{ "metadata": { "name": "", "signature": "sha256:2266960b83bb8337944c47799a5276a418770b1efa7fec194a87e89f1cf62b36" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "UNH-RVAT baseline performance and near-wake measurements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook gives examples on how to use the data processing and plotting functions." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from __future__ import division, print_function\n", "import os\n", "if os.path.split(os.getcwd())[-1] == \"Documents\":\n", " print(\"Setting working directory to experiment root directory\")\n", " os.chdir(\"../\")\n", "%matplotlib inline\n", "from Modules.plotting import *\n", "\n", "# Set matplotlib parameters\n", "setpltparams(latex=False)\n", "\n", "# Plot contours of mean streamwise velocity\n", "plotwake(\"meanucont\")" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Z0hHVIEcKnmQYV/mqibW0PEOnThrMkncy4QAXVClzsufA9mB6GccEa+OYM0kt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\nN7P5GdNP1DZsZu80s/PM7OZwO7ql4nxeZGY/C/c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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Plot names and descriptions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "| Name | Description |\n", "|------|-------------|\n", "| `meanucont` | Contours of mean velocity $U$ |\n", "| `v-wquiver` | Vectors of mean cross-stream and vertical velocities $V$ and $W$ |\n", "\n", "Lists of plots can be generated by giving a list of names to the `plotwake` function:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "plotlist = [\"meanu_2tsrs\", \"stdu_2tsrs\", \"stdv_2tsrs\"]\n", "\n", "plotwake(plotlist)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Tk4O6devi/n1Dzs7/Rv08hIeHV1HJqh/lES5Wt9SyhQMObC1m6zb32rsJPvnk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\nTtRxaPnYY4/Rx8dHpzedlpZGZ2dnurq6Mjk5WeN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ze/fu+s+HDh1iYGAgO3bsyNzcXH1aaGgod+3axZCQEG7YsEFf/sMPP9S7RJ89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\nXteP1NXVsby8nOnp6Vy1ahXtdrvx9P/mm28yPj6eOTk5tNl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mXvocm4ELFo5Vnj916tQp5OXlGS1YlH1SPUNs6dKlKCgowNKlS/H6669j586d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\nN9xOoVAoLlcakytsNTSr+IBT+h8AxAL4qy1BRDJEpKOIxDqU2w7gKIC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"text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Generate performance figure" ] }, { "cell_type": "code", "collapsed": false, "input": [ "plotperf()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "At tsr = 1.9, C_P = 0.257553502869 ; C_D = 0.964349975716\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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cqvYV0oEUlIjv6xhNq1PlKpl4y2qsELfNZmPv3r1Mnz6dr776ilGjRhEW9uef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