{ "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": [ "
\n", "\n", "**Note:** If the user wants to customise the standard plots which are displayed, they are available for use in the `pygaps.graphing.calc_graphs` module\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Microporous pore size distribution\n", "\n", "For microporous samples, we can use the `psd_microporous` function. The\n", "available model is an implementation of the Horvath-Kawazoe (HK) method.\n", "\n", "The HK model uses a list of parameters which describe the interaction between\n", "the adsorbate and the adsorbent. These should be selected on a *per case* basis\n", "by using the `adsorbate_model` and `adsorbent_model` keywords. If they are not\n", "specified, the function assumes a carbon model for the sample surface and takes\n", "the required adsorbate properties (*magnetic susceptibility, polarizability,\n", "molecular diameter, surface density, liquid density and molar mass*) from the\n", "isotherm adsorbate. The pore geometry is also assumed to be *slit-like*.\n", "\n", "Let's look at using the function on the carbon sample:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": false }, "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_micro = pgc.psd_microporous(\n", " isotherm,\n", " psd_model='HK',\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that we could have a peak around 0.7 nm, but could use more adsorption\n", "data at low pressure for better resolution. It should be noted that the model\n", "breaks down with pores bigger than around 3 nm.\n", "\n", "The framework comes with other models for the surface, like as the Saito-Foley\n", "derived oxide-ion model. Below is an attempt to use the HK method with these\n", "parameters for the UiO-66 sample and some user-specified parameters for the\n", "adsorbate interaction. We should not expect the results to be very accurate, due\n", "to the different surface properties and heterogeneity of the MOF." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "UiO-66(Zr)\n" ] }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "adsorbate_params = {\n", " 'molecular_diameter': 0.3,\n", " 'polarizability': 1.76e-3,\n", " 'magnetic_susceptibility': 3.6e-8,\n", " 'surface_density': 6.71e+18,\n", " 'liquid_density': 0.806,\n", " 'adsorbate_molar_mass': 28.0134\n", "}\n", "\n", "isotherm = next(i for i in isotherms_n2_77k if i.material == 'UiO-66(Zr)')\n", "print(isotherm.material)\n", "result_dict = pgc.psd_microporous(\n", " isotherm,\n", " psd_model='HK',\n", " material_model='AlSiOxideIon',\n", " adsorbate_model=adsorbate_params,\n", " verbose=True,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, other types of H-K modified models are also available, like the\n", "Rege-Yang adapted model (`RY`), or a Cheng-Yang modification of both H-K\n", "(`HK-CY`) and R-Y (`RY-CY`) models." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "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_micro = pgc.psd_microporous(\n", " isotherm,\n", " psd_model='RY',\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Kernel fit pore size distribution" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The kernel fitting method is currently the most powerful method for pore size\n", "distribution calculations. It requires a *DFT kernel*, or a collection of\n", "previously simulated adsorption isotherms which cover the entire pore range\n", "which we want to investigate. The calculation of the DFT kernel is currently\n", "*not* in the scope of this framework.\n", "\n", "The user can specify their own kernel, in a CSV format, which will be used for\n", "the isotherm fitting on the `psd_dft` function. A common DFT kernel is included\n", "with the framework, which is simulated with nitrogen on a carbon material and\n", "slit-like pores in the range of 0.4-10 nanometres.\n", "\n", "Let's run the fitting of this internal kernel on the carbon sample:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" 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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", "result_dict_dft = {}\n", "result_dict_dft = pgc.psd_dft(\n", " isotherm,\n", " branch='ads',\n", " kernel='DFT-N2-77K-carbon-slit',\n", " verbose=True,\n", " p_limits=None,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output is automatically smoothed using a b-spline method. Further (or less)\n", "smoothing can be specified by the `bspline_order` parameter. The higher the\n", "order, more smoothing is applied. Specify \"0\" to return the data *as-fitted*." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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" 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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", "result_dict_dft = pgc.psd_dft(\n", " isotherm,\n", " bspline_order=5,\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Comparing all the PSD methods" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For comparison purposes, we will compare the pore size distributions obtained\n", "through all the methods above. The sample on which all methods are applicable is\n", "the Takeda carbon.\n", "\n", "We will first plot the data using the existing function plot, then use the graph\n", "returned to plot the remaining results." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
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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 }