{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Pore size distribution\n", "\n", "Often, pore size distributions are a very important part of adsorbent\n", "characterisation. The pyGAPS framework includes several common classical methods\n", "which are applicable to mesoporous or microporous materials. A DFT-fitting\n", "method is also provided together with an internal $N_2$/carbon applicable DFT\n", "kernel. The user can also specify their own kernel. A complete applicability\n", "guide and info on each function parameters can be found in the\n", "[manual](../manual/characterisation.rst).\n", "\n", "First, make sure the data is imported." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected 5 isotherms with nitrogen at 77K\n", "Selected 2 room temperature calorimetry isotherms\n", "Selected 2 isotherms for IAST calculation\n", "Selected 3 isotherms for isosteric enthalpy calculation\n" ] } ], "source": [ "# import isotherms\n", "%run import.ipynb\n", "\n", "# import the characterisation module\n", "import pygaps.characterisation as pgc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mesoporous pore size distribution\n", "\n", "Let's start by analysing the mesoporous size distribution of some of our\n", "nitrogen physisorption samples.\n", "\n", "The MCM-41 sample should have a very well defined, singular pore size in the\n", "mesopore range, with the pores as open-ended cylinders. We can use a common\n", "method, relying on a description of the adsorbate in the pores based on the\n", "Kelvin equation and the thickness of the adsorbed layer. These methods are\n", "derivatives of the BJH (Barrett, Joyner and Halenda) method." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MCM-41\n" ] }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "isotherm = next(i for i in isotherms_n2_77k if i.material=='MCM-41')\n", "print(isotherm.material)\n", "results = pgc.psd_mesoporous(\n", " isotherm,\n", " pore_geometry='cylinder',\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The distribution is what we expected, a single narrow peak. Since we asked for\n", "extra verbosity, the function has generated a graph. The graph automatically sets\n", "a minimum limit of 1.5 angstrom, where the Kelvin equation methods break down.\n", "\n", "The result dictionary returned contains the x and y points of the graph.\n", "\n", "Depending on the sample, the distribution can be a well defined or broad, single\n", "or multimodal, or, in the case of adsorbents without mesoporoes, not relevant at\n", "all. For example, using the Takeda 5A carbon, and specifying a slit pore\n", "geometry:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Takeda 5A\n" ] }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "isotherm = next(i for i in isotherms_n2_77k if i.material=='Takeda 5A')\n", "print(isotherm.material)\n", "result_dict_meso = pgc.psd_mesoporous(\n", " isotherm,\n", " psd_model='pygaps-DH',\n", " pore_geometry='slit',\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's break down the available settings with the mesoporous PSD function.\n", "\n", "- A `psd_model` parameter to select specific implementations of the methods,\n", " such as the BJH method or the DH method.\n", "- A `pore_geometry` parameter can be used to specify the known pore geometry of\n", " the pore. The Kelvin equation parameters change appropriately.\n", "- Classical models are commonly applied on the desorption branch of the\n", " isotherm. This is also the default, although the user can specify the\n", " adsorption branch to be used with the `branch` parameter.\n", "- The function used for evaluating the layer thickness can be specified by the\n", " `thickness_model` parameter. Either a named internal model ('Halsey',\n", " 'Harkins/Jura', etc.) or a custom user function which takes pressure as an\n", " argument is accepted.\n", "- If the user wants to use a custom Kelvin model, they can do so through the\n", " `kelvin_model` parameters. This must be a name of an internal model ('Kelvin',\n", " 'Kelvin-KJS', etc.) or a custom function.\n", "\n", "Below we use the adsorption branch and the Halsey thickness curve to look at the\n", "MCM-41 pores. We use the Kruck-Jaroniec-Sayari correction of the Kelvin model." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MCM-41\n" ] }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "isotherm = next(i for i in isotherms_n2_77k if i.material=='MCM-41')\n", "print(isotherm.material)\n", "result_dict = pgc.psd_mesoporous(\n", " isotherm,\n", " psd_model='DH',\n", " pore_geometry='cylinder',\n", " branch='ads',\n", " thickness_model='Halsey',\n", " kelvin_model='Kelvin-KJS',\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
<matplotlib.legend.Legend object at 0x0000019655F02760>\n", "\n" ], "text/plain": [ "\u001b[1m<\u001b[0m\u001b[1;95mmatplotlib.legend.Legend\u001b[0m\u001b[39m object at \u001b[0m\u001b[1;36m0x0000019655F02760\u001b[0m\u001b[1m>\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pygaps.graphing.calc_graphs import psd_plot\n", "\n", "ax = psd_plot(\n", " result_dict_dft['pore_widths'],\n", " result_dict_dft['pore_distribution'],\n", " method='comparison',\n", " labeldiff='DFT',\n", " labelcum=None,\n", " left=0.4,\n", " right=8\n", ")\n", "ax.plot(\n", " result_dict_micro['pore_widths'],\n", " result_dict_micro['pore_distribution'],\n", " label='microporous',\n", ")\n", "ax.plot(\n", " result_dict_meso['pore_widths'],\n", " result_dict_meso['pore_distribution'],\n", " label='mesoporous',\n", ")\n", "ax.legend(loc='best')" ] } ], "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 2 }