{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Dubinin-Radushkevich and Dubinin-Astakov plots\n", "\n", "The Dubinin-Radushkevich (DR) and Dubinin-Astakov (DA) plots are often used to\n", "determine the pore volume and the characteristic adsorption potential of\n", "adsorbent materials, in particular those of carbonaceous materials, such as\n", "activated carbons, carbon black or carbon nanotubes. It is also sometimes used\n", "for solution adsorption isotherms.\n", "\n", "In pyGAPS, both the DR and DA plots are available with the `dr_plot` and\n", "`da_plot` functions. First we import the example isotherms." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "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", "%matplotlib inline\n", "\n", "# import the characterisation module\n", "import pygaps.characterisation as pgc" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Then we'll select the Takeda 5A isotherm to examine. We will perform a DR plot,\n", "with increased verbosity to observe the resulting linear fit. The function\n", "returns a dictionary with the calculated pore volume and adsorption potential." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Micropore volume is: 0.484 cm3/g\n", "Effective adsorption potential is : 5.84 kJ/mol\n" ] }, { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "isotherm = next(i for i in isotherms_n2_77k if i.material == 'Takeda 5A')\n", "results = pgc.dr_plot(isotherm, verbose=True)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can specify the pressure limits for the DR plot, to select only the points at low pressure for a better fit." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Micropore volume is: 0.448 cm3/g\n", "Effective adsorption potential is : 6 kJ/mol\n" ] }, { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "results = pgc.dr_plot(isotherm, p_limits=[0, 0.1], verbose=True)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "An extension of the DR model is the Dubinin-Astakov (DA) model. In the DA\n", "equation, the exponent can vary, and is usually chosen between 1 (for surfaces)\n", "and 3 (for micropores). For an explanation of the theory, check the function\n", "reference.\n", "\n", "We then use the `da_plot` function and specify the exponent to be 2.3 (larger\n", "than the standard DR exponent of 2)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Micropore volume is: 0.422 cm3/g\n", "Effective adsorption potential is : 6.34 kJ/mol\n" ] }, { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "results = pgc.da_plot(isotherm, p_limits=[0, 0.1], exp=2.3, verbose=True)\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The DA plot can also automatically test which exponent gives the best fit\n", "between 1 and 3, if the parameter is left blank. The calculated exponent is\n", "returned in the result dictionary." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exponent is: 3\n", "Micropore volume is: 0.385 cm3/g\n", "Effective adsorption potential is : 6.92 kJ/mol\n" ] }, { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = pgc.da_plot(isotherm, p_limits=[0, 0.1], exp=None, verbose=True)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "More info about the method can be found in the [reference](https://pygaps.readthedocs.io/en/latest/reference/characterisation/dubinin.html)." ] } ], "metadata": { "kernelspec": { "display_name": "sci", "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": "3.9.16" }, "vscode": { "interpreter": { "hash": "bb92cfc77ebe3751b7fb3df8620ceb006227daaf69256df93b17635e0b7c66c1" } } }, "nbformat": 4, "nbformat_minor": 2 }