{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CSV File importation\n",
    "\n",
    "This python notebook example shows two *different ways* to import a CSV file of a standardised drive cycle (Artemis Urban):\n",
    "\n",
    "* with CSV module and the reader function,\n",
    "* with pandas module and the read_csv function.\n",
    "\n",
    "For each way, data are loaded and displayed in a graph."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from aesim.simba import ProjectRepository\n",
    "import matplotlib.pyplot as plt\n",
    "import os \n",
    "import numpy as np\n",
    "\n",
    "#script_folder = os.path.realpath(os.path.dirname(__file__))\n",
    "notebook_folder = os.path.join(os.getcwd())\n",
    "csv_filename = notebook_folder + '/ArtUrban.csv'\n",
    "csv_file = open(csv_filename)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### First way: use of reader function of csv module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import csv\n",
    "time = []\n",
    "speed = []\n",
    "for kLine, line in enumerate(csv.reader(csv_file)):\n",
    "    if kLine == 0:\n",
    "        xlabel = line[0]\n",
    "        ylabel = line[1]\n",
    "    if kLine > 0:\n",
    "        time.append(float(line[0]))\n",
    "        speed.append(float(line[1]))\n",
    "\n",
    "fig = plt.figure()\n",
    "plt.plot(time, speed)\n",
    "plt.xlabel(xlabel)\n",
    "plt.ylabel(ylabel)\n",
    "plt.title('ArtUrban drive cycle extracted with CSV reader')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Second way: use of read_csv function of pandas module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "df = pd.read_csv(csv_filename)\n",
    "time = df['time (s)'].to_numpy()\n",
    "speed = df['speed (km/h)'].to_numpy()\n",
    "\n",
    "fig = plt.figure()\n",
    "plt.plot(time, speed, 'g')\n",
    "plt.xlabel(df.columns[0])\n",
    "plt.ylabel(df.columns[1])\n",
    "plt.title('ArtUrban drive cycle extracted with Pandas')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Use example:\n",
    "This notebook shows then an example to compute the required DC power with the following steps:\n",
    "\n",
    "* Compute of the *tractive force* and the *power-to-wheel* of an electric vehicule\n",
    "* Load this power-to-wheel data into a *piece-wise-linear* control source element in a Simba circuit\n",
    "* Consider typical efficiencies of a motor and an inverter\n",
    "* Simulate and plot DC bus power and power to wheel\n",
    "\n",
    "![Simba circuit](fig/power2wheel_circuit.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Computation of Power to wheel\n",
    "speed_ms = speed * 1e3 / 3600\n",
    "acceleration = np.diff(speed_ms) / np.diff(time)\n",
    "acceleration = np.insert(acceleration, 0, 0)\n",
    "\n",
    "mass = 2057    # mass (kg)\n",
    "a = 178.7      # rolling resistance on flat land (N)\n",
    "b = 3.3084     # component of the rolling resistance (N / (m / s))\n",
    "c = 0.5231952  # aerodynamic drag (N / (m / s²))\n",
    "\n",
    "tractive_force = acceleration * mass + a + b * speed_ms + c * speed_ms**2\n",
    "power_to_wheel = (tractive_force * speed_ms)\n",
    "\n",
    "# Load design\n",
    "simba_file_path = os.path.join(notebook_folder, \"csv_file_import.jsimba\")\n",
    "project = ProjectRepository(simba_file_path)\n",
    "design = project.GetDesignByName('Design')\n",
    "# Get PWL control source\n",
    "dc_power_block = design.Circuit.GetDeviceByName('DC-power')\n",
    "dc_power_listarray = np.vstack((time.tolist(), power_to_wheel.tolist())).T.tolist()\n",
    "dc_power_block.TimeValueMatrix = dc_power_listarray\n",
    "# Set DC bus voltages and efficiencies\n",
    "design.Circuit.SetVariableValue(\"Udc\", str(650))\n",
    "design.Circuit.SetVariableValue(\"eff_motor\", str(0.8))\n",
    "design.Circuit.SetVariableValue(\"eff_inv\", str(0.9))\n",
    "# Simulation\n",
    "design.TransientAnalysis.EndTime = float(time[-1])\n",
    "design.TransientAnalysis.TimeStep = 0.1\n",
    "design.TransientAnalysis.CompressScopes = False\n",
    "job = design.TransientAnalysis.NewJob()\n",
    "status = job.Run()\n",
    "if str(status) != \"OK\":\n",
    "    raise Exception(job.Summary())\n",
    "\n",
    "# Get results\n",
    "simutime = np.array(job.TimePoints)\n",
    "dcBus_voltage = np.array(job.GetSignalByName('dcBus - Voltage').DataPoints)\n",
    "dcBus_current = np.array(job.GetSignalByName('dcBus - Current').DataPoints)\n",
    "dcBus_Power = dcBus_voltage * dcBus_current\n",
    "# Plot\n",
    "fig = plt.figure()\n",
    "plt.plot(simutime, dcBus_Power, 'r', label=\"DC power\")\n",
    "plt.plot(time, power_to_wheel, 'g--', label=\"Power to wheel\")\n",
    "plt.legend()\n",
    "plt.xlabel('time (s)')\n",
    "plt.ylabel('Power (W)')\n",
    "plt.title('Power to wheel and DC Bus Power')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "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": "3.11.2"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
