LandauBrine.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import System_model.CHMP_funs as cf\n",
    "import System_model.MonteCarlo_funs as mc\n",
    "from GCHPc.demand import ComodityType, Demand\n",
    "from GCHPc.orc_m01 import BinaryType, ORC\n",
    "from GCHPc.brine_properties import Brine\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Initial parameter list\n",
    "Ranges of parameters as they are measured in geothermal system"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from iapws import IAPWS97\n",
    "Temperature=[156.,159.,160.]\n",
    "LandauParam={\n",
    "             \"t\":Temperature ,\n",
    "             \"p\" : [IAPWS97(T=(273+T), x=0).P*10 for T in Temperature],    # pressure [bar]\n",
    "             \"ph\" : [5.15,5.4],   # Acidity/Basicity\n",
    "             \"q\": [30.,40.,45.],  # Flow rate [L/s]\n",
    "             \"s\" : [97.0,108.5],   # Salinity [g/L]\n",
    "             \"ewe\" : [0.35],        #variable needed for the \n",
    "             #--------Concentrated suspended solids [mg/L]-------------------------\n",
    "             \"na\": [26250.,28400.],\n",
    "             \"k_\": [3480.,4210.],\n",
    "             \"li\": [159.,172.], # high value calculated based on sodium content\n",
    "             \"rb\": [20.5],\n",
    "             \"mg\": [90.5,],\n",
    "             \"ca\": [7035.,9230.],\n",
    "             \"sr\": [383.,502.], # high value calculated based on calcium content\n",
    "             \"mn\": [20.2],\n",
    "             \"fe\": [23.5,156],\n",
    "             \"ni\": [0.057],\n",
    "             \"cu\": [0.044],\n",
    "             \"zn\": [3.68],\n",
    "             \"cd\": [0.03],\n",
    "             \"hg\": [0.0005],\n",
    "             \"al\": [0.04,0.43],\n",
    "             \"sn\": [3.68],\n",
    "             \"pb\": [0.65],\n",
    "             \"b_\": [19.9,68.8],\n",
    "             \"si\": [51.3,51.4],\n",
    "             \"as\": [7.25,15.7],\n",
    "             \"f_\": [35.5],\n",
    "             \"cl\": [58411.,65900.],\n",
    "             \"br\": [191.,219.],\n",
    "             \"nh4\": [41.],\n",
    "             \"hco3\": [290.46,299.1], # high value calculated based on CO2 content\n",
    "             \"so4\": [133,153]}\n",
    "\n",
    "#------------------Parameters for the C4 function (the geothermal GCHPc component)---------------\n",
    "GCHPc_params={ \"ht_heat_curve\" : np.array([5,]),\n",
    "               \"ht_heat_t_supply\" : 100,\n",
    "               \"ht_heat_t_return\" : 70,\n",
    "               \"lt_heat_curve\" : np.array([0,]),\n",
    "               \"lt_heat_t_supply\"  :60,\n",
    "               \"lt_heat_t_return\" : 40,\n",
    "               \"brine_tds\" : .1\n",
    "              }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[5.555863650937601, 6.002698748778989, 6.157846802451983]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LandauParam['p']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Estimate salinity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1581.1797233259563\n",
      "[58411.0, 65900.0]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([ 96.09020845, 108.41014085])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(LandauParam['na'][0]/23.0+LandauParam['k_'][0]/39.1+LandauParam['ca'][0]/40.1*2)\n",
    "print(LandauParam['cl'])\n",
    "\n",
    "np.array(LandauParam['cl'])/35.5*58.4/1000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "param_dist=LandauParam\n",
    "num_mc_runs=1e4\n",
    "df=mc.full_monte_carlo_loop(num_mc_runs,param_dist,GCHPc_params)\n",
    "df.to_csv(\"Results/Full_System/Landau/Results_Landau{}.csv\".format(str(num_mc_runs)))"
   ]
  }
 ],
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