diff --git a/Pegelregler_test.ipynb b/Pegelregler_test.ipynb deleted file mode 100644 index dd20068..0000000 --- a/Pegelregler_test.ipynb +++ /dev/null @@ -1,274 +0,0 @@ -{ - "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 = 0.01\n", - "Ti = 120\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": "d0ac8027f1fd435da07e6b46adf3a810", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", 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