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Merge pull request #44 from jbae11/fc_metrics_analysis
Fc metrics analysis
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\#*# | ||
.#* | ||
.coverage | ||
*.swp | ||
*.swp | ||
*.sqlite |
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# Declare Common Variables\n", | ||
"script_folder = '../../scripts/'" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"### Import Necessary Module and Set Path " | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"import sqlite3 as lite\n", | ||
"import os\n", | ||
"import sys\n", | ||
"sys.path.insert(0, script_folder)\n", | ||
"jupyter_directory = os.getcwd()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"import analysis as an" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"## Run Cyclus Input file" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"! rm eu_future.sqlite\n", | ||
"! cyclus -i eu_future.xml -o eu_future.sqlite" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"### The output file should be named \n", | ||
" \n", | ||
" eu_future.sqlite" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# Wait for the complete message to move on\n", | ||
"\n", | ||
"con = lite.connect('eu_future.sqlite')\n", | ||
"with con:\n", | ||
" cur = con.cursor()\n", | ||
" \n", | ||
" # get simulation time info\n", | ||
" init_year, init_month, duration, timestep = an.get_sim_time_duration(cur)\n", | ||
" \n", | ||
" # prints net capacity and number of reactor timeseries\n", | ||
" an.plot_power(cur)\n", | ||
" \n", | ||
" # natural uranium demand\n", | ||
" dictionary = collections.OrderedDict()\n", | ||
" dictionary['natural_uranium'] = an.nat_u_timeseries(cur)\n", | ||
" an.stacked_bar_chart(dictionary, timestep,\n", | ||
" 'Years', 'Natural Uranium Mass',\n", | ||
" 'Natural Uranium Demand vs Time',\n", | ||
" 'nat_u', init_year)\n", | ||
" \n", | ||
" # get spent fuel timeseries\n", | ||
" snf_dict = an.commodity_in_out_facility(cur, 'Reactor', \n", | ||
" ['uox_waste', 'mox_waste'],\n", | ||
" True, False, False)\n", | ||
" an.stacked_bar_chart(snf_dict, timestep,\n", | ||
" 'Years', 'Mass [MTHM]',\n", | ||
" 'Spent Fuel Mass vs Time',\n", | ||
" 'snf', init_year)\n", | ||
" \n", | ||
" # get fuel usage timeseries in stacked bar chart\n", | ||
" fuel_dict = an.fuel_usage_timeseries(cur, ['uox', 'mox'])\n", | ||
" an.stacked_bar_chart(fuel_dict, timestep,\n", | ||
" 'Years', 'Mass[MTHM]',\n", | ||
" 'Total Fuel Mass vs Time',\n", | ||
" 'total_fuel',\n", | ||
" init_year)\n", | ||
" \n", | ||
" # get tailings timeseries\n", | ||
" tails_dict = an.commodity_in_out_facility(cur, 'enrichment',\n", | ||
" ['tailings'], \n", | ||
" True, False, False)\n", | ||
" an.multi_line_plot(tails_dict, timestep, \n", | ||
" 'Years', 'Mass [MTHM]', \n", | ||
" 'Tailings Mass vs Time',\n", | ||
" 'tailings', init_year)\n", | ||
"\n", | ||
"print('Finished!')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display Net Capacity vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='power_plot.png')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display Number of Reactors vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='number_plot.png')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display natural U demand vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='nat_u.png')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display spent fuel vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='snf.png')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display total fuel usage vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='total_fuel.png')" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": { | ||
"collapsed": true | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"# Display tailings vs Time\n", | ||
"from IPython.display import Image\n", | ||
"Image(filename='tailings.png')" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3", | ||
"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": "3.6.1" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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