From 5bb4c3ae719c9dafcb353f9182588f91b1c5833c Mon Sep 17 00:00:00 2001 From: JayHuLBL Date: Wed, 25 Oct 2017 12:57:28 -0700 Subject: [PATCH 1/9] updated post-process file to include results with diverse IHG [ci skip] --- examples/case_study_1/post_process.ipynb | 352 +++++++++++++++++++---- 1 file changed, 301 insertions(+), 51 deletions(-) diff --git a/examples/case_study_1/post_process.ipynb b/examples/case_study_1/post_process.ipynb index 80b1a22b..bee7ed61 100644 --- a/examples/case_study_1/post_process.ipynb +++ b/examples/case_study_1/post_process.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -169,11 +169,20 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Read short-term simulation results.\n" + ] + } + ], "source": [ - "# Cases and seasones combined\n", + "# Combining cases and seasons\n", + "# simulations without diverse loads\n", "winter_base = 0\n", "winter_g36 = 1\n", "spring_base = 2\n", @@ -181,14 +190,41 @@ "summer_base = 4\n", "summer_g36 = 5\n", "\n", - "r_all_cases_and_seasons = list()\n", + "r_all_without_diverse_loads = list()\n", "\n", - "r_all_cases_and_seasons.insert(winter_base, Reader(cases.get_result_file_name('winter_base'), \"dymola\"))\n", - "r_all_cases_and_seasons.insert(winter_g36, Reader(cases.get_result_file_name('winter_g36'), \"dymola\"))\n", - "r_all_cases_and_seasons.insert(spring_base, Reader(cases.get_result_file_name('spring_base'), \"dymola\"))\n", - "r_all_cases_and_seasons.insert(spring_g36, Reader(cases.get_result_file_name('spring_g36'), \"dymola\"))\n", - "r_all_cases_and_seasons.insert(summer_base, Reader(cases.get_result_file_name('summer_base'), \"dymola\"))\n", - "r_all_cases_and_seasons.insert(summer_g36, Reader(cases.get_result_file_name('summer_g36'), \"dymola\"))" + "r_all_without_diverse_loads.insert(winter_base, Reader(cases.get_result_file_name('winter_base'), \"dymola\"))\n", + "r_all_without_diverse_loads.insert(winter_g36, Reader(cases.get_result_file_name('winter_g36'), \"dymola\"))\n", + "r_all_without_diverse_loads.insert(spring_base, Reader(cases.get_result_file_name('spring_base'), \"dymola\"))\n", + "r_all_without_diverse_loads.insert(spring_g36, Reader(cases.get_result_file_name('spring_g36'), \"dymola\"))\n", + "r_all_without_diverse_loads.insert(summer_base, Reader(cases.get_result_file_name('summer_base'), \"dymola\"))\n", + "r_all_without_diverse_loads.insert(summer_g36, Reader(cases.get_result_file_name('summer_g36'), \"dymola\"))\n", + "\n", + "# print(\"summer_g36 name: {}\".format(cases.get_result_file_name('summer_g36')))\n", + "\n", + "r_g36_noFreezeControl = get_results('winter_g36_noFreezeControl')\n", + "\n", + "# simulations with diverse loads\n", + "winter_base_diverse_loads = 0\n", + "winter_g36_diverse_loads = 1\n", + "spring_base_diverse_loads = 2\n", + "spring_g36_diverse_loads = 3\n", + "summer_base_diverse_loads = 4\n", + "summer_g36_diverse_loads = 5\n", + "\n", + "r_all_with_diverse_loads = list()\n", + "\n", + "r_all_with_diverse_loads.insert(winter_base_diverse_loads, Reader(cases.get_result_file_name('winter_base_diverse_loads'), \"dymola\"))\n", + "r_all_with_diverse_loads.insert(winter_g36_diverse_loads, Reader(cases.get_result_file_name('winter_g36_diverse_loads'), \"dymola\"))\n", + "r_all_with_diverse_loads.insert(spring_base_diverse_loads, Reader(cases.get_result_file_name('spring_base_diverse_loads'), \"dymola\"))\n", + "r_all_with_diverse_loads.insert(spring_g36_diverse_loads, Reader(cases.get_result_file_name('spring_g36_diverse_loads'), \"dymola\"))\n", + "r_all_with_diverse_loads.insert(summer_base_diverse_loads, Reader(cases.get_result_file_name('summer_base_diverse_loads'), \"dymola\"))\n", + "r_all_with_diverse_loads.insert(summer_g36_diverse_loads, Reader(cases.get_result_file_name('summer_g36_diverse_loads'), \"dymola\"))\n", + "\n", + "r_all = list()\n", + "# Combined simulation results\n", + "r_all = r_all_without_diverse_loads + r_all_with_diverse_loads\n", + "\n", + "print(\"Read short-term simulation results.\")\n" ] }, { @@ -207,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -275,10 +311,92 @@ " return plt\n", "\n", "# Create the plot for all seasons and cases\n", - "fig = plot_room_temp(r_all_cases_and_seasons)\n", + "fig = plot_room_temp(r_all_without_diverse_loads)\n", "save_plot(fig, \"TRoom_all\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "South and north zone temperature with and without diverse IHG:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_N_S_room_temp(readers):\n", + " ''' Main method that plots the results\n", + " '''\n", + " from buildingspy.io.outputfile import Reader\n", + " import matplotlib.pyplot as plt\n", + " import matplotlib\n", + "\n", + " # Optionally, change fonts to use LaTeX fonts\n", + " #from matplotlib import rc\n", + " #rc('text', usetex=True)\n", + " #rc('font', family='serif')\n", + " \n", + " font = {'family' : 'serif',\n", + " 'weight' : 'normal',\n", + " 'size' : 6}\n", + " matplotlib.rc('font', **font)\n", + " \n", + " plt.clf()\n", + " time_scale=86400.\n", + " \n", + " cases, seasons, num_cases, num_seasons, fig, ax = set_cases_and_initiate_plot()\n", + " \n", + " # Read results\n", + " for i in range(num_cases*num_seasons):\n", + " (t, TOut) = readers[i].values(\"weaBus.TDryBul\")\n", + " t = t/time_scale\n", + " \n", + " reader_without_diverse_IHG = readers[i]\n", + " reader_with_diverse_IHG = readers[i+6]\n", + " \n", + " TRoo_N_S = list()\n", + " TRoo_N_S.insert(0,reader_without_diverse_IHG.values(\"flo.nor.air.vol.T\")[1])\n", + " TRoo_N_S.insert(1,reader_with_diverse_IHG.values(\"flo.nor.air.vol.T\")[1])\n", + " TRoo_N_S.insert(2,reader_without_diverse_IHG.values(\"flo.sou.air.vol.T\")[1])\n", + " TRoo_N_S.insert(3,reader_with_diverse_IHG.values(\"flo.sou.air.vol.T\")[1])\n", + " \n", + " tWith = reader_with_diverse_IHG.values(\"flo.nor.air.vol.T\")[0]/time_scale\n", + " \n", + " TSetHea = reader_without_diverse_IHG.values(\"conVAVCor.TRooHeaSet\")[1]\n", + " TSetCoo = reader_without_diverse_IHG.values(\"conVAVCor.TRooCooSet\")[1]\n", + "\n", + " # Generate figure and plot data\n", + " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + "\n", + " ax[i].plot(t, TOut-273.15, 'k', label='$T_{out}$', linewidth=0.5)\n", + " ax[i].plot(t, TRoo_N_S[0]-273.15, 'b', label='$T_{nor}$', linewidth=0.5)\n", + " ax[i].plot(tWith, TRoo_N_S[1]-273.15, 'b', label='$T_{norWdivIHG}$', linewidth=0.5, linestyle='--')\n", + " ax[i].plot(t, TRoo_N_S[2]-273.15, 'r', label='$T_{sou}$', linewidth=0.5)\n", + " ax[i].plot(tWith, TRoo_N_S[3]-273.15, 'r', label='$T_{souWdivIHG}$', linewidth=0.5, linestyle='--')\n", + "\n", + " ax[i].patch.set_facecolor('mistyrose') \n", + " ax[i].fill_between(t, TSetHea-273.15, y2=TSetCoo-273.15, color='white')\n", + " \n", + " # customize days to display\n", + " ax[i].set_xlim([min(t)+5, min(t)+12])\n", + " \n", + " set_up_labels(i, ax[i], \n", + " cases, seasons, num_cases, num_seasons, \n", + " 'time [days]', 'temperature [$^\\circ$C]')\n", + " \n", + " add_secondary_yaxis_for_degF(ax[i], t, TOut)\n", + "\n", + " return plt\n", + "\n", + "# Create the plot for all seasons and cases\n", + "fig = plot_N_S_room_temp(r_all)\n", + "save_plot(fig, \"TRoom_with_without_div_IHG\")" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -342,7 +460,7 @@ " return plt\n", "\n", "# Create the plot for all seasons and cases\n", - "fig = plot_vav(r_all_cases_and_seasons)\n", + "fig = plot_vav(r_all_without_diverse_loads)\n", "save_plot(fig, \"vav_all\")" ] }, @@ -355,7 +473,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -404,7 +522,7 @@ " return plt\n", "\n", "# Create the plot for all seasons and cases\n", - "fig = plot_ahu_temp(r_all_cases_and_seasons)\n", + "fig = plot_ahu_temp(r_all_without_diverse_loads)\n", "save_plot(fig, \"TAHU_all\")" ] }, @@ -417,21 +535,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'r_g36_noFreezeControl' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 63\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 64\u001b[0m \u001b[0;31m# Create the plots\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 65\u001b[0;31m \u001b[0mfig\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplot_ahu_temp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mr_all_cases_and_seasons\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwinter_g36\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mr_g36_noFreezeControl\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 66\u001b[0m \u001b[0msave_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"TMixFre\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mNameError\u001b[0m: name 'r_g36_noFreezeControl' is not defined" - ] - } - ], + "outputs": [], "source": [ "def plot_ahu_temp(readers):\n", " ''' Main method that plots the results\n", @@ -497,7 +603,7 @@ " return plt\n", "\n", "# Create the plots\n", - "fig = plot_ahu_temp(r_all_cases_and_seasons[winter_g36], r_g36_noFreezeControl)\n", + "fig = plot_ahu_temp([r_all_without_diverse_loads[winter_g36], r_g36_noFreezeControl])\n", "save_plot(fig, \"TMixFre\")" ] }, @@ -510,7 +616,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -558,7 +664,7 @@ " return plt\n", "\n", "# Create the plots\n", - "fig = plot_flow_signals(r_all_cases_and_seasons)\n", + "fig = plot_flow_signals(r_all_without_diverse_loads)\n", "save_plot(fig, \"flow_signals_all\")" ] }, @@ -571,7 +677,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "metadata": { "scrolled": true }, @@ -656,7 +762,7 @@ " return plt\n", "\n", "# Create the plots\n", - "fig = plot_normalized_flow_rates(r_all_cases_and_seasons)\n", + "fig = plot_normalized_flow_rates(r_all_without_diverse_loads)\n", "save_plot(fig, \"normalized_flow_all\")" ] }, @@ -671,17 +777,57 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Clean up memory.\n" + ] + } + ], "source": [ "# Free up storage, then read new data\n", - "r_base = list()\n", - "r_g36 = list()\n", - "r_g36_annual=get_results('annual_g36')\n", - "print(\"Read annual G36\")\n", - "r_base_annual=get_results('annual_base')\n", - "print(\"Read annual base\")" + "r_all_without_diverse_loads = list()\n", + "r_all_with_diverse_loads = list()\n", + "r_all = list()\n", + "\n", + "print(\"Clean up memory.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "ename": "MemoryError", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mMemoryError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mr_g36\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mget_results\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'annual_g36'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;32mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Read annual G36 without diverse loads\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mr_base_annual_without_diverse_loads\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mget_results\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'annual_base'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Read annual base without diverse loads\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m\u001b[0m in \u001b[0;36mget_results\u001b[0;34m(case_name)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Simulation failed. Check {}\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdslog_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0mfile_name\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcases\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_result_file_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcase_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"dymola\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0;31m# ---------------------------------------------------------------------------\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/home/jianjun/GitFolder/BuildingsPy/buildingspy/io/outputfile.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fileName, simulator)\u001b[0m\n\u001b[1;32m 177\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 178\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfileName\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfileName\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 179\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDyMatFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfileName\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 180\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 181\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mvarNames\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m 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"\u001b[0;31mMemoryError\u001b[0m: " + ] + } + ], + "source": [ + "r_g36_annual_without_diverse_loads=get_results('annual_g36')\n", + "print(\"Read annual G36 without diverse loads\")\n", + "r_base_annual_without_diverse_loads=get_results('annual_base')\n", + "print(\"Read annual base without diverse loads\")" ] }, { @@ -746,7 +892,7 @@ " p4 = plt.bar(idx, fan, width, bottom=fanBas, color='k')\n", " \n", " plt.ylabel('site electricity use [kWh/(m2 a)]')\n", - " plt.xticks([0, 1], ('base case', 'guideline 36'))\n", + " plt.xticks([0, 1], ('base case w/o divIHG', 'guideline 36 w/o divIHG'))\n", " plt.tick_params(axis=u'x', which=u'both',length=0)\n", "\n", " #plt.yticks(np.arange(0, 81, 10))\n", @@ -783,7 +929,7 @@ " fil.write(str)\n", " \n", " save_rst(str, \"site_energy\")\n", - "plot_energy(r_base_annual, r_g36_annual)" + "plot_energy(r_base_annual_without_diverse_loads, r_g36_annual_without_diverse_loads)" ] }, { @@ -799,11 +945,11 @@ "metadata": {}, "outputs": [], "source": [ - "print(\"Average outdoor air intake, base {} kg/s\".format(r_base_annual.mean('eco.port_Out.m_flow')))\n", - "print(\"Average outdoor air intake, G36 {} kg/s\".format(r_g36_annual.mean( 'eco.port_Out.m_flow')))\n", + "print(\"Average outdoor air intake, base {} kg/s\".format(r_base_annual_without_diverse_loads.mean('eco.port_Out.m_flow')))\n", + "print(\"Average outdoor air intake, G36 {} kg/s\".format(r_g36_annual_without_diverse_loads.mean( 'eco.port_Out.m_flow')))\n", "\n", - "print(\"CPUtime, base {} h\".format(r_base_annual.values('CPUtime')[1][-1]/3600.))\n", - "print(\"CPUtime, G36 {} h\".format(r_g36_annual.values( 'CPUtime')[1][-1]/3600.))" + "print(\"CPUtime, base {} h\".format(r_base_annual_without_diverse_loads.values('CPUtime')[1][-1]/3600.))\n", + "print(\"CPUtime, G36 {} h\".format(r_g36_annual_without_diverse_loads.values( 'CPUtime')[1][-1]/3600.))" ] }, { @@ -812,7 +958,7 @@ "metadata": {}, "outputs": [], "source": [ - "(t, y) = r_base_annual.values('flo.sou.air.vol.T')\n", + "(t, y) = r_base_annual_without_diverse_loads.values('flo.sou.air.vol.T')\n", "plt.clf()\n", "plt=Plotter.boxplot(t=t, y=y-273.15, increment=3600, nIncrement=24)\n", "\n", @@ -826,6 +972,110 @@ "#plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read Annual results with diverse loads" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Free up storage, then read new data\n", + "r_g36_annual_without_diverse_loads = list()\n", + "r_base_annual_without_diverse_loads = list()\n", + "\n", + "r_g36_annual_with_diverse_loads=get_results('annual_g36_diverse_loads')\n", + "print(\"Read annual G36 with diverse loads\")\n", + "r_base_annual_with_diverse_loads=get_results('annual_base_diverse_loads')\n", + "print(\"Read annual base with diverse loads\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot energy use with diverse loads" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_all_energy(r_base, r_g36):\n", + " from buildingspy.io.outputfile import Reader\n", + " import matplotlib.pyplot as plt\n", + " \n", + " plt.clf() \n", + "\n", + " # Conversion to kWh/m2\n", + " conv = 1/3600./1000.\n", + " readers = [r_base, r_g36]\n", + " width = 0.5 # the width of the bars: can also be len(x) sequence\n", + "\n", + " hea_divLoads = [0., 0.]\n", + " cooSen_divLoads = [0., 0.]\n", + " cooLat_divLoads = [0., 0.]\n", + " fan_divLoads = [0., 0.]\n", + " cooLatBas_divLoads = [0., 0.]\n", + " coo_divLoads = [0, 0]\n", + " fanBas_divLoads = [0., 0.]\n", + " \n", + " idx = [0, 1]\n", + " for i in idx:\n", + " hea_divLoads[i] = readers[i].values('res.EHea')[1][-1] * conv / COPh\n", + " cooSen_divLoads[i] = -readers[i].values('res.ECooSen')[1][-1] * conv / COPc\n", + " cooLat_divLoads[i] = -readers[i].values('res.ECooLat')[1][-1] * conv / COPc\n", + " coo_divLoads[i] = cooSen_divLoads[i] + cooLat_divLoads[i]\n", + " fan_divLoads[i] = readers[i].values('res.EFan')[1][-1] * conv\n", + " cooLatBas_divLoads[i] = hea_divLoads[i] + cooSen_divLoads[i]\n", + " fanBas_divLoads[i] = cooLatBas_divLoads[i] + cooLat_divLoads[i]\n", + " \n", + " \n", + " hea_all = [0., 0., 0., 0.]\n", + " cooSen_all = [0., 0., 0., 0.]\n", + " cooLat_all = [0., 0., 0., 0.]\n", + " fan_all = [0., 0., 0., 0.]\n", + " \n", + " idx_all = [0, 1, 2, 3]\n", + " for i in idx_all:\n", + " if i <=1:\n", + " hea_all[i] = hea[i]\n", + " cooSen_all[i] = cooSen[i]\n", + " cooLat_all[i] = cooLat[i]\n", + " fan_all[i] = fan[i]\n", + " else:\n", + " hea_all[i] = hea_divLoads[i-2]\n", + " cooSen_all[i] = cooSen_divLoads[i-2]\n", + " cooLat_all[i] = cooLat_divLoads[i-2]\n", + " fan_all[i] = fan_divLoads[i-2] \n", + " \n", + " p1 = plt.bar(idx_all, hea_all, width, color='r')\n", + " p2 = plt.bar(idx_all, cooSen_all, width, bottom=hea, color='g')\n", + " p3 = plt.bar(idx_all, cooLat_all, width, bottom=cooLatBas, color='b')\n", + " p4 = plt.bar(idx_all, fan_all, width, bottom=fanBas, color='k')\n", + " \n", + " plt.ylabel('site electricity use [kWh/(m2 a)]')\n", + " plt.xticks([0, 1, 2, 3], ('base case w/o divIHG', 'guideline 36 w/o divIHG', 'base case w/ divIHG', 'guideline 36 w/ divIHG'))\n", + " plt.tick_params(axis=u'x', which=u'both',length=0)\n", + "\n", + " #plt.yticks(np.arange(0, 81, 10))\n", + " plt.legend((p1[0], p2[0], p3[0], p4[0]), \\\n", + " ('heating', 'sensible cooling', 'latent cooling', 'fan'), \\\n", + " loc='upper right')\n", + " \n", + " \n", + " save_plot(plt, \"energy_all\")\n", + " \n", + "plot_all_energy(r_base_annual_with_diverse_loads, r_g36_annual_with_diverse_loads)" + ] + }, { "cell_type": "markdown", "metadata": {}, From f2d0dc44ff6ef74916813c986d40386f9d4c978c Mon Sep 17 00:00:00 2001 From: JayHuLBL Date: Wed, 25 Oct 2017 17:04:06 -0700 Subject: [PATCH 2/9] updated processing file to modify spaces between season cases [ci skip] --- examples/case_study_1/post_process.ipynb | 55 +++++++++++++++--------- 1 file changed, 35 insertions(+), 20 deletions(-) diff --git a/examples/case_study_1/post_process.ipynb b/examples/case_study_1/post_process.ipynb index bee7ed61..5207b87d 100644 --- a/examples/case_study_1/post_process.ipynb +++ b/examples/case_study_1/post_process.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -98,12 +98,26 @@ "# helper functions and scripts\n", "\n", "def set_cases_and_initiate_plot():\n", + " from matplotlib.gridspec import GridSpec\n", " cases = ['Base case', 'Guideline 36']\n", " seasons = ['Winter', 'Spring', 'Summer']\n", " num_cases = len(cases)\n", " num_seasons = len(seasons)\n", " \n", - " fig, ax = plt.subplots(nrows=num_cases*num_seasons, ncols=1, figsize = (6.5,8.))\n", + " fig = plt.figure(figsize=(6.5,8.))\n", + " gs1 = GridSpec(80, 1)\n", + " gs1.update(left=0.1, right=0.9, hspace=0.05)\n", + " \n", + " ax = list()\n", + " ax.insert(0, fig.add_subplot(gs1[0:11,:]))\n", + " ax.insert(1, fig.add_subplot(gs1[12:23,:]))\n", + " ax.insert(2, fig.add_subplot(gs1[28:39,:]))\n", + " ax.insert(3, fig.add_subplot(gs1[40:51,:]))\n", + " ax.insert(4, fig.add_subplot(gs1[56:67,:]))\n", + " ax.insert(5, fig.add_subplot(gs1[68:79,:]))\n", + " \n", + " # fig, ax = plt.subplots(nrows=num_cases*num_seasons, ncols=1, figsize = (6.5,8.))\n", + " # fig, ax = plt.subplots(nrows=20, ncols=1, figsize = (6.5,8.))\n", " \n", " return cases, seasons, num_cases, num_seasons, fig, ax\n", "\n", @@ -169,7 +183,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -243,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 43, "metadata": {}, "outputs": [], "source": [ @@ -253,6 +267,7 @@ " from buildingspy.io.outputfile import Reader\n", " import matplotlib.pyplot as plt\n", " import matplotlib\n", + " from matplotlib.gridspec import GridSpec\n", "\n", " # Optionally, change fonts to use LaTeX fonts\n", " #from matplotlib import rc\n", @@ -285,10 +300,7 @@ "\n", " TSetHea = reader.values(\"conVAVCor.TRooHeaSet\")[1]\n", " TSetCoo = reader.values(\"conVAVCor.TRooCooSet\")[1]\n", - "\n", - " # Generate figure and plot data\n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", - "\n", + " \n", " ax[i].plot(t, TOut-273.15, 'k', label='$T_{out}$', linewidth=0.5)\n", " ax[i].plot(t, TRoo[0]-273.15, 'b', label='$T_{nor}$', linewidth=0.5)\n", " ax[i].plot(t, TRoo[1]-273.15, 'g', label='$T_{wes}$', linewidth=0.5)\n", @@ -299,6 +311,8 @@ " ax[i].patch.set_facecolor('mistyrose') \n", " ax[i].fill_between(t, TSetHea-273.15, y2=TSetCoo-273.15, color='white')\n", " \n", + " #make_ticklabels_invisible(plt.gcf())\n", + " \n", " # customize days to display\n", " ax[i].set_xlim([min(t)+5, min(t)+12])\n", " \n", @@ -307,6 +321,7 @@ " 'time [days]', 'temperature [$^\\circ$C]')\n", " \n", " add_secondary_yaxis_for_degF(ax[i], t, TOut)\n", + " \n", "\n", " return plt\n", "\n", @@ -324,7 +339,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 44, "metadata": {}, "outputs": [], "source": [ @@ -370,7 +385,7 @@ " TSetCoo = reader_without_diverse_IHG.values(\"conVAVCor.TRooCooSet\")[1]\n", "\n", " # Generate figure and plot data\n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + " # ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", "\n", " ax[i].plot(t, TOut-273.15, 'k', label='$T_{out}$', linewidth=0.5)\n", " ax[i].plot(t, TRoo_N_S[0]-273.15, 'b', label='$T_{nor}$', linewidth=0.5)\n", @@ -406,7 +421,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ @@ -442,7 +457,7 @@ " \"{}.yVAV\".format(room_names[kRoo]))[1])\n", "\n", " # Generate figure and plot data\n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + " # ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", "\n", " for iRoo in [0, 2]:\n", " ax[i].plot(t, yHea[iRoo], room_styles[iRoo], \\\n", @@ -473,7 +488,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 46, "metadata": {}, "outputs": [], "source": [ @@ -504,7 +519,7 @@ " TRet = reader.values(\"TRet.T\")[1]\n", " \n", " # Generate figure and plot data\n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + " # ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", "\n", " ax[i].plot(t, TOut-273.15, 'gray', label='$T_{out}$', linewidth=0.25)\n", " ax[i].plot(t, TSup-273.15, 'r', label='$T_{sup}$', linewidth=0.25)\n", @@ -535,7 +550,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -616,7 +631,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ @@ -648,7 +663,7 @@ " #yEcoRet = reader.values(\"eco.yRet\")[1]\n", " \n", " # Generate figure and plot data\n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + " # ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", "\n", " ax[i].plot(t, yFanSup, 'r', label='$y_{fan,sup}$', linewidth=0.25)\n", " #ax[i].plot(t, yFanRet, 'g', label='$y_{fan,ret}$', linewidth=0.25)\n", @@ -677,7 +692,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 51, "metadata": { "scrolled": true }, @@ -745,7 +760,7 @@ " fanSupACH = mFanSup * conFacACH\n", " ecoACH = mEco * conFacACH\n", " \n", - " ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", + " # ax[i] = plt.subplot(num_cases*num_seasons, 1, i+1)\n", "\n", " ax[i].plot(t, fanSupACH, 'r', label='$\\dot m_{fan,sup}/V_{bui}$', linewidth=0.25)\n", "# ax[i].plot(t, mFanRet, 'g', label='$\\dot 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