{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4e5d2745",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import cantera as ct\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.cm as cm\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c1362692",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "w = ct.Water()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "02ca6f46",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#----------- function to get the whole saturated TS curve\n",
    "\n",
    "def get_TS_saturated(npts=500):\n",
    "    Tc = w.critical_temperature      # 2 parts: liq, vap; sep by T_crit\n",
    "    \n",
    "    #---------- liquid branch on left\n",
    "    Tliq = np.linspace(300.0, Tc-0.1, npts)\n",
    "    sliq = np.zeros(len(Tliq))\n",
    "    for i,T in enumerate(Tliq):\n",
    "        w.TQ = T, 0.0                # set T, 0.0=liquid\n",
    "        sliq[i] = w.entropy_mass     # get entropy\n",
    "    \n",
    "    #---------- vapor branch on right\n",
    "    Tvap = np.linspace(Tc-0.1, 300, npts)\n",
    "    svap = np.zeros(len(Tvap))\n",
    "    for i,T in enumerate(Tvap):      # set T, 1.0=vapor\n",
    "        w.TQ = T, 1.0\n",
    "        svap[i] = w.entropy_mass     # get entropy\n",
    "        \n",
    "    T = np.hstack([Tliq, Tvap])      # combine the two branches\n",
    "    S = np.hstack([sliq, svap])\n",
    "    return T,S\n",
    "\n",
    "#----------- function to get an isobar curve\n",
    "\n",
    "def get_TS_isobar(P, Tmin=300, Tmax=800):\n",
    "    T = np.linspace(Tmin, Tmax, 500)\n",
    "    s = np.zeros(len(T))\n",
    "    for i in range(len(T)):\n",
    "        w.TP = T[i], P\n",
    "        s[i] = w.entropy_mass\n",
    "    return T,s\n",
    "        \n",
    "#----------- make the plot: saturated, and several isobars\n",
    "\n",
    "Tsat,Ssat = get_TS_saturated()          # saturation curve\n",
    "\n",
    "nPlines = 7                             # number of isobar curves\n",
    "col_list = cm.jet(np.linspace(0, 1, nPlines))  # line colors\n",
    "\n",
    "plt.rc('font', size=14)\n",
    "plt.plot(Ssat/1000, Tsat, color='black', lw=2)\n",
    "for i,P in enumerate(np.linspace(101325.0, 300*101325.0, nPlines)):\n",
    "    T,s = get_TS_isobar(P)\n",
    "    plt.plot(s/1000, T, lw=0.8, color=col_list[i], label=f'P={P/101325:.0f} {\" atm\" if i==0 else\"\"}')\n",
    "plt.xlabel(r'S (kJ/kg*K)')\n",
    "plt.ylabel(r'T (K)')\n",
    "plt.title(\"P = 1-300 atm\")\n",
    "plt.legend(bbox_to_anchor=(1.05, 1.0), frameon=False);\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5323c1e3-ddad-4057-8df5-34d5afee5eb2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
