{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Battery Life\n", "\n", "Since it took over an hour to recover the rocket the system sat in flight mode (i.e., on) until the BQ3060 killed the power to preserve the pack. We had the rocket net hub set up to send health messages including battery conditions to the flight comptuer which was logging.\n", "\n", "## Pack Voltage\n", "\n", "Here we see the battery pack (4s;1p) voltage over it's entire discharge life:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "import numpy\n", "import utils\n", "from matplotlib import rcParams\n", "rcParams.update({'font.size': 12})\n", "\n", "t_0 = 202945201730391 # Liftoff, see: first-look.ipynb\n", "\n", "columns = numpy.loadtxt(\"../raw/fcf_full_log_RNHH.csv\", delimiter=',', unpack=True)\n", "\n", "time = columns[1]\n", "temp = columns[2]\n", "v_bus = columns[6]\n", "I_bus = columns[7]\n", "v_1 = columns[9]\n", "v_2 = columns[10]\n", "v_3 = columns[11]\n", "v_4 = columns[12]\n", "v_pack = columns[13]\n", "\n", "time = numpy.subtract(time, t_0)\n", "time = numpy.divide(time, 1e9)\n", "\n", "fig = utils.Plot(\"Launch 11 Battery Pack Life\", \"Time [min:sec]\", \"Pack Voltage [V]\")\n", "fig.plot(time, v_pack, lw=1.4)\n", "fig.xlim([-1200, 4800])\n", "fig.timex(sep=600)\n", "fig.note('Shore Power Off', (-520, 16.45), (60, -15))\n", "fig.note('Launch!', (0, 15.65), (60, 15))\n", "fig.note('End of WiFi telemetry', (412.6, 15.4), (60, 15))\n", "fig.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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mPzdv3sSDBw9QvXp11KhRAzVq1ED16tXh7e2NsWPHwsPDo8xqKE3GVDzMWB7M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LN8bCwfGxs/RZbk4jNSz507F5s2bYKNjQ1mzZqFR48e4YMPPoCjoyMaNmyI5ORk/Prrr4bPmzVr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\n4ttv8+bNS9x+v/nmG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"text": [ "" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cell Voltages\n", "\n", "That's for the whole pack, what about the individual cells?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = utils.Plot(\"Launch 11 Battery Cell Life\", \"Time [min:sec]\", \"Cell Voltage [V]\")\n", "fig.plot(time, v_1, color=utils.red, lw=1.4, label=\"Cell 1\")\n", "fig.plot(time, v_2, color=utils.green, lw=1.4, label=\"Cell 2\")\n", "fig.plot(time, v_3, color=utils.blue, lw=1.4, label=\"Cell 3\")\n", "fig.plot(time, v_4, color='#ff22cc', lw=1.4, label=\"Cell 4\")\n", "fig.xlim([-600, 4500])\n", "fig.timex(sep=600)\n", "fig.legend()\n", "fig.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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z3v4mFrNqRUEhKVahXxeFpBgFtR4zLgshhBBCCCHOHS+99BIDBw6kb9++ZGVl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\nj81mC1pV5djQ49zcXKKjoxu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E/UycOBG3283PP/8cNBS8U6dOjB07FqfTGdj3wgsv8OKL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IZa2Wzh62Ovy5Qe7Sb1TZKe3C/dvit8PS2MwRFZREws7pwWa+jIfHRkPjoyHx2ZLx468ufmqujR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\n+UQ6dvbAgQP45ptvsGnTJjg7O0vLHz58GAB3i5SbE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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cell's 2 and 3 stayed consistantly higher than the other two, and in fact never got below 3.6 Volts.\n", "\n", "\n", "## Pack Power\n", "\n", "\n", "How about power output? First current (negative because we are draining the battery):" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = utils.Plot(\"Launch 11 Bus Current\", \"Time [min:sec]\", \"Current [Amp]\")\n", "fig.plot(time, I_bus, lw=1.4)\n", "fig.xlim([-1200, 4800])\n", "fig.timex(sep=600)\n", "fig.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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G5ZjF1RkxobF5NDaPxvags3k0No/G9qBzcmNYBgAAAAAgAsMyAAAAAAARGJbhHE7DBgAA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\nHn7Xo9aLF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"text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "And power usage, since we also know the system voltage:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "power = numpy.multiply(I_bus, v_bus)\n", "power = numpy.abs(power)\n", "\n", "fig = utils.Plot(\"Launch 11 System Power\", \"Time [min:sec]\", \"Power [W]\")\n", "fig.plot(time, power, lw=1.4)\n", "fig.xlim([-1200, 4800])\n", "fig.ylim([15, 50])\n", "fig.timex(sep=600)\n", "fig.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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T4dxpSi7GWTzGWDzGWDzG2ByMs3iMsXiMsTkYZ/FE5nwpm8NLREREREREJBITXiIiIiIi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\nvJiRLBZYf/97AEDeYYchR5NgGq3EXHDeeYb1dJ4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8ZWZmql27durQoYMGDRqkZs2a8WUe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\nS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