for vert in airfoildata.vertices:\n", " myFile.write( '%f %f \\n' % (vert.co.x, vert.co.y) )\n", "\n", "#Closes File\n", "myFile.close()\n" ], "language": "python", "metadata": {}, "outputs": [] }, { "cell_type": "code", "collapsed": false, "input": [ "#George Teel\n", "#5/4/2015\n", "#\n", "#Super basic python script to export vertices of an object,\n", "#In this case our body shape, and export the locations\n", "#so that XFLR5 can import that shape and then analyze it\n", "#\n", "#This code was figured out from random websites and Blender's wikipedia page.\n", "#\n", "\n", "#Import What we need\n", "import bpy\n", "\n", "#Sets airfoil mesh object\n", "bodydata = bpy.data.meshes['BodySimple']\n", "\n", "#Open File\n", "myFile = open('D:/School Documents/AeroHydro/Project/EkranoBodySimpledata.dat','w')\n", "\n", "#Create the intro Info\n", "myFile.write('Ekranoplan SimpleBody\\n')\n", "myFile.write(' \\n')\n", "myFile.write('Right Surface Points \\n')\n", "myFile.write(' x() y() z()\\n')\n", "#Cycles through vertices\n", "for vert in bodydata.vertices:\n", " myFile.write( ' %f %f %f\\n' % (vert.co.x, vert.co.z, vert.co.y) )\n", "\n", "#Closes File\n", "myFile.close()\n", "\n", "#Still need to modify the data to follow the correct format, but should be easy from there on out." ], "language": "python", "metadata": {}, "outputs": [] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Thematic Music
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Click here for some mood setting music! Let it run in the background while you read.\n", "\n", "https://youtu.be/KxcP7TRY178?t=214\n" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
Contact Info
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shoot me an email if you have any questions or would like to discuss further. Please don't forward me any attachments as I won't look at them.\n", "\n", "George Teel\n", "* email: gteel@gwmail.gwu.edu" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "
References
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since I hadn't taken any specific information from any one source, most of the A-90 information is found throughout multiple websites. So here is a list of all the websites I found and used for my research, and if any specific websites were used, they have been cited with numbers." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[1]May, James (2008, September 27) Riding the Caspian Sea Monster http://news.bbc.co.uk/2/hi/uk_news/magazine/7638659.stm\n", "\n", "[2] (2014, October 19) CHDB A-90 Orlyonok (Eaglet) (Ekranoplan) Ground Effect Flying Boat / Transport Aircraft (1979)\n", "http://www.militaryfactory.com/aircraft/detail.asp?aircraft_id=1251\n", "\n", "[3] (2000, September 07) Project 904/902R Orlan class Amphibious landing craft\n", "http://fas.org/man/dod-101/sys/ship/row/rus/904.htm\n", "\n", "[4] Maraev, P., Flying over the waves (WIG \"Eaglet\")\n", "http://www.razlib.ru/transport_i_aviacija/ayerohobbi_1992_02/p3.php\n", "\n", "Shechmeister, Matthew (2011, October 06) The Soviet Superplane Program That Rattled Area 51\n", "http://www.wired.com/2011/06/ekranoplan/\n", "\n", "Tarantola, Andrew (2013, October 11) This \"Caspian Sea Monster\" Was a Giant Soviet Spruce Goose\n", "http://gizmodo.com/this-caspian-sea-monster-was-a-giant-soviet-spruce-go-1456423681\n", "\n", "Ground Effect Vehicle\n", "http://en.wikipedia.org/wiki/Ground_effect_vehicle\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Random side note, it's pretty peculiar that all these references were done in September or October...." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.core.display import HTML\n", "def css_styling():\n", " styles = open('./project.css', 'r').read()\n", " return HTML(styles)\n", "css_styling()" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", "\n", "\n", "\n", "\n" ], "metadata": {}, "output_type": "pyout", "prompt_number": 20, "text": [ "" ] } ], "prompt_number": 20 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }