{ "cells": [ { "cell_type": "markdown", "id": "2e88c3d1", "metadata": {}, "source": [ "# Simulating multiple casks\n", "\n", "For a more complicated simulation, we can include multiple casks of SNF and look at the combined spectrum.\n", "\n", "For example, we could assume 40 casks of SNF from the Sizewell reactor, with the following removal times:\n", "* 10 casks removed 0.5 years ago\n", "* 10 casks removed 5 years ago\n", "* 10 casks removed 10 years ago\n", "* 10 casks removed 20 years ago\n", "\n", "Each cask has a mass of 10 tonnes.\n", "\n", "To simplify the simulation, instead of simulating 10 individual 10-tonne casks for each removal time, we can just simulate one 100-tonne cask at each time.\n", "\n", "As we're also assuming the isotopic proportions are the same for each cask, we can just create a single 100-tonne `Cask` object for the Sizewell reactor and then calculate the spectrum for each removal time." ] }, { "cell_type": "code", "execution_count": 1, "id": "1fc15236", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from snf_simulations.cask import Cask\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "reactor = \"sizewell\"\n", "mass = 10000 # 10 tonnes\n", "cask = Cask.from_reactor(reactor, total_mass=mass)\n", "removal_times = [0.5, 5, 10, 20]\n", "\n", "spectra = []\n", "for removal_time in removal_times:\n", " total_spec = cask.get_total_spectrum(removal_time=removal_time)\n", " spectra.append(total_spec)\n", "\n", "# Now combine all the spectra into one by adding them together\n", "spec_multiple = spectra[0]\n", "for spec in spectra[1:]:\n", " spec_multiple = spec_multiple + spec\n", "\n", "# Plot the spectrum\n", "figure = plt.figure(figsize=(10, 5))\n", "axes = figure.add_subplot(1, 1, 1)\n", "\n", "axes.bar(\n", " x=spec_multiple.energy[:-1],\n", " height=spec_multiple.flux,\n", " width=np.diff(spec_multiple.energy),\n", ")\n", "\n", "axes.set_xlim(0, 6000)\n", "axes.set_ylim(1e10, 1e18)\n", "axes.set_xlabel(\"Energy [keV]\")\n", "axes.set_ylabel(\"Relative Flux [keV^-1 s^-1]\")\n", "axes.set_title(f\"Total Spectrum of 40 casks from {reactor.capitalize()}\")\n", "axes.set_yscale(\"log\")\n", "axes.grid()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e5f1b9ba", "metadata": {}, "source": [ "We can also simulate how this total spectrum would decay over time." ] }, { "cell_type": "code", "execution_count": 2, "id": "60d71640", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cask = Cask.from_reactor(\n", " \"sizewell\", total_mass=100000\n", ") # 100 tonnes = ten 10-tonne casks\n", "cask_removal_times = [0.5, 5, 10, 20]\n", "simulation_times = [0, 1, 5, 10, 20]\n", "\n", "spectra = []\n", "for simulation_time in simulation_times:\n", " new_ages = np.array(cask_removal_times) + simulation_time\n", " time_spectra = []\n", " for removal_time in new_ages:\n", " spec = cask.get_total_spectrum(removal_time=removal_time)\n", " time_spectra.append(spec)\n", " total_spec = time_spectra[0]\n", " for spec in time_spectra[1:]:\n", " total_spec = total_spec + spec\n", " spectra.append(total_spec)\n", "\n", "# Plot the spectra\n", "figure = plt.figure(figsize=(10, 5))\n", "axes = figure.add_subplot(1, 1, 1)\n", "\n", "for spec, simulation_time in zip(spectra, simulation_times, strict=True):\n", " axes.step(\n", " spec.energy[:-1],\n", " spec.flux,\n", " where=\"post\",\n", " label=f\"Spectrum after {simulation_time} years\",\n", " )\n", "\n", "axes.set_xlim(0, 6000)\n", "axes.set_ylim(1e10, 1e18)\n", "axes.set_xlabel(\"Energy [keV]\")\n", "axes.set_ylabel(\"Relative Flux [keV^-1 s^-1]\")\n", "axes.set_title(\n", " f\"Total Spectrum of 40 casks from {reactor.capitalize()} at different cooling times\"\n", ")\n", "axes.set_yscale(\"log\")\n", "axes.legend()\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "snf-simulations (3.10.12)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }