{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from functions.pressure_conversion import pressure_conversion\n", "from Ausgleichsbecken.Ausgleichsbecken_class_file import Ausgleichsbecken_class\n", "from Regler.Regler_class_file import PI_controller_class" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# define reservoir constants\n", "initial_level = 5. # m\n", "initial_influx = 1. # m³/s\n", "initial_outflux = 0. # m³/s\n", "initial_pipeline_pressure = 5.\n", "initial_pressure_unit = 'mWS'\n", "conversion_pressure_unit = 'mWS'\n", "\n", "area_base = 1. # m²\n", "area_outflux = 0.5 # m²\n", "critical_level_low = 0. # m\n", "critical_level_high = 10. # m\n", "simulation_timestep = 0.001 # s\n", "\n", "# for while loop\n", "total_min_level = 0.01 # m\n", "total_max_time = 200 # s" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# define controller constants\n", "target_level = 4.5 # m\n", "Kp = 0.15\n", "Ti = 20\n", "\n", "deadband_range = 0.1 # m\n", "deadband_lo = target_level-deadband_range\n", "deadband_hi = target_level+deadband_range\n", "\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# define pressure modulation function\n", "d_ppfun_max = +0.001\n", "d_pp_fun_max_unit = 'mWS'\n", "d_ppfun_min = -0.001\n", "d_pp_fun_min_unit = 'mWS'\n", "\n", "d_pp_max,_ = pressure_conversion(d_ppfun_max,d_pp_fun_max_unit,'Pa')\n", "d_pp_min,_ = pressure_conversion(d_ppfun_min,d_pp_fun_min_unit,'Pa')\n", "\n", "pp_fun_max = +1.1*target_level\n", "pp_fun_max_unit = 'mWS'\n", "pp_fun_min = +0.5*target_level\n", "pp_fun_min_unit = 'mWS'\n", "\n", "pp_max,_ = pressure_conversion(pp_fun_max,pp_fun_max_unit,'Pa')\n", "pp_min,_ = pressure_conversion(pp_fun_min,pp_fun_min_unit,'Pa')\n", "\n", "\n", "def pipe_pressure_fun(p,control_variable,d_pp_max=d_pp_max,d_pp_min=d_pp_min):\n", " cv = control_variable\n", " if cv >= 0:\n", " return_val = p+cv*d_pp_max\n", " else:\n", " return_val = p-cv*d_pp_min\n", "\n", " if return_val > pp_max:\n", " return_val = pp_max\n", " elif return_val < pp_min:\n", " return_val = pp_min\n", " \n", " return return_val\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "c = PI_controller_class(target_level,Kp,Ti,simulation_timestep)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "V = Ausgleichsbecken_class(area_base, area_outflux, critical_level_low, critical_level_high,simulation_timestep)\n", "V.set_initial_level(initial_level) \n", "V.set_influx(initial_influx)\n", "V.set_outflux(initial_outflux)\n", "\n", "converted_pressure,_ = pressure_conversion(initial_pipeline_pressure,input_unit = initial_pressure_unit, target_unit = 'Pa')\n", "V.pressure = converted_pressure\n", "\n", "time_vec = np.arange(0,total_max_time,simulation_timestep)\n", "outflux_vec = np.empty_like(time_vec)\n", "outflux_vec[0] = initial_outflux\n", "level_vec = np.empty_like(time_vec)\n", "level_vec[0] = initial_level" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "i_max = -1\n", "\n", "pressure_vec = np.full_like(time_vec,V.pressure)\n", "\n", "for i in range(np.size(time_vec)-1):\n", " # update to include p_halfstep\n", "\n", " if time_vec[i] >= 25 and time_vec[i] < 35:\n", " V.influx = 1+(4-1)/10*(time_vec[i]-25)\n", "\n", " if time_vec[i] >= 70 and time_vec[i] < 100:\n", " V.influx = 4-(4-0.2)/30*(time_vec[i]-70)\n", "\n", "\n", " c.calculate_error(V.level)\n", "\n", " if abs(c.error) > deadband_range:\n", " cv = c.get_control_variable()\n", " V.pressure = pipe_pressure_fun(V.pressure,cv)\n", "\n", " pressure_vec[i+1] = V.pressure\n", " V.e_RK_4()\n", " V.level = V.update_level(V.timestep)\n", " V.set_volume()\n", " outflux_vec[i+1] = V.outflux\n", " level_vec[i+1] = V.level\n", " if V.level < total_min_level:\n", " i_max = i\n", " break\n", "\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b67e1ad42a2e4b9f932b947588eac3e9", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib widget\n", "\n", "fig1, (ax1, ax2, ax3, ax4) = plt.subplots(4, 1)\n", "fig1.set_figheight(10)\n", "fig1.suptitle('Ausgleichsbecken')\n", "\n", "ax1.plot(time_vec[:i_max],level_vec[:i_max], label='Water level')\n", "ax1.set_ylabel(r'$h$ ['+V.level_unit+']')\n", "ax1.set_xlabel(r'$t$ ['+V.time_unit+']')\n", "ax1.legend()\n", "\n", "ax2.plot(time_vec[:i_max],outflux_vec[:i_max], label='Outflux')\n", "ax2.set_ylabel(r'$Q_{out}$ ['+V.flux_unit+']')\n", "ax2.set_xlabel(r'$t$ ['+V.time_unit+']')\n", "ax2.legend()\n", "\n", "ax3.plot(time_vec[:i_max],pressure_conversion(pressure_vec[:i_max],'Pa',conversion_pressure_unit)[0], label='Pipeline pressure at reservoir')\n", "ax3.set_ylabel(r'$p_{pipeline}$ ['+conversion_pressure_unit+']')\n", "ax3.set_xlabel(r'$t$ ['+V.time_unit+']')\n", "ax3.legend()\n", "\n", "# plt.subplots_adjust(left=0.2, bottom=0.2)\n", "ax4.set_axis_off()\n", "cell_text = np.array([[initial_level, V.level_unit], \\\n", " [initial_influx, V.flux_unit], \\\n", " [initial_outflux, V.flux_unit], \\\n", " [simulation_timestep, V.time_unit], \\\n", " [area_base, V.area_unit], \\\n", " [area_outflux, V.area_unit]])\n", "\n", "row_labels =['initial_level', \\\n", " 'initial_influx', \\\n", " 'initial_outflux', \\\n", " 'simulation_timestep', \\\n", " 'area_base', \\\n", " 'area_outflux']\n", "\n", "plt.table(cellText=cell_text, \\\n", " cellLoc='center', \\\n", " colWidths=[0.3,0.1,0.3], \\\n", " rowLabels=row_labels, \\\n", " loc = 1, \\\n", " rowLoc='left', \\\n", " fontsize = 15.)\n", "\n", "fig1.tight_layout() " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.8.13 ('Georg_DT_Slot3')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "84fb123bdc47ab647d3782661abcbe80fbb79236dd2f8adf4cef30e8755eb2cd" } } }, "nbformat": 4, "nbformat_minor": 2 }