{
"cells": [
{
"cell_type": "markdown",
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"source": [
"# Distillation modeling & design\n",
"\n",
"Distillation is the most widely used unit operation in the chemical industry, with applications in petrochemicals, pharmaceuticals, and biorefining. For the separation of almost any mixture, distillation may be a viable option. Because of this, new separation technologies (e.g., membrane, adsorption) are often compared against distillation-based processes. In this tutorial, we will design and simulate distillation columns for separating hydrocarbons and purifying small organic molecules."
]
},
{
"cell_type": "markdown",
"id": "4a4272f6-dbbf-4180-81c8-c1458147a839",
"metadata": {},
"source": [
"## Shortcut distillation models\n",
"\n",
"Distillation is a complex unit to model. Given M stages and N chemicals, we get M * (2 * N + 1) nonlinear and highly coupled equations for material, energy, and phase equilibria. Optimizing a distillation column is even more challenging. As a start, we can use \"shortcut\" methods which use simplifying assumptions to design and model a distillation column. Two common shortcut methods include the McCabe-Thiele methods for binary (2-component) distillation and the Fenske-Underwood-Gilliland method for multicomponent distillation. These methods can be surprisingly accurate (in some cases) and are often used for agile analyses where high-fidelity is not required."
]
},
{
"cell_type": "markdown",
"id": "60b16189-ba76-428a-87d2-adf09dcb02e3",
"metadata": {},
"source": [
"### Binary distillation with McCabe-Thiele\n",
"\n",
"The McCabe-Thiele method assumes that for every mole of liquid vaporized, a mole of vapor is condensed (i.e., constant molar overflow). For a two-component system under this assumption, each stage can be solved sequentially using a bubble/dew point calculation and a simple mass balance. This assumption can be relatively good for components with similar heats of vaporitation.\n",
"\n",
"In BioSTEAM, we extend the McCabe-Thiele method for 3 or more componets by assuming that chemicals which are more volatile than the light key will partition to the distillate while chemicals which are heavier than the heavy key will partition to the bottoms product. This can be a good assumption if the non-key chemicals are present in trace amounts. \n",
"\n",
"Let's model a distillation column for separating ethanol from beer (e.g., from fermenting ethanol):"
]
},
{
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"execution_count": 1,
"id": "6e270c54-c06e-4a48-8204-e35d875169bd",
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"\n",
" \n",
" "
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""
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{
"name": "stdout",
"output_type": "stream",
"text": [
"BinaryDistillation: McCabeThiele\n",
"ins...\n",
"[0] feed \n",
" phases: ('g', 'l'), T: 356.95 K, P: 101325 Pa\n",
" flow (kmol/hr): (l) Water 59.9\n",
" Ethanol 12.7\n",
" Glycerol 0.109\n",
" Yeast 2.21\n",
"outs...\n",
"[0] distillate \n",
" phase: 'g', T: 351.63 K, P: 101325 Pa\n",
" flow (kmol/hr): Water 3.37\n",
" Ethanol 12.7\n",
"[1] bottoms_product \n",
" phase: 'l', T: 372.85 K, P: 101325 Pa\n",
" flow (kmol/hr): Water 56.6\n",
" Ethanol 0.0566\n",
" Glycerol 0.109\n",
" Yeast 2.21\n"
]
}
],
"source": [
"import biosteam as bst\n",
"import numpy as np\n",
"bst.nbtutorial()\n",
"\n",
"# First set the property package\n",
"bst.settings.set_thermo(['Water', 'Ethanol', 'Glycerol', 'Yeast'], db='BioSTEAM')\n",
"\n",
"# Create the feed at the bubble point\n",
"feed = bst.Stream(\n",
" Water=1.08e+03, \n",
" Ethanol=586,\n",
" Glycerol=10,\n",
" Yeast=50,\n",
" units='kg/hr',\n",
")\n",
"feed.vle(V=0, P=101325)\n",
"\n",
"# Create distillation column\n",
"McCabeThiele = bst.BinaryDistillation(\n",
" ins=feed,\n",
" outs=('distillate', 'bottoms_product'),\n",
" LHK=('Ethanol', 'Water'), # Light and heavy keys\n",
" y_top=0.79, # Light key composition at the distillate\n",
" x_bot=0.001, # Light key composition at the bottoms product\n",
" k=1.25, # Ratio of actual reflux over minimum reflux\n",
" is_divided=True, # Whether the rectifying and stripping sections are divided\n",
")\n",
"McCabeThiele.simulate()\n",
"McCabeThiele.diagram()\n",
"McCabeThiele.show()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8a3c824b-7035-47d1-af90-d95ba5fa0056",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
Divided Distillation Column
\n",
"
Units
\n",
"
McCabeThiele
\n",
"
\n",
" \n",
" \n",
"
\n",
"
Electricity
\n",
"
Power
\n",
"
kW
\n",
"
0.139
\n",
"
\n",
"
\n",
"
Cost
\n",
"
USD/hr
\n",
"
0.0109
\n",
"
\n",
"
\n",
"
Cooling water
\n",
"
Duty
\n",
"
kJ/hr
\n",
"
-6.37e+05
\n",
"
\n",
"
\n",
"
Flow
\n",
"
kmol/hr
\n",
"
435
\n",
"
\n",
"
\n",
"
Cost
\n",
"
USD/hr
\n",
"
0.212
\n",
"
\n",
"
\n",
"
Low pressure steam
\n",
"
Duty
\n",
"
kJ/hr
\n",
"
1.4e+06
\n",
"
\n",
"
\n",
"
Flow
\n",
"
kmol/hr
\n",
"
36.3
\n",
"
\n",
"
\n",
"
Cost
\n",
"
USD/hr
\n",
"
8.63
\n",
"
\n",
"
\n",
"
Design
\n",
"
Theoretical feed stage
\n",
"
\n",
"
24
\n",
"
\n",
"
\n",
"
Theoretical stages
\n",
"
\n",
"
29
\n",
"
\n",
"
\n",
"
Minimum reflux
\n",
"
Ratio
\n",
"
0.8
\n",
"
\n",
"
\n",
"
Reflux
\n",
"
Ratio
\n",
"
1
\n",
"
\n",
"
\n",
"
Rectifier stages
\n",
"
\n",
"
41
\n",
"
\n",
"
\n",
"
Stripper stages
\n",
"
\n",
"
10
\n",
"
\n",
"
\n",
"
Rectifier height
\n",
"
ft
\n",
"
73
\n",
"
\n",
"
\n",
"
Stripper height
\n",
"
ft
\n",
"
27.3
\n",
"
\n",
"
\n",
"
Rectifier diameter
\n",
"
ft
\n",
"
3
\n",
"
\n",
"
\n",
"
Stripper diameter
\n",
"
ft
\n",
"
3
\n",
"
\n",
"
\n",
"
Rectifier wall thickness
\n",
"
in
\n",
"
0.5
\n",
"
\n",
"
\n",
"
Stripper wall thickness
\n",
"
in
\n",
"
0.312
\n",
"
\n",
"
\n",
"
Rectifier weight
\n",
"
lb
\n",
"
9.16e+03
\n",
"
\n",
"
\n",
"
Stripper weight
\n",
"
lb
\n",
"
3.6e+03
\n",
"
\n",
"
\n",
"
Purchase cost
\n",
"
Rectifier trays
\n",
"
USD
\n",
"
2.92e+04
\n",
"
\n",
"
\n",
"
Stripper trays
\n",
"
USD
\n",
"
1.03e+04
\n",
"
\n",
"
\n",
"
Rectifier tower
\n",
"
USD
\n",
"
5.86e+04
\n",
"
\n",
"
\n",
"
Stripper platform and ladders
\n",
"
USD
\n",
"
2.13e+04
\n",
"
\n",
"
\n",
"
Stripper tower
\n",
"
USD
\n",
"
3.41e+04
\n",
"
\n",
"
\n",
"
Rectifier platform and ladders
\n",
"
USD
\n",
"
9.69e+03
\n",
"
\n",
"
\n",
"
Condenser - Double pipe
\n",
"
USD
\n",
"
5.19e+03
\n",
"
\n",
"
\n",
"
Reflux drum - Vertical pressure vessel
\n",
"
USD
\n",
"
7.58e+03
\n",
"
\n",
"
\n",
"
Reflux drum - Platform and ladders
\n",
"
USD
\n",
"
1.85e+03
\n",
"
\n",
"
\n",
"
Pump - Pump
\n",
"
USD
\n",
"
4.36e+03
\n",
"
\n",
"
\n",
"
Pump - Motor
\n",
"
USD
\n",
"
141
\n",
"
\n",
"
\n",
"
Reboiler - Double pipe
\n",
"
USD
\n",
"
5.2e+03
\n",
"
\n",
"
\n",
"
Total purchase cost
\n",
"
\n",
"
USD
\n",
"
1.88e+05
\n",
"
\n",
"
\n",
"
Utility cost
\n",
"
\n",
"
USD/hr
\n",
"
8.85
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
"Divided Distillation Column Units McCabeThiele\n",
"Electricity Power kW 0.139\n",
" Cost USD/hr 0.0109\n",
"Cooling water Duty kJ/hr -6.37e+05\n",
" Flow kmol/hr 435\n",
" Cost USD/hr 0.212\n",
"Low pressure steam Duty kJ/hr 1.4e+06\n",
" Flow kmol/hr 36.3\n",
" Cost USD/hr 8.63\n",
"Design Theoretical feed stage 24\n",
" Theoretical stages 29\n",
" Minimum reflux Ratio 0.8\n",
" Reflux Ratio 1\n",
" Rectifier stages 41\n",
" Stripper stages 10\n",
" Rectifier height ft 73\n",
" Stripper height ft 27.3\n",
" Rectifier diameter ft 3\n",
" Stripper diameter ft 3\n",
" Rectifier wall thickness in 0.5\n",
" Stripper wall thickness in 0.312\n",
" Rectifier weight lb 9.16e+03\n",
" Stripper weight lb 3.6e+03\n",
"Purchase cost Rectifier trays USD 2.92e+04\n",
" Stripper trays USD 1.03e+04\n",
" Rectifier tower USD 5.86e+04\n",
" Stripper platform and ladders USD 2.13e+04\n",
" Stripper tower USD 3.41e+04\n",
" Rectifier platform and ladders USD 9.69e+03\n",
" Condenser - Double pipe USD 5.19e+03\n",
" Reflux drum - Vertical pressure ... USD 7.58e+03\n",
" Reflux drum - Platform and ladders USD 1.85e+03\n",
" Pump - Pump USD 4.36e+03\n",
" Pump - Motor USD 141\n",
" Reboiler - Double pipe USD 5.2e+03\n",
"Total purchase cost USD 1.88e+05\n",
"Utility cost USD/hr 8.85"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"McCabeThiele.results()"
]
},
{
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"execution_count": 3,
"id": "29dc1c48-1473-4989-9ff0-7b58327caa9f",
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"outputs": [
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17j9474EDBxqWLl1qFySMGTPGNzo6OitvnSdptVp57LHHzDNnzkzdvXt3YqFChez+RjNmzNDdvHkzT5aAzAsCAgKkadOmpsGDB+sXLlyYcvLkycSYmJj47du3J40ePdprb1r1er0MGTLEbgrau+++q58zZ47DIE9EpGXLlqZ//vkn0XbG6G+//ab5+++/s9zH4w3Hukqlkj59+lgl4LbhIoDsI8wDgDzG19dXevToYTW6af78+S7dJP3www9WT4ft2rUzFitWLM+M5v7ss898bGdPiYi8+eabhpUrVya7OurWz89PRo8erT948GBivXr18sznAQBpVatWzfztt9+mbNmyJal06dJ258MdO3aoP/jgAzr+ASdERUUpv/zyi9X90+uvv57jo84//fRT/WuvvWb3vuvWrdPExVF8B/lDTEyMfPfdd1bPOSqVSubNm5cSHh6e4bYajUbmzp2bUrhwYavr3y+//KI9d+6cx8OYq1evKgcPHrR6TvH19ZXvvvsuJasVVVq3bm1yNJNs9erVWQrzJk6cqLOdcdOvXz/Dc889l+ngzeeff97Yt29fq/eOiYmR6dOnPxKd8/Xr1zc7CjkSExPF1bULkbHVq1cnxcbGxv/zzz9J33zzTWrv3r0N1atXNzsKorzNwoULtbalcatXr27+8ssvMw0gK1SoYJk+fXqK7evjx4/P8j26txzrr7/+ulVwePLkSdWmTZtcKyEFwCHvPyMCAOz069fPasTT+vXrNVFRUU49lBoMBvn555+tOqP69euXZ0ognD59WjV58mS7G8zu3bsbv//++yw/JGekSpUq5l27diV269Ytz3wuAGCrWbNmpsOHDydUqlTJbnDC7Nmzdbt27eIhG8iixYsXa1JS/r/PLSQkRDp06JArVQ0+++wzh7PzNm/eTEcz8oUff/xRaxtOP/XUU8ZWrVplqex5wYIFLR988IHVc9P/Sst5PJA6c+aMyrbUdcuWLY3ODjbs1auX3XNIREREpn150dHRsmLFCqtnPa1WKxMmTMjy7KYJEybYra87b948ncnklasvuF2bNm1MrVu3tvtlN23axDnWA8qVK2fJq+s5OzqnjB07NjWr6yu+9tprxurVq1vdp2/btk19+vTpPHWslyhRwtK0aVOrjRYsWGBfIgSAy/LmWRIAHnGNGzc216xZ03zixAmVyP2yDj/++KPW9mE1I2vXrtWkrc0eHh5u6dq1q/HUqVMeebhNTU2Vffv2qa9du6ZERUUpMTExio+PjwQFBVkqVqxorlGjhtmZh9tPP/3Ux3b0WbFixSzff/+9Wxdm9/Pzk/fee8/pMC8+Pl5OnTqlioiIUEVFRSnx8fGKj4+PhIaGWooUKWJ57LHHTDm1XkdcXJz8888/6oiICFVsbKzi7+8vJUqUMNesWdNcq1Ytj808vHnzpnLw4EHVnTt3VLdv31bMZrMUKlTIUrRoUcvjjz9uzGxE9aNMr9fLnj171CdPnlRFRUUpWq1WChcubKlcubK5SZMmJm970L106ZJy9OhR9b///qvcuXNHUavVUqhQIUvx4sXNzZo1MxUoUCDzneQgs9ksx44dU507d07177//Knfv3lUCAgKkcOHC5rJly1oaN25sclSaMi8LCwuT33//Pblp06YBCQn/v/yexWKR4cOH++zcuTNH1xtJSkqSM2fOqM6cOaO6c+eOEhcXp2g0GgkNDbUUKlTIUq9ePZMn15I8ffq06tixY6obN24ocXFxSnBwsKVixYrmpk2bmnL63JSYmCh79uxRR0REqKKjoxWj0SjBwcGWtm3bmrJyjs7tzzKttOeuu3fvKiIiRYoUsTRo0MBUv379LF9v7t27J3v37lWfOXNGFRsbqwQEBEixYsXMzZs3NzmaZZqTlixZYnWf1KlTJ0NW165yt7Jly1qqVatmtu3sO3nypOr5559363vdunVL2bNnj/rChQuq+Ph48ff3l7Jly5qbNWvm1P3M+fPnlf3796uvXr2qSk5OloIFC1rKli1rbtOmjcnPz26pIa9w+fJlZd++fepLly6pkpKSJCwszFK0aFFL8+bNTcWKFWPNWw9atmyZ3cX47bffduq+vF+/foYxY8b4pC0rvWzZMu1XX33l0ZJ9tmtgidyfMe/sfmrUqGHXm552be/0LF++XGu75tszzzxjdOY7W7x4cUvnzp2Nq1atenjjeePGDWXr1q1qb11P3d06dOhg3Lp1q9WgpzNnzjAxAg9FREQohw4dsvpOFC1a1GJb5jcz/fv319uW6vzpp5+0mYVy3nasP//888a0AwXXrFmjjY+PT/G250Egr/KuniAAQJb17t3b8NFHHz0c6rVo0SKnwrx58+ZZPRy//PLLbu+MMhqNsmTJEu1PP/2k/eeff9RJSRn3FVeqVMncoUMHY+/evQ0NGzZM92H38uXLiqPyMhMnTkwNCwtzQ8udZzAYZPPmzer169drtm3bpjl58qTdaFxb5cuXt/Ts2dMwZMgQvaM1GbLr4MGDqgkTJvhs2LBB42gBdxGRypUrm/v27Wv44IMP9O74+0dHR8u0adN0a9eu1R47dizdz0ClUkndunXN/fr10/fv3z/XOkK9zY0bN5RJkybpFi9erLt3757DnwkJCZFXX31VP3r0aH3BggWd+t58+umnPp9//rnVh22xWOJdaevVq1eVqVOn6jZs2KDJaIS4VquVRo0amQYOHKh/8cUXjblZKmfv3r2qGTNm6DZv3qxx1Mn2QIECBeSJJ54wDh8+PLVp06b5ptRuzZo1zaNGjUq1XS9o165d6v3796see+yxDH/XV1991XfJkiUPrx2lS5e2XL58OSGjbR4wm82yc+dO9erVqzXbt29XHzlyRG07IMNWiRIlLM8995xh6NCh+rJly2b7HGkwGGT69Om6+fPna9PriFOr1dK2bVvjJ598om/ZsuXDzgtFUax6ID755BN9Zp0rmR1vO3fuVH/11Ve6jRs3ahytXfjJJ5/oa9WqZfcPufFZ/v333+p27dr5p31t8+bNSQ86eK5du6ZMmDDB5+eff9bGxzs+pVSqVMk8cuRIfZ8+fdLtiD9y5Ihq/PjxPuvXr3f4mYiING7c2PTll1+mpv375JTIyEi7DrvOnTvn6lrD5cuXtwvzHgSpWZHZcf3nn3+qv/jiC58dO3aozWb7U4RarZannnrKOHny5NT01i8zmUzy448/aqdNm6Y7fvy4w2MvICBAXnrpJcOkSZNSnb22uXpuKlOmTOCVK1ceflavvPKKYfHixQ+nXa5YsULz1Vdf6fbt2+dw9rKiKNKgQQPTmDFjUjt37vxIBBs5KTY2VtKu7S1y//r89NNPO3XMFSpUyNKiRQvT5s2bH+7rypUrysmTJ1XpfWfdwdG9rSsDhRzN7PH1tVuay87GjRvtnpW6d+/u9ADF7t27G9J28IuIbNiwQfOohHkVK1a0+444WxEH+dsff/xhd6w9++yzRmeP9x49ehiHDBli9drGjRvVEyZMyHA7bzvWu3TpYhg6dOjDE1diYqKsXLlS89prr+Xq/RKQXzCaBADyqN69e1sFIMeOHVPt378/S+f1GzduKH/99ZfVjZq713tZtmyZpmrVqgF9+/b13bx5c6ZBnohIZGSkaubMmbrHHnss4Msvv0w33VmwYIHWtuRDeHi45cUXX8yVcpi//PKLplixYoEdO3b0nzVrlu7EiROZBnkiIhcuXFAmTZqkK1u2bOB//vMft04D+uyzz3RNmjQJWLVqVbpBnsj9Mj0jRozwqVevXsCBAwdcvi8wGo0yYcIEXYUKFQpMmDDB5+jRoxl+BmazWQ4dOqQaPHiwb5UqVQL/+9//PvJl/pYtW6apUaNG4MyZM9MN8kTud2598803uipVqgTkRnnEpKQkGTJkiE/lypUDp0+frsus1JPBYJBdu3ape/Xq5VenTp2AY8eO5fj958WLF5WuXbv6NWnSJODnn3/WZhTkidyfWbt69WrN448/HtC1a1e/mJiYnGqqx7399tv64OBgu9fTdoS723//+191mTJlAlu1auU/depU3YEDBzINn0RErl+/rsycOVNXqVKlwBEjRvhkp6zXwYMHVXXr1g0YNmyYT0Yj6k0mk/z111+a1q1b+w8ePNhuBrg76PV6GTBggG/Lli3916xZk25o5Yg3fJa2li9frqlZs2bg999/n26QJ3L/Gt+3b1/fbt26+aUtUyly/5owevRoXcOGDQN+//33DD+TvXv3qlu3bu0/bty4HB8FsnbtWrvjpE2bNrnaoR0YGGj3WlxcXLY7mlNTU6Vv376+Tz/9tP+2bdscBnki94+Z9evXaxo0aBCwZMkSuw7Fa9euKa1bt/bv16+fb3pBnsj9zr4ffvhBW61atYAjR47kaj9FbGysdOrUye+FF17wSy/IE7k/s/nAgQPqZ555xv/VV1/1NRioyu5Ou3btUtueqx577DGXqhM0b97c7kS5bds2j95DlStXzu6guXbtmtPH5pUrV+yOh/Lly2caQjq6R2zRooXT5ytHAycepfLcgYGBdg808fHxhHl4aOfOnXYnJUfnnMwUL17cUqFCBatj+/Dhw+rExMQMt/O2Y71ChQoW2yoK69evz18lT4BcRJgHAHlUoUKFLB07drS6SVywYEGWOrYWLlyoTdv5V79+fXOdOnXcMjLVZDLJkCFDfHr27Ol3/vx5l68zGXVErVu3zu5m8NVXXzVkZZSqJ5w8eVLtzCh4W0lJSfL+++/7vvnmm275BYYOHeozduxYpzqhT506pWrXrl3A3r17nf6bxcXFSefOnf1GjRrlExsb6+zmcunSJeWpp57ynzNnziN7kz9z5kztiy++6OfM5xcdHa106NDB/+DBgzl2P3fjxg2lVatW/tOnT9fZdsZnxYkTJ1TNmzcPWLt2bY5Vh9i1a5e6cePGAY5m82bF6tWrNY0bNw6IiIjIFx03QUFB8tprr9kl/Bs2bPDY3+TChQsqVzowHzAajfLFF1/onnnmGT9XOst3796tateuXcCpU6eyfKxYLBaZNWuWrlevXn7phRiuMBqN8vzzz/t999132qwM+rCV25+lrUWLFml79uzpl9EABFu///67pk+fPg/rKZrNZnn99dd9x48fn+WQ0WKxyJgxY3ymT5+eo9eNP//80+o4qVq1qrlIkSK5WmbR0XWjQIEC2WqTwWCQLl26+C1cuDDLn29qaqr06dPHb926dQ87/i5duqS0aNEiYOfOnVnuDIyKilLatm3rf+HChVw550ZFRSnNmjULcPacuGTJEu1rr72WOzei+dSBAwfsvjdNmjRxKTxv1qyZ3XaHDh3yaCBVt25dc1hYmNWxuGXLlgwH2Tmybt06u+/iE088keFN/tWrVxXbgUulSpWylCxZ0ulzQ6lSpSylSpWy2u748eNZGkiSH8TGxtqdiygXiLQOHz5sd3/5+OOPu3Susj3HmUwmOXz4cLrnKm891lu1amW10ebNm+0GZwBwDWU2ASAP69evn1UphF9//VUzderUTEuvLFq0yKpzpk+fPs49VWagV69efkuXLnV4falevbq5Xbt2xvLly5sLFSpkMRgMyt27d5XTp0+rDhw4oM5sNpfI/eDI0Q1z27ZtveaJsnTp0pY6deqYqlWrZi5ZsqQ5KChI/Pz8LAkJCcr169eVo0ePqjdv3qyx7fycO3eutmbNmqZ3333X5R7WpUuXaqdOnfow1PX19ZX27dsbmzdvbipevLg5Pj5eOX/+vGr16tWayMhIq8/x3r178tRTTwXs378/oWLFill6AEhMTJRWrVo5HEVfvnx5S6tWrYy1atUyhYeHWzQajdy5c0c5cOCA+s8//9SkLVFjMBjk7bff9i1atKjl2Wef9Zq/ZU5Yv3695v333/d98N0PDg6Wtm3bGps2bWoqUqSI2Ww2KxcvXlQ2bNig2b9/v9XDXGJiovTr18/vwIEDiZ5e4+3mzZtK06ZNA9KWJHugevXq5pYtW5qqV69uCg0NtYiI3L59W7Vnzx71xo0bNWln68THx0uPHj38duzYkZhROV13+Pvvv9WdO3f2tw0eVSqVNGvWzNSkSRNTuXLlzKGhoZbk5GTl6tWryvbt2zVbt261euCMjIxUderUyf/AgQOJjma15TVt27Y1ffPNN1avnTt3TnXnzh3FEyV/bRUpUsRSr149U9WqVc1ly5Y1BwcHi7+/vyUxMVG5ffu2cuLECdVff/2luXPnjtV37Y8//tAMHz7cZ+rUqVmeynbhwgXl6aefDnAUNlWrVs3cuXNnY/ny5c1BQUGWW7duqQ4dOqTasGGD9sFszGXLlmnq1avnthlgn3zyic/69esfXiNDQ0MtHTp0MDZs2NBcpEgRc1JSknLt2jVl48aNGkVRMv1b5ORnaWv//v3q0aNH+zw4d4WEhEiHDh2MjRs3NhYpUsSSlJSknD59WvXbb79pL1++bPX+S5cu1XTt2lXz4osvGsePH69LGxqVLl3a0rFjR2ONGjVMBQsWtMTExCj79+9X//bbb9q4uDirNnzyySe+zz77rDEn1gQ0mUzyzz//WJ2DGzRokOs9UydOnLDr5MvKrJ2MDB061Cdt2a4qVaqYO3bsaKxUqZI5JCTEEhUVpezatUuzatUqq1mUJpNJ3njjDb+IiIgEtVotzzzzjP+lS5cUkfslKR9//HFT27ZtjaVKlbL4+/tbrl27pvrzzz81W7ZssfodoqOjlYEDB/r++eefbl0HOTNGo1G6dOnilzb4r1OnjvnJJ580li9f3hwaGmq5e/eusm/fPvXq1au1tueVX3/9Vdu1a1djz549H6n7GE85e/as3b1lpUqVXPpuOyqVmFllgezSaDTyxhtvGNJWG7l9+7Yybdo03fDhw7P07HX37l35+uuvra5BISEhklG5YpH768LavmY748cZ5cuXN1+9evXhcZqUlCRXrlxRcmo91tx09OhRu3Oso1mXeDTp9Xq5ePGi1fGm1WrF1fLwjq7fZ86cUTVv3tzh/Ya3HusNGzY0LV68+OG9XXR0tHL06FGVM+snA3CMMA8A8rCnn37aWLx4ccuNGzcUEZGYmBjl999/17z88svpdiLs2LFDnfbh1dfXV1555RW31AX64osvdI6CvJYtW5omT56c0qRJkwxv3q5evaosXbpU++2336bbcXro0CGHpZ4y27en1ahRw9y3b19D586djVWqVMm0LSkpKTJ79mzt2LFjfdN2Tg4bNsz3ueeeM9qOisuqcePGPaxP/9RTTxnnzp2b4mhk3ldffZW6YMEC7QcffOCbdlR/bGys9O/f3+/vv/9OysraZm+//bavbZBXtWpV87Rp01Lat29vSmcfhqSkJJk6dapu3LhxPg9mh1gsFunTp4/fkSNHEmxLc+Rnw4YN8zWbzaIoirz33nv60aNHp4aGhtr93NixY/W//PKLpl+/flYl6o4dO6ZatmyZplevXh7rPDSZTPLyyy/72QZ5TZo0MU2ZMiU1o9GnMTEx8tlnn/nMmDFD96DTPyUlRV544QX/o0ePJgQFBXmkzTdu3FBefvllu3J+r732muGzzz5LzeAhWx8ZGakMHDjQL+36OufOnVP17dvX7/fff8/RzmVPSO/vdeDAAdXTTz/tkXCiXLlylt69e+u7dOlirFu3bqbnSKPRKD///LNm2LBhvrdv3374vZs+fbquR48ehqyc8/8348tu1liRIkUsM2fOTOnevbvDYyY+Pj5l5MiRPjNnztSJWJ9Xs2vKlCk6kfvrjA0bNkw/cuTIVEdlEseNG6dPTnb8VcuNz9KRsWPHPjx/Dxw4UD9hwgSH567PP/88dciQIb7fffed1YiD0aNH+5QpU8b84PP19/eXyZMnp7z99tsG2zJ6AwYMMEyYMCG1W7dufnv27LHqZJo4caLPDz/84PxUYSedOnVKZVvqqlatWrl677F7927V9evX7QZYOJqFlFW3bt1SHnz3w8PDLTNnzkx58cUX7Y6Vd955xxAZGal06tTJP+3goNu3byv/+c9/dLdu3VJOnDihErk/Q+n7779PbtSokd3nNWzYMP369evVPXr08E9bkn3jxo2anTt3qtPrwPSEVatWaR9cMypVqmSeNWtWypNPPmn3/oMGDTLcvn079ZVXXrG6Tojc/17nVJhnu1ZgTrJdX9ATLl++bHcTWaZMGZeOuZIlS1rUarWkHahj2wHvCZ9++mnq8uXLtRcvXnx4nH7yySc+oaGhljfffDPD568rV64o3bp187t165bVMT5t2rSUzO6dHP1upUuXdvl8VapUKbOIWH3Xz58/rypfvnyuD2jwJLPZLI4qOzRt2jRHA/v8fqznZZcvX1Zs+yZKlChhUatdm/jr6Bn4woUL6Z6rvPVYd3R/um/fPjVhHpB9lNkEgDxMo9FIr169rB4E58+fn+EMgnnz5lk9CHTp0sXoqPPNWceOHVN9+umndh2e77zzjv6///1vUlY6C0uVKmX58MMP9REREQn9+/d3OGLV0VpHZcqUsRQsWDDXwp8PP/ww9cSJE4lDhw7VZyXIE7kfog4ZMsSwbdu2xLQP5KmpqfLNN9+4PAvkQSdUz549jevWrUvOqMRG3759DX/88UeibamYrVu3qn/88cdMHxh/+eUXje2D5TPPPGM8cuRI4lNPPZVekCci9zttP/30U/3q1auT0s4oi4mJkc8//9xtHed5QUpKiiiKIvPnz0+ZNm2aw87wB1566SXjnDlz7Hr4f/jhB4+uHTV58mTd1q1brR7s3n77bcOuXbuSMisjExoaKtOnT0/9/vvvrToCLl269LDD2BP69u3rm7bsjFqtlh9//DF50aJFKZmNlq1UqZJl48aNSa+99prV+XXlypWa3bt35/n750KFClkcfQbZKY2ckR49ehjOnTuXMGbMGH1WwieR+9e31157zbhnz57EtIMbLBaLTJs2LUvniF9//VVj+70tUqSIZevWrUnpBXki98tnffPNN6mTJ09OFRFJL1RzhclkEpVKJUuWLEmeOHGiwyDvAT8/P7vXcuuzdOTBjKwpU6akzpo1K91zl6+vr8yePTulXbt2VueKyMhIVZcuXfzNZrMEBgbKpk2bkgYPHmwX5D1QvHhxy/r165Nsr/fLly/XZmVd3uyynRktIlKrVq1c68g2GAwyfPhwu1IMVatWNWdn1rNerxeLxSJFihSx7NixI8lRkPdApUqVLH/88UeSbUWI6dOn67777judyP0BXTt27Eh0FOQ90KlTJ9Ps2bPtDrQFCxbkaOf1g3uoBg0amHfv3p3oKMh7oEiRIpa1a9cmVa9e3er3ioiIUHl6LbZHRdrBBw+42kmt0WikaNGiVueOzNbPdYcCBQrIhg0bkooVK/bwvU0mk7z11lu+zZs39//hhx+0Z8+eVSUkJIjBYJDbt28rmzZtUr/77rs+tWrVCrQtNTp27NjUzGblidwP5W1fc6XsXkbbOvr75Ddz5szROpr55K6BsMj7bt68aff9KFmypMvXYEfnuIzOVd56rNepU8fu+umodDIA5+X5zggAeNS9/vrrVg8TW7ZsUTsqgycikpCQIL/99ptVx0i/fv3cUmLz888/t1vrpmfPnsYZM2akOjsyTaPRSJkyZRzehF69etXu2lWkSJFcHeEVEhLi8rZ169Y1jxs3zirkcGaNGkcqVapkXrRoUXJWPvcmTZqYp0+fbjfacsaMGRmGLGazWcaPH2/VCVyrVi3zihUrkn18st43/PTTT5s++eQTqzJvP/74o9bRg0l+9u677+qz0jkjIvLqq68aGzZsaHWw7dy5U+3OwCGtxMRESVu6VeT+rM/Zs2enZGX25gP9+/c39O3b1+p3nDFjhi5tiTZ32bNnj+qvv/6ySgTGjx+f+uqrr2Z5JLVKpZK5c+em2Ab0X3zxRb4ImwsVKmR33rx27ZpHng2CgoLEme9KWmXLlrXMnDnT6hz1+++/a7KyvuSsWbPszmPz5s1Lrlq1apauGcOGDdN36dLF7aPv3333XX1GAUlGcuuzTE/Pnj2NH3zwQZbuI8aPH293rXlQ/nPKlCkpWVlfJiwsTN5//32r94uLixNn1mRzlaOSf66W0cqu+Ph46dWrl9+OHTvsfu/x48e75aS6YMGC5GrVqmV6rFSoUMHSu3dvq3N7dHS0YjabJTw83PLrr78mZxRaP/Daa6/ZVTZIW+ozp4SEhMiKFSuSwsPDM/1ZX19fmTx5st332nZtRbgmOjra7l4wK9+l9AQEBFgdr3q9XtKWAfeUqlWrmg8ePJj4zDPPWJ33d+3ape7fv79v1apVAwoUKFBAp9MVKFq0aGD79u39v/nmG13ayh1ly5a1rFq1KnnMmDFZOt/GxMQ4+uxcPl852jZtufz86Mcff9S89957dgMmOnXqZMztijDwHo7OU7bnGmc4OsfdvXs33WPNW4/14OBguz4S2yU+ALiGm0wAyOOqVKlibtasmWnXrl1qkfshy/z587Vjx461e9j75ZdftAkJCQ//v0yZMhbbkfKuuHDhgvLbb79ZXVMKFixo+f77792eLjjqdMzra1j17t3bMGTIkIdrpt25c0c5c+aMKqsdzra++uqrVGcCtT59+hhmzZqlO3To0MMb7MOHD6v27t2raty4scM2rF27VmM7UnX69OkpOp3zE60++ugj/ZQpU3wedKikpKTIhg0bNP369XskRr0GBQXJZ5995lTn68svv2xIO7rRaDTKkSNHVE2bNnV758LcuXO1aR8iVSqV2AYCWTVmzJjUhQsXah9812/fvq3s2rVL/cQTT7h1dsvkyZOtDoAKFSqYP/roI6cHLuh0OhkxYoS+T58+Dztz/vrrL01KSkqma5N6O0fnzZzo1HRFp06djOHh4ZYH30Oj0Si7d+9WZ1QS9OTJkyrb9c3atWtn6tSpk1PftenTp6esXbs20FF5Z1cUKFBAxo0b5/4EO4tc+SzTo1ar5YsvvsjyuaBJkybmUqVKWa5evWrVKVSpUiXzG2+8keXzfY8ePQy2lQAOHjyobt++vUdnyTkq+Zed0ffOMBgMEhsbq5w8eVK1adMmzfz58x0Oenn99dcNGc06zao2bdqYnPlOdOvWzfD999/bDUR699139WlnJGXmueeeM37xxRcPbySuX7+u3L59WylSpEiOhaaDBg3SOxPSPvXUU6aCBQta0nZ2pr2f8qRSpUpZcqvUq6vl4J2RlJRk9x339/d3+X0dzXZOTExUChQo4PHfpVixYpY1a9Yk79+/X7VgwQLdwoULtVkZhFWvXj3zsGHDUrt162Z0Zm3kxMREu8/Oz8/PrZ+do79PXmU2myU+Pl6uXbum2rVrl/rHH3/UPni2TqtUqVKWOXPm5HjJyfx+rOdltuW3RRwfL1nl6ByXUfUBbz7Wixcvbo6NjX14PXR0HwXAeYR5AJAP9OnTx5D2gWPx4sW60aNH621H79vO+Hr11VftfsYVa9eu1djOyuvfv7/BEyFbcnKy3c1kcHBwnn7ICAkJkUKFClnSltDYvXu32pUwr3jx4pbOnTs71ZGnUqnk9ddf1x86dMgqndiwYYOmcePGDgOQFStWWN1DVKxY0exqIOPv7y8tW7Y0rl+//uE+t27dqn5Uwrxu3bo5faw4ClnPnj2r9kSY9/vvv1udN1q1amWqUKGCS8dcmTJlLDVq1DA/WEdJ5P5sYneGecnJyfLHH39YfT9fffXVdEv3ZaZz584GEXl4bKSkpMg///zj9gAyp4WGhtr9DR2dX72BWq2W8uXLm+/evfvwOpdZAGW7jpWIyOuvv+50oFu2bFnLE088YXK0P1d0797dYFvaOCe58lmmp02bNiZnZ6bVrl3bdPXqVauDsXfv3gZn7kUqVapkCQoKkrSzVtKuBewptmvT+fv7i7vX/FQUxeUvx3vvvaf/+uuv3RIUO3usNGjQwOH3x5mQVkSkfv36dvs5c+aMqkiRIjl2vn3rrbec+t01Go3Uq1fPvGnTpofHVGRkZI6UEps4cWLqxIkTc21wgKc9WJMzrewMpHHUwa3Xu6VASZZERkYq8+bN0/3++++arFZTOHz4sOrTTz/1uXTpkmrQoEH6rF4/8ttn5y79+/f37d+/v0sfRK1atcyrVq1KKl68eI4/d+b3Yz0vMxgMdvfOvr6+bg3T9Hp9uvfn3nysFy1a1HLq1KmH/+9ojV8AziPMA4B84MUXXzR88MEHvg9mVVy4cEHZunWrVWfzmTNnrGYpqFQqcVdYsm3bNrvriW3JJXd5MKMnLUXxrvtCs9ks+/fvVx04cEB94sQJ9bVr15SEhAQlLi5OcXTDLWJfIuPy5csu/VKdOnUyurLg9gsvvGAcNGiQ1Wt79+5Nd0c7duyw+ps3adIkWx1t5cqVswqhjhw58sjU1G/VqpXTn12lSpXsQrvslMpLT0pKit06UVkphZeRsmXLWoV57v5b7969W21burN58+Yutzk8PFyCg4Pl3r17D187dOhQng/zHM00y8lz6bFjx1R79+5VHz9+XHX58mVVXFyckpCQIKmpqQ4bceHCBauwxlHJ5bRsz1+KokjHjh1dmrHUqVMng7vCvDZt2ri9bKenP8v0tGjRwunfpUyZMnZfvJYtWzp9LJUqVcp88uTJh+2OjY31+Jc3Li7ONszL9YFEarVa2rZtaxw1apQ+O+c5W85el8LCwqRAgQJWs3srVqxodrbTu2zZso6ubTl2YipfvrzFlVkoFSpUsArz0l4v4F7ZuU452tbRc4W76fV6GTNmjM9XX32lsx38KHJ/YEChQoUsfn5+lnv37im3b99W0l6jz58/rxoxYoTPzJkzdQsWLEjOaC3HjOTFz84bVKpUyTxw4ED9wIEDDa5UIMGjJ5vHWrYPLG851m3vk4xGoyQlJYm/v79rjQMgIoR5AJAvBAYGSrdu3QxpZ97Nnz9fm7az+YcffrCbXVOuXDm3PIXZdpoWLFjQYrvuibs4Gq2Wkx09GYmNjZXJkyf7/Pzzz9r01i3Mqnv37rm0vaNR7VlRqFAhS8mSJS3Xrl17+L6HDx922Hl97do1xTZs/OuvvzS1a9cOcOW9RewX1s5obYD8xlEwlxlHs1Fd/c5kZP/+/eqUFOtqQosWLdKuWbPG5XtI23XZ3P23drR21qBBg3yz0wFjW94mP6wT4+i8mZ2yPFmRkpIi06dP1y1atEh75syZbM2kyuy8f+LECavvQcWKFc2uzqKqX7++265nDRo0cMu+cvKzTI8r5y5Ha8G4sh/bsnieOP/Zsp1Jk50yWu5StmxZc//+/Q3uDPL8/PykZMmSTp8LAgMDLfHx8Q//DuXLl3f67+roGM3JYKxChQouHZ9BQUFWn5dt8AvXaLVasR2ck5ycLK7ObnY0+9zT4Uxqaqo899xzfrYVA/z8/KRPnz6GPn366OvXr29OWz0gNjZWNm/erPnPf/6jS3tPc/36daVjx47+P/30U3KPHj0yHEzhqCRndtZWdrTtoxBs6XQ66dKli/GNN94gyINDWq3WrZUuHG2bUYldbz7W0ytt7A2DoYC8jDAPAPKJfv36WYV5K1eu1MbFxaUEBQWJ0WiUn376SWvz826rjXLnzh2rm86aNWt6rKa/o9Jw3jAC+vfff9cMGDDAN22pzOxwtWPS1XX2REQqV65svnbt2sNOg7t37ypms1lsy5/ZrnckIvLvv/8q7vrdRRwvJp5fhYeHO/1A4+ihylGZl+xKG+6mfc3R665yd5h3/fp1u2Dj7Nmzbi3Blx++n44CHE+Wf9y+fbu6b9++fhcuXMiRc6Tt36h06dIudxy4Ekqkp0iRItneV05/lulxdD3OjKNOp7CwsGzvx2h0+4RHOyaTyepzcmUWfGYcrYn0v7WclOvXryu2s3rOnz+veuGFF/wGDRqknzFjRqo7SqeHhIS4dKzY/k1CQ0Nd2Yej8l45dr515bsokjvfx0eBv7+/XZiXlJTk8hp3jjqpAwMDPdqp/M477/jaBnkVKlQwr1y5Mjm9NdBCQkKke/fuxu7duxu/+eYb7fvvv+/7YKae0WiU1157za9atWqJGa2h5qiz3N0BQ0BAQJ7rkC9ZsqTF0bUrKSlJ/v33X5Xt2sF6vV6+/vpr3bp16zQbN25Mys69BPInR7PMshOmOVofL6NjzZuPdY1GY7ddelWKAGQdYR4A5BMtWrQwVa5c2fxg3ZikpCT56aeftAMGDDCsX79ec+vWrYc3ZqGhodKtWze39DTExcXZ3ZS52hGUFSVLlrR7cP33339zdTHlxYsXa/r27evnqHSOq1y90c3OZ28728tkMkl8fLzYrueWE7PmbGeD5WeOOi+9RU7MQEtJSXHre+TE9zM7D+newlH4XqpUKY8MxNi8ebO6S5cu/o46KFyVWWe5bViZnbVV3XlNy+4aa7nxWaYno5Hizsgrsx3+twbOw++VJ65Tx44dS0zv35KTk+W///2vevr06T62ZV9nzZql0+l0MnXq1GyvqeSuv6s3X9vSkxfbnJ+FhYWZY2JirO7xExISpEiRIi7tLzEx0eq6oNPpPDqIZceOHeq5c+daHVChoaGWjRs3JmV17eF33nnHkJqaqnz00Uc+D15LTU2VAQMG+O7cuTPdC4GjYDohIcHl+yNH2xYsWDDPHS9jxoxJTW8tT7PZLKdOnVItWrRI++233+rSXmfPnDmjateunf+ePXsSw8LCcqy98H6OBmXanmuc4ehYy2jgpzcf6/llEADgbXK18xMA4F6269QtWrRIK3K/5Gba13v06GFwV3koRyP6PTnK1dHMs0uXLil379711FtmKDIyUunfv79dkKfVauXZZ581fvXVV6kbN25MOn36dOLdu3fjExIS4k0mU7zFYrH6z10jPbNzg+xoW0elomzX90P+lRf/1nmxzTnt5s2biqMZtq6WmMtIdHS0vPTSS3624ZNKpZK2bduaxo8fn7p+/fqk48ePJ965cychPj4+3mg02p0jW7Ro4dRoCdvZHDqdzuVzo4+PT+Y/lEXZCUpy67PEfbbXSHcPRMiMn5+fdOrUybRp06akr7/+2i60mzZtmm758uUM1kW+UbhwYbvztqtrfBqNRkk7sDG9/bvTlClT7EYqfPzxx/qsBnkPDBkyRG9b9WTXrl3q/fv3p/tZFClSxO49rl+/7vI5y1FFBkfvkZepVCqpWbOm+auvvkrds2dPYokSJax+v8jISNVrr72W+/WV4VWKFi1qd+/sqEpIVjk6x2V0rvLmY93R4MeAAJdX5QDwP9zsA0A+0qdPH8Po0aN9HgRLe/fuVW/ZskVtW97FnSU2Hc12yM5osMw0aNDApCiK3ULMe/bsUXfq1CnHOyiHDx/ua9tp/OSTT5oWLFiQbPsQmBF3zfT530hAl264HY0itF0HRsRx/fuhQ4fqHXUuIm9z9Lf+5ptvUgYPHuy1NVIcrft28uTJxOrVq3us/G9e888//zisD9iwYUO3n0PHjx/vYzvDs379+uaff/452Zm1VZ09RwYFBVnSltpMu5aXs+Li4lzd1K1y67PEfYUKFbJdF00MBoPbZrI5Y+jQofq7d+8qkyZNsgoLBg4c6NumTZvEvDhjBs4bOXKkz7p163KlT6dz587GiRMnevS+r2zZsubdu3dbXa8uX76sEhGnr1XXr19XbGchly1b1mP3BQaDQf7++2+rv42iKHYDL7NCrVZLr169DCNGjLAaWfLnn39qHnvsMYfPdI7KQ//vs3OJo4DBnSWovU2tWrXM69atS2revHlAYuL/T5hev369ZsGCBdq+ffvm6H1wfj/W87IyZcpYVCqVPCiFK3I/EDOZTC6V47Zdl15EpFy5cukea958rNsOsAwNDbWkXR8UgGs4igAgHylevLilffv2xrThXa9evfzSlmysWbOmuVGjRm57+AoKChKtVmtVFtLRWkzufL969eqZDx06ZHWj+ffff2tyOsxLSEiQDRs2WF1L69ata163bl2Ss2XD3PWZZWc/trMs1Wq1w/JDjjoJmQ2VP9l2Xot4/3pxjr6fOVF6My/ZvHmz3TNA5cqVzeHh4W5/r+XLl1slHSVLlrT8/fffiSEhIU7tx9lzTGhoqFWYl53vbVRUlFdUM8mtzxL3lSlTxurcYjab5caNG4rt6zll3LhxqZs2bVIfOHDgYW9hVFSUMnLkSJ85c+Y8OrWqH2FXr15Vjh8/nivnpzp16nj8PFK5cmW755XIyEiXft9z587ZbefMIAhnnT9/XpWQkGD1Wvny5c2uznBp2rSp3TPO8ePH000KHFUyuXDhgsvfFdtt/fz87M6J+U3dunXN48ePT/nggw98077+8ccf+zz//PMG22UIPCm/H+t5mY+Pj5QtW9aSdh1jg8Egly9fVsqXL+/0MeLoOK1WrVq65ypvPtZtZyiy5iTgHl7xYAoAcJ9+/fpZjRS8efOm1Q24KyNCM2P7YHrixAmPXl86d+5s9zssXrxYaztDztO2bt2qtn3Pjz/+ONXZIO/y5cuKuxaDPnv2rMufvW0HSXh4uEWlst9d0aJF7W7EszMCEN6rSJEidg+IV65c8eq/taNSNI5GuT6qYmNjZcmSJXZTiTp16uSWdVTTOnnypMq21M+gQYP0zoZPer3e6ZJFJUuWtPoenD592vnh0f9z9OjRXP/O5+ZnifscjYx3teSfO2g0Gpk9e3aKolif3hYsWKA9c+YMf2PkeY5mi+/Zs8elc/muXbvstqtXr57HBgE6WnM4OzNmHd3bZDRIpXTp0hbbAVlXrlxRXCm/d+3aNeXKlStW29WqVcv0KMywee+99wx169a1Ovf/+++/yuTJk91Xfxt5nqNzSXpVMDJje45Tq9UZnqu89Vg3mUxy+/Ztq315cjY08CjhJh8A8plnn33W6Gg2jcj9hd49EeY1btzY6gYzKipK8WRHUt++fQ22IVNUVJSydOnSHH2qdBRqtGzZ0umOAVdv9h05dOiQS/u6c+eO3Rpa6T04VKpUyRwaGmr1Hdu7d6/atnwR8r5GjRqZbI+1HTt2uO376glNmjSx+95u3749//c4ZdG3336rs50tIOKZgR62HQIirp0jDx48qEpJcW6ikW0ncGxsrJw8edKl65JtmbfckJufJe6rU6eO3eed26FZw4YNzS+++KLVsWs0GmXUqFF0NCPPa9asmcm2TN2+fftcut90FOa1bt3aY2Ger6+v3bNYcnKyywOL0pZ6fMDf3z/DcLBZs2Z2v58r93COtmnevPkjsfaqSqWSyZMn2100v/nmG92dO3cYKAYREWnevLndSWnnzp1OP3vcvHlTsZ1FXK9ePVNm68x547EeGRmpsj1X165d+5E4bwCeRpgHAPmMTqeTl19+2WGnbMeOHdMN+rKjVatWdjewixYt8tgiMmXLlrV06dLF7j1HjhzpGxMT46m3teNo1G14eLjTn+/SpUvd9lmtW7dO82DNRGcsX77c7oHDNqR9QK1WS5s2baz+LSEhQf78889c7/CGe4WHh0u9evWsRlFGRESoPD37Njvatm1rtB1BumHDBo1e77alQvOso0ePqj7//HO7Tv7WrVub6tSp4/bRsrl5jnz88cftzl+OZiRmxmQy2ZW3zA3eeL151DRq1MhkOwvOG86Fn332WartOe/333/X5FZJNuScxYsXp1gslvjc+G/x4sUeHxUQGhoqjRo1sjqXx8fHO32/effuXbtBPaVKlbLUqFHDY7NEHM2ku3r1qsqVe3QRx2XzMnum69Chg92z0ooVK5y+Bjja5umnn35kRvC1b9/eZDt4JiEhQWzXLPWk/H6s53VPP/203YG9du1ajbOVdxw9j7dv3z7Tk4Y3HutHjhyxO2fZns8BuIYbfADIh15//XWHd462JTjd5dlnn7XrPP/hhx+09+7d88TbiYjI559/btd5df36dWXAgAF+7nyf5ORkmTFjhsObYUej5JwdpRkZGam4c0HzGzduKOvXr3d6fwsWLLD7HTt27JjuzXuXLl3svktffPEFMwHyoWeeecbub52THRjOCg4OlhYtWlg9LF6/fl1ZuHDhIx1iREVFKd26dfNLSkqyel1RFPniiy880lHjjnNkTEyMLFq0yOnv21NPPWUMDQ21em3+/Pna2NhYp/bz008/aVwpVeRuuflZ4r6QkBC7NbyOHj2a64NYKlWqZOnVq5fVedpsNsvo0aO5JiPP69Gjh909yPfff+/UeWz+/Pk62xnJjvbrTsWKFbMEBgZavRYTE+NyNQ7bNbpF7lfKyGibF154wWBb+n/NmjWaW7duZfnacfPmTWXt2rVW712sWDGL7aC+/O6zzz6zW8vh+++/1znzWSL/qlKlitl28OONGzeUNWvWOPVMPnfuXLtzm+313RFvPNaPHDlida5TFEUaN25MmU3ADQjzACAfqlWrlvnmzZsJ169ft/rPE2siiYiUKVPG0rNnT6sbzaioKOWtt95ya7CWVrVq1czDhg2zm2qzdOlSzaBBg3xcHfma1tmzZ1XNmjULSG9kW/Hixe1uSDdu3Jjlm3aTyST9+vXzc0db0/roo498nJmFtHDhQu2BAwesbrjr1atnzuiG+6WXXjJWqFDB6t937dql/uqrr+gozmfee+89u3W5fvnlF+2KFSu8tnTlp59+atfp8vHHH/ueO3fukex02blzp7p+/foB58+ft7v3f++99/SeerguVqyYo3OkUx2ZAwcO9HU2gBMR8ff3l1deecXqRPjvv/8qQ4YM8c3qPm7cuKF89NFHWf55T8rNzxL/78knn7S6j9q/f7/aG2b9jho1KlWrtb5VWb16tebQoUM87yNP6927t6FAgQJWr23YsEGT1RJyd+/elalTp1rdm6rVannrrbc8euBqtVpp3bq13XPX559/7vR98vnz55VffvnF6Rkz4eHh0q1bN6vnM4PB4FTQP3r0aB/b2UWvv/663rb8aX7XunVrk21Z1qSkJK8e3Iac5eicMnbs2Cw/k//0008a29n+LVu2NFWvXj3Te3RvPNZtSxvXq1fP7IkKUcCjiJt7AMinihYtailevLjVf7ZrX7nTyJEj9bYdSUuXLtW89957Pmazc/3ERqNRLl++nGmn+5gxY1JtZ+CI3F8Tqnv37n6ujpZMTk6WcePG6erXrx9w+PDhdD80R+sVTZw4UZeVGYkmk0n69+/vu3PnTrc/DUdERKj69evnm5XPff/+/ar33nvPrrP6nXfeyfDJQ6vVypgxY+wCk5EjR/rMmjXL5RlQO3bsUPfs2dNjITCcFxISIkOGDLH6W1ssFunbt6/f77//7nKgt27dOvWbb77pkaDkiSeeMD3xxBNWx2dMTIw8/fTT/q6um5acnCyzZs3Sfvnll3mm4+b06dOqAQMG+LZp08bfdk1MEZE2bdqYvvzyS7vj2F0aNGhgtp2ZMGvWLB9H6785Mnr0aN2vv/7q8vlk6NChetv3X7hwoXbo0KGZDvi4evWq0rZtW/9///3XKwLg3P4scZ/tjPXExETZu3dvrvdqV6hQwfLqq69a9cJZLBYZM2YMs/OQp4WGhtp1kpvNZnn99dd9o6OjM9zWZDLJm2++afc80LNnT0OlSpWy1Kl84cIFRVGUArb/ZWVb24GOIvcH/U2YMCHL9xGxsbHy3HPP+dsGAlWrVjVnpTz2iBEj7Drjf/jhB+3q1aszvX9btWqV5ocffrC6boSEhMj777+f5SD077//Vtt+dmXKlAnMfEvvM27cOLv7pblz5+q8YfY+si87x7qISJ8+fQylS5e2Oq+cOHFCNXz48EyvwxcuXFDeffddu2ciR4MT05Pbx3paSUlJsm/fPqvGPPXUU49MaV7A0wjzAABuUb16dbOjBcJnzJihe+KJJ/z37t2b6TXn+vXrypQpU3SVK1cOdFRmwpZOp5NVq1YlORqxtmrVKk2lSpUCR44cmeXOzosXLypjx47VlStXLnDMmDE+tuXobJUoUcJiuy7T+fPnVe3bt/e/ePFiuu95+vRpVfv27f0flLbUaDTi7++flSZmytf3/nPATz/9pH322Wf9MnrA/PHHHzU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to3JycmzamzVrZpkzZ05uSTe8v/vuO9M999wTVvRBg7CwMO3ZsyezSZMmFGDKyR9zavXq1aaBAwdGFN0H9vrrrzfPnj07t2XLlg4fSli/fr3p7rvvDj969KhNMXLgwIGFK1euzHF0DMqmuJl5ISEhuuaaaywdOnQwL168OLjoe4QvzMyrDPfPKeah0vjqq69MAwYMsPkNDAkJ0ffff5/VpUuXEp9ce+ONN0Iee+wxmze5xo0bW/bt25fljb14Ro8eHb5w4UKbN+auXbua165dW+LSYdnZ2brxxhsjNm/ebPOCxM0G9/DnnIqNjY2WpHbt2pmvu+46c+fOnc2dOnUy/z4jytHyLBTzPMsf8+npp58OnTFjRsh9992X/8QTT+TXqVOnTF/EnnvuuZAXXnjB7gvEwoULc0aOHOmTSxr4E3/MqfKyWCx64IEHwt5//32bIBMTE61Hjx7lhmY5BXJOPfvssyEvvvjilfjGjBlT0KhRI2vRpYQp5rmXP+cUxTzf5M85JTle6rdFixaWb775JjshIaFMn7MsFouYlV4+/p5Prpo3b17wpEmTwq5ua9KkiSUpKSmromIKFP6aU48++mjojBkzbD4TNWrUyLp58+as6tWrO31tSklJMXTr1i3y+PHjNgUYltssP3/MKYvFonbt2kXu2bPH5k2qd+/e5lWrVmU7e2jl1KlThp49e0YWLeh9/vnnDouXKJvJkyeHzpo1K6RFixaWDh06mDt06GDu1KmTuX379pbQ0Mvp0qBBg6gTJ07Y/P37QjGvMtw/55MdKg1HT5xMnTo1z9mbmyQ9+uij+UU3eT58+LDx448/9vin8IMHDxoWLVpk80IUERGhefPm5Th7OiAiIkJz587NLfpG+O6774aUdb802PPXnJKkHTt2ZF68eDFj/fr12TNmzMgbPXp0IUsbVix/zKcBAwYUHjp0KPMf//hHXlkLeZL0/PPP5w8YMMDuw/ZHH33k23c4/IQ/5lR5GY1G/eMf/8itX7++TT4eO3bMsGXLFj73llOg5tTOnTuNr7zyypWfrUaNGtaZM2f61Je2QBWoOYWK4885deDAAbulfhs1amRdv359mQt5kijkuYE/51N5/Pvf/7aLcdKkSTzI4gb+mlPLly+3W/nitddeyy1NIU+S6tSpY3311VftHgxesWIF2z+Vkz/m1NKlS4OKFvLi4uL08ccf5zgr5ElS3bp1rR999FGOwWC7qujzzz/Pcvlu8OSTT+ZfunQpY8+ePVlz587NnTx5ckHXrl2vFPJ8VWW5f86nO1QKe/bsMW7YsMGmuh4fH2994oknSr0+98svv2z3wWPWrFke/9D03nvvhRSddj5p0qT8Zs2alepDU/PmzS1FP3inpaXJH75E+DJ/zilJaty4sZUv+L7DX/Ope/fuZleKeFd7/vnn7W6Yr1271m5PPZSNv+aUO4SFhWn48OF2N5x+/fVXu72HUHqBmlP5+fmaNGlS+NX7JMycOTOXPTc8L1BzChXH33PqySefDM3Ptw111qxZOa7uxYjy8fd8clVSUpLhhx9+sPm5g4KCdNddd1HMKyd/zamCggIdOXLE5uZBTEyMBg8eXKYZUEOHDi2MjraZ1K4jR44YCwuZSOUqf82pxYsX2xVx77333vy6deuW+v2uR48e5ptvvtkmeX766Sdj0dcvlF3dunWtvra0ZGlUlvvn3MlFpfDpp5/a/eJNmDChoCxPFXTu3NnSvn17m1eFrVu3mg4fPmy3waw7LVq0yC72Bx54oEwfpO+//367N/KFCxf61IuRv/HnnILvqcz51KlTJ0vRm1S5ublKSUnx6bh9XWXOKUlq1KiR3ZOo5FT5BGpO/e1vfwu9+sngIUOGFI4aNYq7Sl4QqDmFiuPPOXXgwAFj0Zkvt912W2G/fv3Yn6yC+HM+lccHH3wQYrXa3vfs379/YXkf4IP/5tS5c+cMRW+QN2rUyFLWZRhDQkLUsGFDmxNZLBb99ttvPvv74Ov8NafWrVtnV8ybMGFCmR8YuPPOO+2O8bXCC7ynstw/p5iHSuHrr7+2e6O44447yvxG4ehJ/1WrVnlsWYA9e/YYT506ZfMG2rx5c0vr1q2dTpe/Wps2bSxNmza1OWbTpk2m9HS2zHSVv+YUfFNlzydHS0edPn2azyjlUNlzKjc31+7LZ0iI3R7eKINAzKlt27YZX3vttSuJERcXZ33vvffYG9ZLAjGnULH8Oac+/PDD4KI3y++++25mQlUgf84nVxUWFjq8Ec5ese7hrzkVGhpq910tJCTEpeKuo3OFh4dTKHaRP+bU+fPnDadPn7b5rhYbG6trrrmmTPc5pcsrBRVt+/LLL33y9RWeVZnun3OjDAEvMzNTu3fvtsn1iIgIdezYscxvFDfccIPdG8WPP/7osTeK7777zm56uKM3q9Lo0aOHzXGFhYUqOh0fpePPOQXfQz5d3my4qIiICL7UuYickrZv3273/takSZMy//y4LBBzKi8vT3fddVf41Us7zZgxI6927dq89nhBIOYUKpa/59Tnn39uU0CJi4vTwIEDmSVcQfw9n1y1cuXKoKI32WvXrm299dZbycVy8ueciouLU5UqVWzaTp486dL95KLHxcXFWePi4soRXeXlrznlaCZm3bp1La5sA1OvXj1r0X3zkpOTDb48+xmeUZnun1PMQ8DbuXOnqehTjtddd525rEsCSFKXLl3sjtu1a5fHfo927txp92LRtWtXl16Mrr/+ervjHN3shHP+nFPwPZU9nwoLC3X8+HG7GLmh7rrKnlOOlioLCwtT7969uRHlokDMqWeffTZ07969V657yy23FBbdIwGeE4g5hYrlzzl1+PBhw5EjR2xuPLZr186l2OEe/pxP5TF79my7H/DOO+8sCAryydqjX/HnnDIajbrhhhtsPkenpKQYfv755zJdc+fOncaixeI+ffqwlLCL/DWnLly4YFdoi4mJcem7v8lkUkxMjF079zorn8p0/9wnP0AA7rRv3z67PG/cuLFLT+eHhoaq6IasR44cMRYUeObez4EDB+xiLzrdt7QczUg4ePAgrwEu8Oecgu+p7Pm0cuXKoKIz8+rXr28tuo8eSq8y59ShQ4cMgwcPDs/NtV0pccKECQU89eu6QMupLVu2GGfMmHFlec2YmBi9//77LK/pRYGWU5K0e/du48MPPxzauXPniDp16kSFhYVFx8TERDdo0CCqQ4cOkffdd1/Y/Pnzg86ePcvT4h7gzznlaPZD27ZtbW4k7d692/joo4+GdurUKaJq1arRwcHB0VWrVo1q1qxZ5MCBA8PfeOONkIMHD5JbbuLP+eSq06dPG4ouT2cwGHTffffZ7R+EsvP3nHrwwQft8uCpp54KLVpMKo7FYtFTTz1lt5Hb5MmTyS8X+WtOOVpWNScnx+X3L0er/Pz666/c66xkKtP9c58JBPCUY8eO2eV5/fr1XV5qq169ejbHms1mHT9+3CNfnBzNVklMTHQp9gYNGtgdd/ToUV4DXODPOQXfU9nz6f3337d7dHDw4MG+dXfDz1S2nMrNzdWGDRtMkydPDr322mujkpKSbH7+xMRE69///ncKNeUQSDmVm5urSZMm2SyvOX369Nz69evzAIEXBVJO/W7lypVBb7/9dsi2bdtMp0+fNuTl5SkjI0MnTpww7Ny50/jhhx8GT5gwITwxMTHqvvvuC0tKSvKZ19FA4M855Wh2y+83oC5cuKBRo0aFt2/fPnLGjBkh27dvN6WmpqqwsFCpqamGpKQk45dffhn02GOPhbZs2TJq9OjR4RT1ys+f88lVc+bMCb76vVG6vPRekyZNeH90A3/Pqf79+5tHjBhhkyCrVq0Kuv/++8OKPkRXVHZ2tu6+++6wovu7TZw4saB3797MzHORv+ZUtWrV7F5Tzp8/79J1UlNT5ajgeOTIEe51VjKV6f65zwQCeIqjp1/r1avn8gfShIQEu1/qM2fOeOR3qeha0gaDQQkJCS7F7mgtaUdrVcM5f84p+J7KnE9r1qwxFd1Y22Aw6N5776WYVw6BmFOrV682tWnTJvLq/6655prI+vXrR0VHR0f36NEj4p133gkpejOhSZMmlrVr12bFxsZ6M9yAE0g5NXXq1ND9+/dfuVavXr3MDzzwAK85XhZIOVVWubm5+vDDD4Pbtm0b9a9//Yt1FN3En3PK0Q2i2NhY65YtW4ytW7eO+uyzz0q1xqHFYtHChQuDOnbsGLVs2TLWRSwHf84nV82dO9fu9eiee+5h1pSbBEJOzZ07N6foXlIffPBBcKtWraJeeeWVkG3bthnT0tJ+f9hAW7ZsMb700ksh11xzTdS8efNs8mvAgAGFs2bN4mG7cvDXnKpVq5a16JKeJ0+eNJw5c6bM9ye3bt3qcOnDs2fP+tTrKzyvMt0/5wMeAt7FixftfuGio6NdfoOLioqya3O05nN5paen2z1hEh4eLlfXqw8ODlZoaKiuvtHpibgrA3/NKfimyppPaWlpuvfee8OLto8ePbqgXbt2Lj9RiMDMqbS0NMOePXtK/aUsMjJS9913X/6LL76Y5yh+lE2g5NTGjRtN//jHP64srxkREaEPP/wwx2jk+763BUpOFRUUFKRq1apZY2JirBaLRRcvXjQ4+lklKScnR/fff3/YTz/9ZPrnP//JDc1y8ueccnQD87fffjP8+c9/jjh37pxNX2hoqGrVqmUNCQmxnjt3zpiWlmZ3voyMDA0fPjx83rx5OePHj2e/WBf4cz65Yv369aaiKxvExcXp9ttvJ3/cJBByKioqSmvWrMl++umnQ99+++2QvLw8SdKRI0cM/38JTbtlNIuKiYnRE088kffEE0/km0w+swWVX/LXnAoLC1OHDh3MmzdvtkmA5cuXB/3f//1fmR6wW7FihcMbpL70+grPq2z3z/nmioCXlZVl9wsXHm53/7jUHK3v7GiN5vLKzMy0izssLKxcS1wU/bnLsy51ZeavOQXfVBnzyWKxaPz48eFFl+2Ij4+3vvHGG3kVFVegqIw59TuDwaC77rqr4PDhw5lvvvkmhTw3CYScysnJ0aRJk8LM5v89UP7888/nsXxYxQiEnJIuF1b69+9f+NZbb+Xu2rUrKzMzM+P06dOZBw4cyEpKSsq6cOFC5unTpzMXLFiQ07dvX4dLib333nvBL730UoijPpSeP+dUamqqXexTpkwJu7qQ16VLF/Py5ctz0tLSMo4dO5Z58ODBrNTU1Ixdu3Zl3X///QVFb1hZLBb94Q9/CHe0hCec8+d8csXs2bPtZuWNHj26oDw/M2wFSk6Fhobqtddey0tKSsp89tln8+rUqVOqz1E1a9a0vvHGG3nHjh3LmDJlCoU8N/DnnOrTp4/dZ6J33nknpOhSvyW5cOGC5s+f7/DzU1ZWVjmig7+pbPfP+WCHgOfozaA8v9RhYWF2bfn5+W7/pXa07rOja5dF0Z87P59VM1zhrzkF31QZ8+nxxx8PXblypd3ymh9++GFu7dq1ubFeTpUxp35ntVo1Z86c4GuvvTbymWeeCUlPT6/okAJCIOTUU089FXr1rIMuXbqYH3nkET4IVZBAyKmXX345Lzk5OfPLL7/M+dOf/lTQrl07S2io/aSEWrVqWUeNGlW4du3a7DVr1mQ7ep975plnQrds2cJ383Lw55xydN6cnJwr///Xv/41f/PmzdmDBw8uLBpXu3btLO+9917umjVrsqtUqWLTl52drXvvvbd8XyArKX/Op7K6dOmSPv/8c7ti3r333st7pBsFUk6lpqZq7ty5wf/5z3+CU1JSSnXNs2fPGqZPnx7yzDPPhB47dswnct/f+XNO/eEPf8gvutTmnj17jNOmTSvVw00Wi0X33Xdf+KVLlxz2FxQUkGOVSGW7f84XBlRKRde+Le+xVqt37j2XJ25Hx3sr7srAX3MKvimQ82nmzJnBb7zxht2H9Mcffzx/6NChLOXjIf6eU6NGjSq0Wq0ZV/+XmZmZkZycnLl69ersZ555Ji8xMfFKUOfOnTNMmzYttE2bNlEbN27k0V8P8Kec+v77701vv/32lded0NBQ/fvf/87lqXDf4k85JUlPPvlkfvXq1ct0kRtvvNG8ZcuWrLp169ocZ7Va9eSTT1J0cTN/yamSzjthwoSCV1991emqBb169TIvXLgwu2jc27ZtM33zzTe82LmBv+RTWX388cfBRWffXHfddZbrrruOZe89zB9z6tNPPw1q3Lhx1LPPPhtadGnWoKAg1a1b19qyZUtLQkKCtegDLhcuXDC8++67Iddcc03UjBkzmJHuAf6SUw0aNLCOHTvWrgLzwgsvhE6fPj3EYin+5ef31TaWLFlS7BqKBoPBN15gUWEC+f45xTwEPEdr5JZneuzVa+b+LiQkxO2/1UWfUpFsn9B0RdHjQ0L4/OQKf80p+KbKlE8fffRR0COPPGJ3s3L8+PEF06dPZ3lNN6ksORUZGamEhATrzTffbH7hhRfyDx8+nPnWW2/lRkZGXhlz/Phxwy233BLxww8/cCOzHPw5p7KysnTPPfeEXX1TYOrUqXnXXHMNNykrkD/nVHnVq1fP+vnnn2cX3atx/fr1ph07dvD93EX+nFNBQUEOz1ulShXNnDmz1Psp3nLLLebRo0fb3Rx9//33+dJXRv6cT2U1Z84cu/y46667fGcKQoAIhJx64YUXQsaNGxdedGngQYMGFa5atSo7LS0t4+TJk5m//vprVnJycualS5cy1q9fnz127NiCqx+gysnJ0aOPPhr68MMPO91jD8Xz95yaMWNG7tUPY0qXCyZTp04N7dixY+S//vWv4EOHDhmys7OVnp6uX375xfjaa6+FtGjRImr+/PlXbpjWrFnTLkZHKyUgcFW2++d8WUDAi4iIsHthL88vtaM3x6tvHLpLZGSkXdy5ubnlerSg6PGO/m7gnL/mFHxTZcmnRYsWBd1zzz3hRZ+yGzZsWOGcOXNyi97UhOsqS04VZTQa9ac//angiy++yL56jfvMzEyNGTMm/OLFixUYnX/z55x64oknQg8dOnTlBaZdu3aWJ598kpuUFcyfc8odOnfubBk5cqRd0WXVqlXFPmWOkvlzThV33nHjxuUXXTrTmYceesgur3igpez8OZ/K4qeffjIWfYggIiJCd955p/2aZSgXf8+p//znP0HPPfecTYUkIiJCixYtyvniiy9yBgwYYC56/dDQUPXq1cv8ySef5K5Zsya76Gz2t99+O2TWrFn2d+FRKv6eU1WrVtV///vf7Li4OLufY9euXcb7778/rGnTplGRkZHRVapUib722msjH3/88dATJ05cibN58+aWl19+2e6h4NjYWO51ViKV7f45d84Q8OLj4+1+4TIyMlz+pc7MzCzVNcqrSpUqdk8X5ObmOlwXuzQKCgrsnrTxRNyVgb/mFHxTZcinZcuWBY0bNy686OvXrbfeWrhgwYIcR08VwnWVIadK0qdPH/PTTz9t86Xu1KlThldffZVHNF3krzm1bt060z//+c8rj1EGBQVp9uzZOY6e3oR3+WtOudPYsWPtPtR/++23vCG6yJ9zqmrVqg7Pe/PNN5vLeq6uXbuaY2NjbdrOnj1rOHjwIPsHlYE/51NZfPjhh3ZviMOHDy8oaxEZzvlzTmVkZOiPf/yj3eoq8+fPz7n99ttLdYOqd+/e5mXLlmUX/Qz2+OOPh6Wmprop0srFn3Pqdx06dLBs3rw5q3nz5mVeMaN9+/aWL7/8MttkMtnFWKtWrQp/fYX3VLb75xTzEPBq1Khh9wt38uRJl9/gTp48afd7U6tWLY8s1VT0ySWLxaJTp065FPvJkycNRdf4dfR3A+f8OafgewI9n1atWmUaNWpUeNFNiW+++ebCxYsX5/jScgWBItBzqjT+8pe/5EdHR9u0zZ49O7ik/RdQPH/NqQceeCDs6s8+jz32WD57APkGf80pd+rTp4/dHYby/B1Udv6cU7Vr13Z43uuuu67MxTyj0ahrr73W7rhTp05x76cM/DmfSis3N1effvqpXTHvnnvuYVaeB/hzTn344YfBRZfWHDhwYOHw4cPLdKf8+uuvt9x77702+ZWRkaEPPviAL4Qu8OeculqzZs2su3btynrttdfyHC2ZWVRERISeeuqp/M2bN2c1bNjQmpaWZvczN2zY0Kc/A8L9KtP9c578Q8Bz9CJ+4sQJl7/MJCcn2xxrMpnUoEEDj/xSJyYmWlJSUmyWRTl27JixQYMGZf5id/z4cbufOTExkTc4F/hzTsH3BHI+rV692jRixIiIvDzblS/69u1rXrp0aQ5r2XtGIOdUaYWFhalXr16FK1asuPJZ9/z584a9e/car732Wt77yshfc+rMmTM211m6dGnQypUrS/395+zZs3ZfAJ9//vnQmTNn2tx0GjRoUCH7fpaNv+aUO0VFRSkmJkbp6elX2s6fP0/BxUX+nFPF3XSsVq2aS9dzNNPvwoULFIrLwJ/zqbQ+//zzoIsXL9rkRdOmTS29e/cu870GOOfPObVq1Sq7ou/EiRNdKvpOnDgx/7333rM539dffx30+OOPswR6GflzThUVHh6uxx57LP/hhx/O37hxo+mbb74JOnDggPHChQuGS5cuGSIjI62NGze29OjRwzx8+PCCqlWrXjl2//79dktJt2nThtexSqYy3T+nmIeA16JFC7tfuMOHD7v0BpeXl2f3pEujRo0snlquqVmzZpaNGzfavBglJSUZe/XqVeYXo6v3i/mdK1PZ4d85Bd8TqPm0Zs0a07BhwyKKLk/Qu3dvc9E9zeBegZpTZeXoA/fhw4cp5rkgUHJq//795S6UnDx50lA0/rZt23KTvIwCJafKKyIiwpqenn4l9vLsdVPZ+XNOXXPNNQ7fl1xdvSAszG41PLvlolAyf86n0po9e7Zdgt11113MyvMQf86pX375xS7O66+/3qViSceOHS3BwcG6etUWR+eHc/6cU8UJCQlR7969zWV5qGDPnj12P3P37t0p5lUylen+OS+YCHgdOnQwG422qb5z505T0SXfSmPr1q12x7Vr185jv9COllbZvHmzSxuYb9q0ye64Dh068AbnAn/OKfieQMynb7/91jRkyJCIojcle/bsaV6xYkV2RESEt0OqVAIxp1zhaOZnRkZGBUTi/8gpuBs5dVnR2VK+tB+Hv/HnnOrcubPD72RXz9osi7S0NLs2cqts/DmfSuPo0aOG9evX29wfCA4O1qRJkyjmeYg/51TRGZyS60vOmUwmu9nDRZfwROn4c065S25urn766Seb17LExERr48aNec+rZCrT/XOKeQh4UVFRatu2rc2bUFZWlnbs2FHm/P/hhx/sfqF79uzp2o6apeDoCYINGza49GJU9LigoCCeVnGRP+cUfE+g5dP69etNt912W0R2drZNe/fu3c2rVq3KjoyM9GY4lVKg5ZSrzp07Z3djwNUlyyo7cgruRk5JBw8eNBS9ccZrlOv8OacaN25srVevnt2/vaszLBwtD1V0LxmUzJ/zqTQ+/PDDkKL7CA8YMKCwdu3a5ImH+HNOOZrtW56Z5Dk5OTaf0XnQ0zX+nFPusnz58qCiD2uOGDGChxIqocp0/5xiHiqFm2++2e5NaNGiRWWeL/7555/bHTNw4ECPvcG1adPGUqdOHZsP1Pv37zfu3bu3TL+7v/zyi/HAgQM2x3Tt2tVcpUoVd4RZKflrTsE3BUo+/fDDD6bBgwdHZGVl2bRff/315i+//DI7KirKW6FUeoGSU+WxZcsWuw/v3KRynT/mVFpaWobVanX5v6lTp9rt3/LBBx/kFh03f/581q9zgT/mlDutWLHCLm72eCkff86pAQMG2J3flZtQFy9eVNHvfWFhYWrVqpXPz7DwNf6cTyUxm82aP3++XUz33nsvN8A9zF9zytGDJq4+bHD+/HlD0VnH1apV4/XJRf6aU+4yZ84cm7gNBoPuueceXssqocp0/5xiHiqFsWPH2r2Yf/TRR8F5eXmlPsf27duNRZ9w6dSpk9nT07dHjhxpF/usWbPK9ObsaPyoUaN4gysHf84p+J5AyKeNGzeaBg0aFJGZmWnT3qVLF/NXX32VHR0d7Y0w8P8FQk6Vx44dO+w+hMfGxha7LxGcq+w5BferzDmVl5enmTNn2u1X5aigg9Lz55waP368XeyffPJJmW/Izps3L9hqtQ21a9euZvYqLjt/zqeSrF692pScnGwzM6pu3bpWXn88z19zqnHjxnafn1euXBnkyrlWrFhhd1yTJk34fO4if80pd1i1apXpq6++ssmnQYMGFbZs2ZJ8qqQqy/1zinmoFNq0aWPp1q2bzZOu58+fN7z++uul3lX8qaeesltb4P777/f4L/Qf/vCHgqLrYM+ZMyfk0KFDpVpXPCkpyTBnzhybn7NKlSoOvzCi9Pw5p+B7/D2ftm7dahw4cGBE0acsO3bsaF69enV2TEyMN8LAVfw9p8qjsLBQf/rTn+xi79+/f0FISKl/fBRRmXMKnlGZc+rJJ58MPX78uM1n+aioKIp55eTPOdWzZ09z0f2Jtm3bZvriiy9KfcM8PT1db775pt2GscOHD/f53wlf5M/5VJIPP/zQLv4777yzICjIpdoMysBfc8rR7K933303pKx7URcUFOiVV16x+1kdnR+l4685VV6nT582/PGPf7R5SiU4OFh///vfS1/FRMCpLPfPKeah0pg6dardi/qLL74Yum3bNqe/B2+99VbwmjVrbJY5adiwobW0v9ANGjSIMhgM0Vf/t3bt2lItm9KiRQvLiBEjbD7cZP2/9u48vqkq///4uVnapBttqSBSthYELZatCDpSUFCEL+AAsiMIUlGHQcEBXCqgbCKKiCKoICBbWRRQ8CeDgOybIBSFsm+2BVlKoW3SLPf+/phhHtDcQJeE3JDX8/Hgnxtyc5qepMl538/n5OeL559/3ny7PuUWi0X07dvXXHTvqldeecUWGRlZnIfHLfjrnII2+et82rt3r+7pp58Oyc3Nvel4w4YN5bVr1xZoqR1BoPHHOfXxxx8bf/rpp1K/l1mtVtGjRw9z0dZkkiSJQYMGaepDuD/yxzkFbfPHObVo0SJDaffgkGVZjB49OmjKlCkui2xDhgwpjIqKKs1pcQN/nFPXvfvuuy5jT0lJMRVnEcrhcIh+/fqZ1SquUlJS+PtXSv48n9RcuHBBKlpRJUmSGDBggEtbaXiHP86pzp07243Gm4tV/vrrL6l79+7monu/uiPLshgwYICpaOeM4OBg0alTJ8K8MvDHOXWdw1HyX31mZqb0+OOPh5w6deqmv3cjRowopCrP/7F+fnuEeQgYbdu2dbZr1+6mF3VhYaFo1apV6IoVK1QvQ7PZbGLUqFFBQ4YMcblSZcqUKdY7dYX/pEmTrEX3mtq6dau+ZcuWIX/++afql7uzZ89Kjz/+eMj27dtvetOrWrWqovbHHiXnz3MK2uOP8+n333/XtW7dOiQnJ+em96H69evLP//8c77WPvQEGn+cU3v37tW3adMmpEmTJiFTp041ZmdnF+sqOpvNJpYuXWp46KGHQpctW+bys/Xv39+upU2r/ZU/zilomz/OqW3btukfe+yxkOTk5JAvvvjCeOHChWK9T13/7P7uu++6VE7FxcUpw4cPZzHdA/xxTl3XoUMHxzPPPHPT2M+fPy81a9YsdPXq1W4Xsk6dOiW1a9fO/N1337n8fBMmTLCaTC4/ForJn+eTmjlz5hhttpvfapo3b675dnp3E3+cUzVq1FBSUlJc/kb9+OOPhsceeyxk3759t1xbPnz4sO6pp54K+eabb1za17300ku2atWqMf/KwB/n1HWNGjUKff3114NvN4eE+M9Fm5MnTw6qW7duWNFQuEWLFs5Ro0bxOQoBsX5OHT0CysyZM62NGjUKzczM/N8L+OrVq6Jjx47mhg0byu3bt7fHxcXJBQUF0tGjR3VpaWnGrKwslxf7yy+/bO/QocMdu3qoWrVqyowZMyy9e/e+qYx8+/bt+vj4+LBOnTrZk5KS5EqVKslZWVm63bt365cvX24oepWU0WgUCxYssISGht6pod/1/HVO7dy5U5eSkuJ284z8/HyXMa5evdqYmJjodiGhUaNGztmzZ1s9NcZA5G/zafDgwaaLFy+6PH5ubq7UvHnzMr3RvPvuu4UdO3bkKs0y8rc5dd2uXbv0u3bt0g8ZMkTUrl1brl+/vvOBBx6Qo6OjlaioKEWSJJGbmytlZWVJ+/fv12/ZskV/+fJl1Q/nzZs3d06ZMoX3Jg/x1zkF7fLXObV582b95s2b9f/4xz9EQkKCnJiY6KxTp44cHR2tREZGKk6nU1y6dEnKyMjQb9q0SX/w4EHVhap77rlH+emnn/KLLjyg9Px1TgkhxNdff21JSkoKO3ny5P/Gc+7cOaldu3YhjRo1ktu0aWOPi4tTgoODlezsbN2mTZv0//73vw1Wq+ufuVdeecX23HPP8T5bRv48n4qaPXu2S5hCVd6d549zasyYMYXr1683ZGRk3PS3bNeuXfoGDRqEPvLII87k5GRnfHy8HBERoVy7dk06ffq0tGXLFsOmTZv0suxaMJWQkCCPHj1acwvl/sgf55QQ/2kJOnny5KDJkycHValSRWnatKmzbt26zkqVKikRERFKbm6udP78eWnPnj36devWGfLy8lzO0bBhQ3nFihUFtAr2rNatW5uzs7PdhqxqF90mJibecg3oxx9/LIiNjfVqeB8I6+fMdASUihUrKmvWrClo2bJlyPnz529649m7d69u7969LlfKFtW5c2fH1KlT7/iiYK9evRxZWVmFw4cPv2mMNptNpKWlGdPS0m55/+tvRI899hiVCR7kr3MqLy9POnDgQImqs3NyckROTo7b+0RGRnJFXRn523xy1xbjvwtQxapUcOfSpUtluj/+w9/mVFGyLItDhw7pDh06VKpuEu3bt3ekpaVZQkJCPD20gOXvcwra4+9zyul0ivT0dF16enqJ36dq164tL1myxFKrVi0+Q3mQP8+p6OhosXbt2vxWrVqFFm0htmfPHt2ePXtuO3YhhHjhhRfsU6ZMYZHcA/x5Pt1o69at+qKfp6KiopSiLcngff44p6Kjo8W///3vgscffzzk+PHjLn/vtm/fri9a1XIrtWrVktesWVNAJxfP8Mc5VdTZs2els2fPGpYuXVrsrOLpp592LFmyxBIeHu7NoQWkjIwM/ZkzZ0q0JnO7NcaileHecrevn9NmEwEnISFB3rlzZ37RTWJvx2g0irffftu2ePFii6+u+Bg2bJht8eLFlujo6BJ94a9ataqydu3agi5duvBB3Qv8eU5Be5hP8DR/mlOeuvItNjZWWbx4seX7778nyPMCf5pT8A+BNqdMJpMYPHiw7bfffstPTExkfxcv8Oc5FR8fr+zevTu/ffv2Jf7uFhUVJaZNm2adOXOmtegeVyg9f55P182aNctlQvTs2dNOG1bf8Mc5VaVKFeW3337LT0lJsUtS6a67lCRJDBw40P7bb7/lV65cmQtZPMgf51RpRUdHK5988ol19erVBHlQdTevnxPmISBVq1ZN2bx5c8HChQstTZs2dd7qg0hYWJjo06ePfd++ffljx44t1OvLtOd0mXXt2tVx5MiRvDfffNNWqVKlW74pxcfHyxMmTCg8dOhQXvPmzTV5RcHdwp/nFLSH+QRP85c5NWPGDOuBAwfy33///cK2bds6KlasWOwP3xUqVFC6dOni+OGHHwpOnjyZ17VrV81+AL8b+Mucgv/wlzk1atQo26JFiywDBw60169fXw4OLlahlDAajaJRo0byuHHjCv/8889rn3zySaHZ7LbjOTzAX+aUmpiYGOX777+3rF27tuD//u//HLfbv6hWrVryO++8U3jixIlrr7zyiv2W/xml4s/zKS8vTyxbtswlzEtJSWGu+JA/zqnw8HDx5ZdfWjMyMvKGDBliq1q1arE+q1erVk0ZOnSo7ciRI3kzZsywarF13d3A3+bU3LlzLYMGDbI98MADsk5364hCkiSRmJgoT5w4sfDEiRN5gwcPtt/uPghsd+v6uaQoylVfDwLwtXPnzkk7d+7UHz9+XHf16lVhMBhETEyM8uCDD8pNmjRxFvdL+p0my7I4cOCAbv/+/brMzEyd1WoVISEhomrVqnLDhg3l2rVrc6Wvj/jrnII2MZ/gaf40pzIzM6Vjx47pTp06pbt06ZKUn58vFEUR4eHhSmRkpKhQoYJcv359mat7fcuf5hT8g7/MKbvdLv77HiWdPXtWl5ubKxUUFAi9Xi/KlSunREdHK1WrVlWSkpKchHe+5S9zSk1eXp7YuXOnPiMjQ5eTkyMpiiLKly+vVKxYUXn44YedVapU4W/gHebP8wna5K9z6ty5c9Kvv/6qy87O1l25ckXKz88XoaGhIjIyUqlUqZKclJQk33vvvbxH+YA/zanc3FyRnp6uP3HihO6vv/6S8vPzhcFgEJGRkUp8fLzcsGFDuSQXegI3upvWzwnzAAAAAAAAAAAAAI2iHhUAAAAAAAAAAADQKMI8AAAAAAAAAAAAQKMI8wAAAAAAAAAAAACNIswDAAAAAAAAAAAANIowDwAAAAAAAAAAANAowjwAAAAAAAAAAABAowjzAAAAAAAAAAAAAI0izAMAAAAAAAAAAAA0ijAPAAAAAAAAAAAA0CjCPAAAAAAAAAAAAECjCPMAAAAAAAAAAAAAjSLMAwAAAAAAAAAAADSKMA8AAAAAAAAAAADQKMI8AAAAAAAAAAAAQKMI8wAAAAAAAAAAAACNIswDAAAAAAAAAAAANIowDwAAAAAAAAAAANAowjwAAAAAAAAAAABAowjzAAAAAAAAAAAAAI0izAMAAAAAAAAAAAA0ijAPAAAAAAAAAAAA0CjCPAAAAAAAAAAAAECjCPMAAAAAAAAAAAAAjSLMAwAAAAAAAAAAADSKMA8AAAAAAAAAAADQKMI8AAAAAAAAAAAAQKMI8wAAAADAwxYuXGiQJCn8xn9xcXFhNpvN10PzW+vWrdMXfU4lSQpPTk4O8fXYELg8NS/ff//9oKLnaNy4cYgsy94aOgAAAPwIYR4AAAAAeFBeXp4YPny4qejx9957zxoUFOSLIQHQuFdffdVWuXJl5cZjv/76q37OnDlGX40JAAAA2mHw9QAAAAAA4G4yZsyY4MzMTOnGY/Xq1ZN79uzpKOm50tPTfXIBZkREhFK9enXl9v8TgCeYzWaRmppa+PLLL990IcBbb70V/Oyzz9ojIiJ8NTQAAABoAGEeAAAAAHjI0aNHpU8++cSl/G7ChAlWna7kuVy9evVCPTKwEmrXrp3jhx9+sPjisYFANWDAAPvkyZODjh49+r83i/Pnz0ujR48Onjx5cqEvxwYAAADfIswDAAAAAA956623TIWFN6+5JyUlOdu0aeP00ZC87sSJE9LXX3/tEmBWr15dHjBggN0XYwL8kcFgEMOHD7elpKTcVJ33+eefB7322mu2qlWrUi0LAAAQoAjzAAAAAMAD9u/fr/v2229dvmMNHz7c5ovx3CknT57UjRs3ziXMa9asmZMwDyiZPn362EePHn1Tq97CwkIxZsyY4K+++srqy7EBAADAd3yy/wIAAAAA3G1SU1ODFeXmwplatWrJnTp1KvFeeQACU1BQkBg8eLDLBQBz5841njhxQlK7DwAAAO5+hHkAAAAAUEa7du3SrVq1yqUq77XXXrPp9XpfDAmAn3r55Zdt5cqVu+mY3W4X7733XrCPhgQAAAAfI8wDAAAAgDL64IMPXBbZw8PDRZ8+fbzSZrJ37952RVGueevfDz/8YPHGuAHcXnh4uOjWrZvLe8eiRYuMWVlZVOcBAAAEIMI8AAAAACiD06dPSytXrnSpyuvatas9LCzMF0MC4OcGDBjg0mrTZrOJzz77zGV/SgAAANz9CPMAAAAAoAw++eSTIIfDdVu8lJQUl8V4ACiOxo0by/Xq1ZOLHp85c6bRarX6YkgAAADwIcI8AAAAACilgoICMWfOHJdKmQcffFBu0qSJy0I8ABRX3759XS4IuHDhgrRw4UKjL8YDAAAA3yHMAwAAAIBSWrFihSEnJ8fleMeOHV1L9QCgBJ599lmHJLlukffNN98Q5gEAAAQYwjwAAAAAKKV58+apLqo/++yz9js9FgB3lypVqihJSUnOosc3bdqkP3PmjGvKBwAAgLuWyybtAAAAAIDbu3DhgvTzzz+7fKeKj4+X69evf9e22Dx79qyUk5PzvyDhxIkTqheJ5ufnS+np6SW6gLROnTpyUJBL19JSO3r0qPTtt98at27dqj948KD+4sWLUkFBgYiMjFRiYmKU2NhYpWXLlo527do56tat69XfWWFhodixY4d+9+7d+oyMDF1GRoYuKytLd/XqVXHt2jVJURRhNptFTEyMUqVKFfmhhx5yPvLII842bdo4oqKivDm0Ytm/f7/uu+++M+zYsUOfkZGhv3z5slRYWCiioqKUe+65R6levbr85JNPOtq1a+eIj49X7tS4du/erVu7dq1h586d+mPHjumys7OlgoICSZZlERoaKu655x65Ro0aclJSktyyZUtH8+bNnXq9/k4Nr8w6duzo2L17900DVhRFzJs3z/j222+zLycAAECAkBRFuerrQQAAAADwL2+99VbwhAkTVFOXV1991TZlypTCsj5GQUGBSEpKCj106JBLIGQ0GsUvv/xS8Oijj7pUrdwp06ZNMw4aNMhU9Pgrr7ximzZtWpl/fiGEkCQpXO1479697fPmzbN64jFK6rnnnjPNnz/fK23+jh8/nhcXF6caBK1bt07fqlWrkKLHmzVr5ty0aVPBjcf27t2re+edd4L/3//7fwZFKV6ulJyc7Jw8ebK1UaNGHgv1zp49K6WlpRl/+uknw44dO/QFBQW3v1MRBoNBtG/f3jFs2LDCRx55xCNjmzlzpjElJcVl7qrNq/Xr1+tHjRoVvGXLlmInYM8884zjww8/tNasWdMroV5hYaH46quvjFOnTg06evRoiQLjSpUqKS+++KJtyJAhtnLlypV5LCWZl6Xx+++/6x566KHQoscTExPl/fv355f1/AAAAPAPtNkEAAAAUGLvvfdeobsgberUqUGrVq0qc+nL4MGDTWpBnhBCjB492u3j3yk//fSTaqeTFi1a+HRcgUyWZZGamhrcpEmT0B9//LHYQZ4Q/2ld+PDDD4eOHDmyzKWBmzdv1icnJ4dUr149bPjw4cHr168vVZAnhBAOh0MsX77c8Oijj4b26tXLlJubW9bhFUthYaF48cUXTa1atQopSZAnhBArV640JCQkhH3xxRceD33XrVunT0hICP3nP/9pKmmQJ4QQ2dnZ0rvvvhscHx8fNm/ePM13K6pbt64cExPjMpEPHDigy8zMpNUmAABAgCDMAwAAAFBiBoNBLFy40BIVFeWyyKwoiujXr5+5LAvNixcvNsyaNUs1CHjiiSecb7zxhk/by9lsNrFx40aXIECSJMI8HyksLBSdO3c2jxs3LsjhcJTqHLIsizFjxgQPHTo0uCxj2bp1q37z5s16WfZs586FCxcaGzVqFHrixAmvhjg5OTmiZcuWIV999ZWxJIHojWw2m3j55ZdNU6ZM8VigN27cuKCnnnoq5Pjx42Vey7h06ZLUp08f84ABA0w2m7a7VTZr1szlPUVRFPHjjz9qPowEAACAZxDmAQAAACiVatWqKTNnzlRt9Xjx4kWpd+/eZqez5LnWiRMnpIEDB5rVbqtQoYIyf/58i07n268ymzdv1l+7ds3leJ06deR77rnnju0Xhv9wOp2iV69e5hUrVngk3Pj444+DZs+e7ZVWomV1/PhxXYsWLULPnTvnlUCvoKBAtG/fPmTr1q1lrq5VFEUMHTrUtGHDhjKf61//+ldwampqsKcD0lmzZhm7du1qttvtHj2vJ7Vo0UI1nV6zZg1hHgAAQIDggx8AAACAUuvUqZPj5Zdftk+fPt0l+Pjll1/0Y8eODRo1alSxy17sdrvo0aOHWa2VoCRJYs6cOZZKlSr5PCzbuHGjajjRsGFDqvJ8YPTo0UHffvvtTd9vdTqdSEpKcrZp08aRkJAgV6hQQTGZTMpff/2lS09P1/3www+GnTt3ug2Zhg0bFtyuXTuHJ8PZqKgopUGDBnKjRo2cCQkJcnR0tBIZGamYzWYlNzdXunjxorR37179tm3b9Fu3btW7q4o7e/as1L17d/P69esLPB1sv/TSS6aiQZ7RaBR/+9vfnK1bt3bcf//9coUKFRSDwaCcP39et3v3bv2KFSsMf/zxh+pAFEURAwcONKWnp+ebTC7b9BXLlClTjB999NEt259WrVpV6dKli71BgwbOypUrK0FBQSIzM1M6dOiQbsmSJUZ34xPiP21B//GPf5i+/PJLn+xDeTtJSUmqCeamTZvKHJICAADAPxDmAQAAACiTyZMnW7du3apPT093WSwfO3Zs8BNPPOFUaxOn5q233gretWuX6gL1kCFDbG3atNFEWLZnzx7VMdatW9ezZUMaNG/ePOu8efP+F3qsW7dO36pVq5Ci/69Zs2bOTZs2lW6juBI4fPiwbtu2bTe1xXzqqaccH374YeFDDz2k9vuQ27dvL95++23b999/bxg4cKBJrcrt0qVL0rhx44KmTJlSWJbxVahQQenUqZOjW7du9uTkZOftwrdu3bo5hBDiyJEj0vjx44Pnzp2rWiG4ceNG/axZs4wpKSkeKylbt26dITs7+3/PhSRJomvXro7333/fWr16dbVkUX7mmWcc7733XuHcuXONr776qkmtYvXo0aO66dOnG4cMGVLise7atUs3fPhwtylgTEyMMnXqVGu3bt0c7p7bkSNH2n755Rf9gAEDTO5adH711VfG5s2bO3r16lW6Hq1elJiY6JQkSRQNdy9cuCCdPn1aqlatms8vcAAAAIB30WYTAAAAQJmYTCaxePFiS2hoqMttDodD9O7d25yTk3Pb86xZs0bvrvqmcePGzgkTJpQpVPGk3377TTXMS0xM1ETYGEj++usv6cZ2rmPHji1cs2aNxU2Qd5MOHTo41q9fX+Cu+m7hwoXG0rZfrF69ujJ9+nTr2bNn86ZPn25t0aLFbYO8G91///3KnDlzrCtWrFB9bQkhxPjx44M92R7yxiDPaDSKOXPmWNLS0ixugrz/0el0ol+/fvZVq1YVhIS45LpCCCHmzJlzy8o6NU6nUwwcONBtC8x69erJBw4cyO/Ro4fbIO+6Fi1aOPfv35/ftm1bt2HdkCFDTJcvXy7pML0uLCxM1KhRQ/V3sHv3bqrzAAAAAgBhHgAAAIAyq1Onjjx16lTVFnVnzpyR+vXrp7oH3nXnzp2T+vbta1ZrKxgRESEWLVpkCQoqcRbgFdnZ2dKNoceNAqEyT8s++OCDwrfffrvYbV2FEOKBBx6QP/roI9W5e+HCBemHH34ocUebnj172o8cOZL30ksv2cs6b5955hnHokWLLAaD6zBOnTolrVq1yisddxYsWGDp06dPiarUkpOTnSNGjFAN3dPT03X79u0r0RrEggULDO7uExcXp/z0008F9957b7Gr0kJDQ8XSpUstTZs2VQ3dL1y4II0fPz5Y7TZfS0hIUB3zr7/+SpgHAAAQAAjzAAAAAHhE//797T169FAtoVm5cqXh008/VW0XKMuyeO6558znz59XDcimT59uiY+P10wbucOHD6t+jzIYDKJy5cp3ZJzz5883SpIU7o1/7du3v2XwqlWtW7d2DBs2rERB3nXPPfecw10Qu379+hKHJVWrVlWMRtXpXirt27d39O/fX/W1tWjRIs890H+9+OKL9i5dupSq3eSIESNs5cuXV30drF27tkTB48SJE1WDNUmSxIIFC0oU5F0XEhIili1bZgkLC1O9/auvvgpS27PT16pWrao6P48ePcq6DgAAQADgQx8AAAAAj/niiy+sNWvWVF10Hj58uEltX72JEycG/fzzz6qByfPPP2/v2bOnpvawOn36tOr3qIoVKyp6PUUyvqDT6cRnn32mWl1XXO6C6H379mnilzpq1KhCtfm1YcMGvSx7riA0PDxcTJo0qdTPZXBwsOjcubPqa7YklXnbt2/XHTx4UPX/9+nTx960adNS/9CVK1dW3njjDdUKwqtXr4q0tDSPB6Rldd9996kGl2fOnFG9CAIAAAB3F8I8AAAAAB4THh4uFi5cqNoS02q1im7dupkLCgr+d2zHjh26UaNGqVbf1K5dWy5rQOMNp06dUl08v++++2ix6SNt27Z11KxZs0xVkU8//bRqAHXgwAGPhmWldd999ymNGzd2abV48eJF6dixYx4LdPr27WuLiIgo0zlat27tLswrdjC6ZMkS1UBNkiQxatSoMu+f+frrr9uioqJUb1u8eLHmwrzY2FjVSeju4gIAAADcXfjQBwAAAMCjGjduLI8fP151sT0jI0M3aNAgkxBC5Obmip49e4bY7a4FUSaTSaSlpVlCQ0O9PNqSy8zMVP0eVaFCBc20Ag003bt3V62qK4mEhARZbV+6q1evisuXL2ui+umRRx5R3TftwIEDHqse7N69e5krYRMTE1XHeebMmWKvQbhryfnoo486a9SoUebXmslkEp06dVKdN9u3b9dbLJayPoRHuWspeuHCBamwsMzZJgAAADSOMA8AAACAx73++uu2tm3bqoYCs2fPNi5atMiQkpJiPnnypGpIMnHiRGv9+vV9Xw6l4urVq6pjDgkJudNDwX899thjquFRSQQHB4vY2FjVwEQre6hVrFhRdXwnT570yHd7k8kkkpKSyvxcxsXFqbaczc/PF07n7U9/5coV4a7FZpcuXcoc3F7nrrWq1WoVu3fv1kR71etu9f5y7do1TYTNAAAA8J4SbT4NAAAAAMU1d+5ca/369UMzMzNdFpqff/55s81mU71fhw4dHIMHD/bYgr2n3dgm9EZms/mOVea1a9fOMW7cOK+U40RERPhVhWF0dLRSrVo1j4w5PDxcEUK4zNfc3FxJCOHz5yU6Olp1DOfOnfNImPPAAw/IwcGqXW9LRKfTibCwMJcQVFEUce3aNREZGXnL+6enp+sVRf3pbtKkSZnDxhvPpdPphFob1fT0dF1ycrLHHqusbvX+kp+fL2JiYu7kcAAAAHCHEeYBAAAA8IqYmBhl3rx5lieffDKkaDWOuyCvSpUqyuzZs7XV366IgoIC1eDEbDbfsTFERkYqiYmJmqxcvNPKly/vsZDtv2GeC3fVmCWVl5cnNm7cqE9PT9f//vvvusOHD+uvXLkirl27JuXl5UnuguJinNcj4/PkcxkWFqb8NwS9SW5urhQZGXnLxzl8+LBqVZ7BYBD16tXz2LwPCwsT8fHx8tGjR10e78iRI5rqZHSryrz8/HxNhM0AAADwHsI8AAAAAF7z+OOPO998883CsWPH3rbcR6/Xi3nz5lmio6PvxNBKzV2bQL1ez2K6D0RFRXnseVdrDSmE+995cX3//feG+fPnG1evXm0obWB3K1ar1SPn0cpzmZWVpRpOVqtWTfZ0aP7ggw+qhnlZWVmaCvMMBoPb343DUeZtDgEAAKBxhHkAAAAAvGr06NG2jRs3GjZv3nzLPahSU1MLmzdvrpm2du64a3dntVrZt8oHPNEW0lv27dunGzRokGnr1q1e3X+trGHjdcHBwZoIpC9evKj6WipXrpzHH8tdlaC7MfiKxWJxO56QkBBN/N4AAADgPZq60gwAAADA3Uev14vZs2dbdDr3Xz+Sk5Od77zzjnrvTY1x1+7OYtF0d1DcYZMmTQpKSkoK9XaQdzdyF1x5Yz9Hd+fU2uv5VhWdoaGhd3AkAAAA8AXCPAAAAABe9+mnnwbJsvutriRJU0UwtxQaGupu8d9/fgh41YQJE4KGDx8e7KmKuUBjt9tVj7urii0Ld+G8zWbT1Ov5Vu8v7t6TAAAAcPegzSYAAAAAr1q1apV+6tSpQbf6Pxs3btSPHTs2aNSoUZqvzouJiVFdOL9y5YqmFv/hGxs2bNCnpqbesven0WgUDRo0cNavX1+Oi4uTK1euLMfExCjh4eEiODhYMRqNqgH38uXLDaNHj9ZuX1EPMRqNqse9EZi7q3gLCgrSVECWk5Oj+rObzWYRERFxp4cDAACAO4wwDwAAAIDXZGZmSv369TMryu3XxceOHRv8xBNPOJs1a6bpcqZq1aqplhhmZmYS5gU4WZbF4MGDTe6qUOPj4+URI0bYunXrZi9NALNjxw5NBUze4q4C7+rVqx5/jbk7p9ls9vRDlcmff/6pOs7Y2Fj3Jc8AAAC4axDmAQAAAPAKp9Mpevfubb548WKxFuAdDofo3bu3ed++fXlRUVHeHl6pVa9eXTVoyM7OZhuDALdmzRr977//rjoPOnTo4Jg/f74lPDy81Od3V511t3FX/Zqbm+vxx3JXUetuDL6SmZmpOq+qVq2qqXECAADAO/iyCQAAAMArxo0bF/TLL7/o1W5r2LChajXJmTNnpBdeeEFbJTFFxMXFqY49Ly/PK2ED/MeSJUtU+0PWqVNHXrRoUZmCPCGEuHz5ckCEeffdd59qQHX69GmdxWLx6GMdOnRIdV3kvvvu01TFW1ZWlurvvnr16poaJwAAALyDMA8AAACAx23ZskU/ZswY1b296tevL2/bti2/Y8eODrXbly9fbvj888/VN83SgNq1a8smk0n1toyMDL5jBbCtW7eqhtcjRoywhYSElPn8J0+eDIj5Vbt2bdWAyuFwiPT0dI89B/n5+eLYsWOq57v//vs1FZIdOXJEdZyJiYmabksMAAAAzwiILwIAAAAA7pycnBzRq1cvs8PhmtWFhYWJtLQ0S3BwsJg1a5bFXYu4f/3rXyZ37Qp9zWg0irp166ouoKenp6uGObj72e12t2Hb3//+d7snHmPbtm0BMb8SExOdkqRehLhz506PPQe7du3Su9vfMDExUTNhnizL4uDBg6o/d+PGjQnzAAAAAoAmvxwDAAAA8F8vvPCC+cyZM6or8Z9++qn1etVNVFSUWLBggcVgcN3K22KxiG7dupk93VLPU9y1CdVqAOlNer16tmKz2e7wSHzr0qVLklqAXa5cOREZGVnm82dkZOgyMzMDos1mZGSkSEhIUH2NLVu2zGNVu2lpaarnMplMmgrJTp48KeXl5bkcNxqNokGDBpoJHQEAAOA9AfdFEwAAAID3TJs2zbh8+XLXdE4I0aNHD/vzzz9/U4XSY4895kxNTS1U+/8HDx7Uvfbaa+r9LH2sSZMmVOb9l8lkUq2utFgsARE8XecuvHT3/JTUZ599ptnWs97QqlUr1Ta8W7Zs0Z8+fbrMc8tms4lly5apvlc9+uijTrNZO1t37t+/X/V95aGHHnLb8hcAAAB3F8I8AAAAAB5x4MAB3bBhw1RXluPj4+UZM2ZY1W5LTU21NW/eXDUc+/LLL43uFtx96amnnlINGn799Ve93e6Rjop+o3z58qphVVZWVkCFee6eh0uXLkllrVK8cOGCNHfu3KAyncTPdOvWTfWFpCiKGDt2rOp+nCUxZcqUoMuXL6vOUXeP7SubN29WDfPcBZ4AAAC4+xDmAQAAACizgoICt20xjUajWLBggSUiIkL1vnq9XsyfP9/iLgx58cUXzadOndJUMBQbG6uotQHMy8sTu3fvDqjqvNjYWEVtf7OLFy9KFy5c0NTvzZtCQ0NFSEiIy3GHwyE2bNhQpjnRv39/k1qbxbtZ06ZN5QcffFC1heTXX39t3LNnT6nXM86dOyeNHz9eNRCMiIjQXJi3adMm1Qsa2rRpQ5gHAAAQIAjzAAAAAJTZq6++ajp06JDq94sxY8YUNmnS5Jb7OsXGxipff/21auVeTk6O6NWrl1ltPzJfcled98svvwRUmGc2m0W1atVUg9iVK1dqrqrSm+rVq6daYfrBBx+UupJs3LhxQatWrQqo5/G6ESNGqLbglWVZ9OzZ03zx4sUSh8VWq1V07drVnJubq3r7iy++aCtXrlxJT+s1ubm5Yv/+/S7vreXKlRN/+9vfNLOvHwAAALyLMA8AAABAmSxZssQwc+ZM1f28nnzySeewYcOK1WOwQ4cOjn/+85+q/3fbtm36UaNGlbm1nid17NhRNczbsGFDwAUvTZs2VX0u3nvvvWCtVVV605NPPqn6PKxfv14/duzYErXJlGVZDB8+PDg1NVVT8/5O6tWrl6NBgwaqFwIcOXJE17ZtW/OlS5eKfb7rFcTu2lbec889yptvvqkaIPrKhg0bDE6na2bXunVrh9EYUNsoAgAABLSA+5IJAAAAwHNOnjwpDRw40Kx2W8WKFZVvvvnGotMV/xrCSZMmFW7evNmwb98+lzu9//77QS1btnQ88cQTmqhGadasmbN69epK0bBq06ZN+itXrojIyEivPfaVK1ek9PR0r16cWb16ddlda9SiOnTo4EhLS3NJFs6ePSslJiaGde7c2d6sWTNnXFycHBYWpgQFqedaderUkd3d5g969uzpGDduXLBa+PLOO+8Enzp1Svfhhx9abzc3tmzZoh86dGhw0ZatsbGxyp9//hkw4aherxfTp0+3NGvWLFRtL8rdu3frExISwqZNm2bt3LnzLUt3N2/erH/hhRdMR48edfu6mTx5sjU6OtoDI/ec5cuXq67b9OrVS1OtQAEAAOBdhHkAAAAASsVut4sePXqYr1y54nKbJElizpw5lnvvvVe1/aI7wcHBIi0tzZKUlBRadI8wWZbFc889Z96/f39+TExMic7rLd27d7e///77N6VPNptNrFy50ti3b1+vLbavWrXK4O3Wi8uWLbPcLiC5rlOnTo5KlSop2dnZLkHTtWvXxJw5c4xz5sy5bRnR8ePH8+Li4jTxuy2N2rVry71797bPnTtX9WedNWuWMS0tzdixY0d7cnKys2bNmnJERIRy9epV6fz589LevXv1q1evNhw8eNAlcLr//vvlQYMG2QYPHmzy/k+iHU2aNJEnTpxoHTp0qOrPff78eenZZ58116hRQ+nSpYu9fv36zsqVKytGo1HJysrSHTp0SLdkyRLjgQMHbhl+DxgwwN67d29N9fJ1OBxC7XUeExOjsF8eAABAYCHMAwAAAFAqqampwTt37lRtVzd06FDb008/XaoKutq1a8tTp0619u/f32XxPisrS3r++edNq1atspTm3J7Wt29flzBPCCG+++47gzfDPK0JDg4WH374obVXr16qVZqBZMKECYXr1q0zuKugy8/PF/PnzzfOnz+/2D0So6KilO+++86yffv2gNqP8bohQ4bY//zzT93kyZPdlm2ePHlS+uCDD0pV1tmhQwfH559/rrpnpy9t2LBBf/nyZZd51LVrVzstNgEAAAILe+YBAAAAKLG1a9fqP/zwQ9WF86SkJOf48ePLtO9Uv3797D169FANw1avXm2YMmWKJlay69SpIycnJ7uElmvXrjXk5OT4Ykg+07NnT8e7776rqf3GfKFSpUrKypUrC8LDwz1yvvLlyyurVq2yJCQkqO4dFyg++uijwjFjxhSWpG1vcfTv39++dOlSixbDMbXWtUIIMXDgwIC5UAAAAAD/QZgHAAAAoETOnz8v9enTxyzLrtlCRESEWLRokcUT+57NmDHDGh8frxpgvPHGG6a9e/dq4vvMq6++ait6zGKxiG+++UZ76YCXjRw50rZ27dqChx9+WBP7GvpKw4YN5e3bt+fXrl27TAFc48aNnTt27Mh/9NFHA/r5vC41NdW2Zs2aAk+0Yi1fvrwyd+5cy6xZs6xa3KcxLy9PLF261OU9pEWLFs7ExMSADnYBAAACkSa+/AIAAADwD7Isi759+5rOnTun2kJw2rRplpo1a3pkz7OIiAixcOFC1WCwsLBQ9OjRw5yfn++JhyqTZ555xqEWLnz99dfaSwjugFatWjl37txZ8Mcff+RPmjSpsGvXro4GDRrI9957r2I2m4WnK6u0KiEhQf7111/zR44cWVi+fPkSvSbuv/9+efr06dbt27cXeOr1dLdo1aqV848//sibOnWqtVatWiUOtSpVqqSMHDmy8NixY3l9+vTR7L5zCxcuNF67ds3l+GuvveZy8QAAAADufpKiKFd9PQgAAAAA8Gcff/yxcejQoS57/O3YsSO/SZMmVNEEuPz8fLFq1SrDhg0bDLt27dL/9ddfUk5OjmS320VoaKiIiYmRa9WqJTdq1MjZpk0bZ9OmTZ1qoafD4RB2u2uHRb1eL7RYXXYn7Nq1S7d27VrDzp079ceOHdNlZ2fr8vPzhaIoIiQkRFSoUEGOi4uTGzVqJLds2dLRokULp16v/a0HmzZtGlJ0T9KaNWvKGRkZ+f4wfgAAAHgWYR4AAAAAlFFBQYGIj48PK1qx2KNHD/vChQutvhoXAP+zY8cO3SOPPBJa9PisWbOs/fv3Z788AACAABQY/U0AAAAAwItCQkLEiBEjCoseX7p0qfHUqVOqLUkBQM3EiRODix6rVauW3KdPH4I8AACAAEWYBwAAAAAe8NJLL9ljY2Nv2t/M4XCIjz76KDD7HwIoscOHD+u+//57Q9Hjo0aNKjQYXA4DAAAgQBDmAQAAAIAHmEwmkZqa6lKdN3v27KCLFy9SnQfgtiZNmhQkyzdvs5mQkCB3797d4aMhAQAAQAMI8wAAAADAQwYMGGCvV6/eTSvx+fn5Yty4cVTnAbilo0ePSt98842x6PGPP/7YqtfrfTEkAAAAaARhHgAAAAB4iF6vF1OnTrUWPT5jxoyg06dPU50HwK23337bZLffvC3e3//+d8eTTz7p9NGQAAAAoBGEeQAAAADgQcnJyc4ePXrctCJvtVrFyJEjg301JgDatmfPHt2yZctu2hTPbDaLyZMnu1wcAAAAgMDD7skAAAAA4GGTJk0qjIuLU248ZjAYFJvNJoKC6LgJ4GaZmZm6t956y3bjsXr16jlr1KihuLsPAAAAAoekKMpVXw8CAAAAAAAAAAAAgCvabAIAAAAAAAAAAAAaRZgHAAAAAAAAAAAAaBRhHgAAAAAAAAAAAKBRhHkAAAAAAAAAAACARhHmAQAAAAAAAAAAABpFmAcAAAAAAAAAAABoFGEeAAAAAAAAAAAAoFGEeQAAAAAAAAAAAIBGEeYBAAAAAAAAAAAAGkWYBwAAAAAAAAAAAGgUYR4AAAAAAAAAAACgUYR5AAAAAAAAAAAAgEYR5gEAAAAAAAAAAAAaRZgHAAAAAAAAAAAAaBRhHgAAAAAAAAAAAKBRhHkAAAAAAAAAAACARhHmAQAAAAAAAAAAABpFmAcAAAAAAAAAAABoFGEeAAAAAAAAAAAAoFGEeQAAAAAAAAAAAIBGEeYBAAAAAAAAAAAAGkWYBwAAAAAAAAAAAGgUYR4AAAAAAAAAAACgUYR5AAAAAAAAAAAAgEYR5gEAAAAAAAAAAAAaRZgHAAAAAAAAAAAAaBRhHgAAAAAAAAAAAKBRhHkAAAAAAAAAAACARhHmAQAAAAAAAAAAABpFmAcAAAAAAAAAAABoFGEeAAAAAAAAAAAAoFGEeQAAAAAAAAAAAIBGEeYBAAAAAAAAAAAAGvX/AZ1pRTFnYvF4AAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"McCabeThiele.plot_stages()"
]
},
{
"cell_type": "markdown",
"id": "78a119a2-321e-41da-9f47-c452a57f59c8",
"metadata": {},
"source": [
"### Multicomponent distillation with Fenske-Underwood-Gilliland\n",
"\n",
"The Fenske-Underwood-Gilliland assumes a constant molar overflow and an average relative volatility across stages to allow for multicomponent distillation. This method can give reasonable estimates when volatilities are \"well behaved\" across stages and the latent heats between chemicals are similar. However, it will give completely unreasonable results when azeotropes are present. Let's use this shortcut method to model the separation of a hydrocarbon mixture into -C5 and C6+ fraction."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "95363b2f-4752-4455-9f75-97cee18b5950",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ShortcutColumn: FUG\n",
"ins...\n",
"[0] feed \n",
" phases: ('g', 'l'), T: 340.3 K, P: 366463 Pa\n",
" composition (%): (l) Ethane 7.54e-08\n",
" Propane 0.000256\n",
" n-Butane 0.534\n",
" n-Pentane 18.5\n",
" n-Hexane 30.6\n",
" n-Heptane 12.7\n",
" Cyclohexane 3.98\n",
" Cycloheptane 0.0696\n",
" Benzene 33.5\n",
" Toluene 0.00904\n",
" Hydrogen 1e-16\n",
" ------------ 243 kmol/hr\n",
"outs...\n",
"[0] distillate \n",
" phase: 'g', T: 401.48 K, P: 366463 Pa\n",
" composition (%): n-Pentane 21.4\n",
" n-Hexane 35.5\n",
" n-Heptane 0.294\n",
" Cyclohexane 4.51\n",
" Cycloheptane 3.31e-08\n",
" Benzene 38.3\n",
" Toluene 2.47e-07\n",
" ------------ 210 kmol/hr\n",
"[1] bottoms_product \n",
" phase: 'l', T: 402.88 K, P: 366463 Pa\n",
" composition (%): Ethane 5.56e-07\n",
" Propane 0.00189\n",
" n-Butane 3.94\n",
" n-Pentane 1.43e-09\n",
" n-Hexane 0.00763\n",
" n-Heptane 91.9\n",
" Cyclohexane 0.586\n",
" Cycloheptane 0.513\n",
" Benzene 2.97\n",
" Toluene 0.0667\n",
" Hydrogen 7.37e-16\n",
" ------------ 32.9 kmol/hr\n"
]
}
],
"source": [
"hydrocarbons = [\n",
" 'Ethane', 'Propane', 'n-Butane', \n",
" 'n-Pentane', 'n-Hexane', 'n-Heptane', \n",
" 'Cyclohexane', 'Cycloheptane', 'Benzene',\n",
" 'Toluene', 'Hydrogen'\n",
"]\n",
"bst.settings.set_thermo(hydrocarbons, pkg='Peng Robinson')\n",
"feed = bst.Stream()\n",
"feed.imol[hydrocarbons] = 242.6 * np.array([\n",
" 7.54105070e-10, 2.56035674e-06, 5.34074413e-03, \n",
" 1.850257e-01, 3.06487804e-01, 1.27207300e-01, \n",
" 3.97638023e-02, 6.96044980e-04, 3.35385551e-01,\n",
" 9.04125972e-05, 1.00013935e-18\n",
"])\n",
"feed.vle(T=340.3, P=366463)\n",
"FUG = bst.ShortcutColumn(\n",
" ins=[feed],\n",
" outs=['distillate', 'bottoms_product'],\n",
" LHK=['Cyclohexane', 'n-Heptane'],\n",
" P=feed.P,\n",
" Lr=0.98, # Light key recovery\n",
" Hr=0.98, # Heavy key recovery\n",
" k=1.25 # Reflux to minimum reflux\n",
")\n",
"FUG.simulate()\n",
"FUG.show('cmol100')"
]
},
{
"cell_type": "markdown",
"id": "d5f595fa-71a6-4df9-84d2-fc3382abccc3",
"metadata": {},
"source": [
"## Rigorous distillation models"
]
},
{
"cell_type": "markdown",
"id": "8100e6ed-777f-4f3c-bf35-c9f18b4dbf88",
"metadata": {},
"source": [
"A rigorous equilibrium column solves the complete system of equations for Material, Equilibrium, Summation, and Enthalpy (MESH). The number of stages, the split fraction of sidedraws, and the location of feeds/sidedraws must all be specified. This leaves open 2 degrees of freedom; so 2 more variables must be specified. Typically, the user specifies the flow rate of the bottoms product (relative to the feed) and the condenser reflux. Other input specifications include the reboiler boiler-ratio and the condenser/reboiler temperatures. \n",
"\n",
"### From shortcut methods to rigorous distillation\n",
"\n",
"Let's use the results from modeling a shortcut column to design a rigorous column using the `to_rigorous_column` method:\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "b0e3900c-7490-4d74-93cd-491ede64a900",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MESHDistillation: MESH\n",
"ins...\n",
"[0] feed \n",
" phases: ('g', 'l'), T: 356.95 K, P: 101325 Pa\n",
" composition (%): (l) Water 79.9\n",
" Ethanol 17\n",
" Glycerol 0.145\n",
" Yeast 2.95\n",
" -------- 75 kmol/hr\n",
"outs...\n",
"[0] distillate \n",
" phase: 'g', T: 351.45 K, P: 101325 Pa\n",
" composition (%): Water 21.2\n",
" Ethanol 78.8\n",
" ------- 15.6 kmol/hr\n",
"[1] bottoms_product \n",
" phase: 'l', T: 375.7 K, P: 120645 Pa\n",
" composition (%): Water 95.3\n",
" Ethanol 0.767\n",
" Glycerol 0.183\n",
" Yeast 3.72\n",
" -------- 59.4 kmol/hr\n"
]
}
],
"source": [
"MESH = McCabeThiele.to_rigorous_column()\n",
"# Equivalent to:\n",
"# MESH = MESHDistillation(\n",
"# ins=[feed],\n",
"# outs=[distillate, bottoms_product],\n",
"# N_stages=29,\n",
"# feed_stages=[24],\n",
"# LHK=('Ethanol', 'Water'),\n",
"# stage_specifications={0: ('Reflux', 1.0), -1: ('Flow', 0.78624)},\n",
"# P=[101325 + i*690.0 for i in range(29)]\n",
"# )\n",
"MESH.simulate()\n",
"MESH.show('cmol100')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "a84f815f-9d35-4ff5-afcb-1afc8fadf259",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MESHDistillation: MESH\n",
"ins...\n",
"[0] feed \n",
" phases: ('g', 'l'), T: 340.3 K, P: 366463 Pa\n",
" composition (%): (l) Ethane 7.54e-08\n",
" Propane 0.000256\n",
" n-Butane 0.534\n",
" n-Pentane 18.5\n",
" n-Hexane 30.6\n",
" n-Heptane 12.7\n",
" Cyclohexane 3.98\n",
" Cycloheptane 0.0696\n",
" Benzene 33.5\n",
" Toluene 0.00904\n",
" Hydrogen 1e-16\n",
" ------------ 243 kmol/hr\n",
"outs...\n",
"[0] distillate \n",
" phase: 'g', T: 401.19 K, P: 366463 Pa\n",
" composition (%): Ethane 8.72e-08\n",
" Propane 0.000296\n",
" n-Butane 0.618\n",
" n-Pentane 21.4\n",
" n-Hexane 35.5\n",
" n-Heptane 0.311\n",
" Cyclohexane 4.36\n",
" Cycloheptane 5.2e-08\n",
" Benzene 37.8\n",
" Toluene 3.85e-07\n",
" Hydrogen 1.16e-16\n",
" ------------ 210 kmol/hr\n",
"[1] bottoms_product \n",
" phase: 'l', T: 554.64 K, P: 394753 Pa\n",
" composition (%): Ethane 1.01e-59\n",
" Propane 4.42e-37\n",
" n-Butane 1.07e-21\n",
" n-Pentane 1.96e-11\n",
" n-Hexane 0.0035\n",
" n-Heptane 91.8\n",
" Cyclohexane 1.51\n",
" Cycloheptane 0.513\n",
" Benzene 6.09\n",
" Toluene 0.0667\n",
" Hydrogen 1.16e-317\n",
" ------------ 32.9 kmol/hr\n"
]
}
],
"source": [
"MESH = FUG.to_rigorous_column()\n",
"# Equivalent to:\n",
"# MESH = MESHDistillation(\n",
"# ins=[feed],\n",
"# outs=[distillate, bottoms_product],\n",
"# N_stages=42,\n",
"# feed_stages=[18],\n",
"# LHK=('Cyclohexane', 'n-Heptane'),\n",
"# stage_specifications={0: ('Reflux', 1.629), -1: ('Flow', 0.13563)},\n",
"# P=[366463.0 + i*690.0 for i in range(42)]\n",
"# )\n",
"MESH.simulate()\n",
"MESH.show('cmol100')"
]
},
{
"cell_type": "markdown",
"id": "eef0ca90-28b4-488a-9d81-6424f9a4c270",
"metadata": {},
"source": [
"### Introduction to simulation algorithms\n",
"\n",
"When it comes to what method to use for solving distillation columns, it's all hands on deck. Software use a range of equation tearing methods and numerical methods to solve this complex problem. BioSTEAM has the option to use the bubble-point, sum-rates, inside-out, and simultaneous-correction (equation oriented) methods:\n",
"\n",
"- **Bubble-Point** works well for normal distillation, but may fail for absoption/stripping.\n",
"\n",
"- **Sum-Rates** works great for adsorption/stripping, but is quite poor for normal distillation.\n",
"\n",
"- **Inside-Out** is one of the most robust methods for distillation in general. BioSTEAM implements two versions: one for absoption/stripping another for normal distillation. \n",
"\n",
"- **Simultaneous-Correction** (employing trust-region optimization) converges well for a broad range of problems so long as your initial guess is close enough to the solution.\n",
"\n",
"BioSTEAM first tries the inside-out method by default. After initializing the column with a simple flash routine, BioSTEAM determines which version to use based on the distribution of partition coefficients. If the inside-out method fails to converge, it proceeds to try other algorithms.\n",
"\n",
"Let's have a look at the convergence profile for the hydrocarbon distillation column under each method:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "1bde2894-8f3d-4dba-b611-81c40647fda3",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"feed = bst.Stream(\n",
" phase='l', T=329.54, P=372615, \n",
" Ethane=1.829e-07, Propane=0.0006211,\n",
" **{'n-Butane': 1.296, 'n-Pentane': 44.89, \n",
" 'n-Hexane': 74.35, 'n-Heptane': 30.86}, \n",
" Cyclohexane=9.647, Cycloheptane=0.1689, Benzene=81.36, \n",
" Toluene=0.02193, Hydrogen=2.426e-16,\n",
" units='kmol/hr'\n",
")\n",
"N_stages= 42\n",
"P_condenser = 351625\n",
"dP = 723.78\n",
"MESH = bst.MESHDistillation(\n",
" N_stages=N_stages, ins=[feed], feed_stages=[29],\n",
" outs=['distillate', 'bottoms'],\n",
" stage_specifications={\n",
" 0: ('Reflux', 0.857), \n",
" -1: ('Flow', 0.76) # Bottoms product flow rate as a fraction of column feed\n",
" },\n",
" LHK=('Cyclohexane', 'n-Heptane'),\n",
" P=[P_condenser + i*dP for i in range(N_stages)],\n",
" use_cache=False, # No cache for profiling\n",
")\n",
"residual_profiles = []\n",
"algorithms =(\n",
" 'inside out',\n",
" 'phenomena', # Equivalent to Wang-Hanke's bubble point algorithm\n",
" 'simultaneous correction',\n",
")\n",
"maxiter = 10000\n",
"maxtime = 20\n",
"residual_profiles = [\n",
" MESH.convergence_analysis(\n",
" maxiter, maxtime, algorithm=alg, \n",
" verbose=False,\n",
" plot=False,\n",
" ) for alg in algorithms\n",
"]\n",
"colors = bst.utils.GG_colors\n",
"profile_colors = [colors.blue, colors.red, colors.purple, colors.green]\n",
"yticks = [-60, -50, -40, -30, -20, -10, 0, 10, 20]\n",
"fig, ax = plt.subplots(1, 1)\n",
"tmax = 0\n",
"for alg, color, residual_profile in zip(algorithms, profile_colors, residual_profiles):\n",
" tmax = max(tmax, residual_profile.time[-1])\n",
" plt.scatter(\n",
" residual_profile.time,\n",
" residual_profile.log_residual,\n",
" color=color.RGBn,\n",
" label=alg or 'default',\n",
" s=5,\n",
" )\n",
"plt.ylim([yticks[0], yticks[-1]])\n",
"plt.xlim([0, tmax]) \n",
"plt.yticks(yticks)\n",
"plt.xlabel('Time [s]')\n",
"plt.ylabel('ln(residual)')\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "4b401f96-5409-4217-8412-1418bc88960e",
"metadata": {},
"source": [
"The inside-out method is the most robust for this test case with many chemicals and stages. "
]
},
{
"cell_type": "markdown",
"id": "42ae2416-0312-4eec-89ed-57d881408814",
"metadata": {},
"source": [
"## Future tutorials\n",
"\n",
"Intermolecular forces within mixtures may lead to azeotropes which make vapor-liquid separations more challenging. A classic example is the separation of bioethanol from beer; a single distillation column may be infeasible due to the azeotrope. Using our knowledge on thermodynamics, however, we can find ways to either break or shift the azeotrope to achieve a feasible distillation-based separation scheme. In future examples, we we will show how pressure-swing distillation and extractive distillation can shift or break an azeotrope to allow for the separation of azeotropic mixtures."
]
}
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