{ "cells": [ { "cell_type": "markdown", "id": "6299e07c", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "a1c2b3b7-ea0f-4d56-87b8-24b8520d3fd4", "metadata": {}, "source": [ "# Tutorial on making batch calculations using dataset from GEMS and adding your own data.\n", "Miron et al., (2023). ThermoFun: A C++/Python library for computing standard thermodynamic properties of substances and reactions across wide ranges of temperatures and pressures. Journal of Open Source Software, 8(83), 4624\n", "\n", "[![DOI](https://joss.theoj.org/papers/10.21105/joss.04624/status.svg)](https://doi.org/10.21105/joss.04624)" ] }, { "cell_type": "markdown", "id": "c8cdfd6f", "metadata": {}, "source": [ "### Import ThermoFun module\n", "ThermoFun delivers thermodynamic properties of substances and reactions at the temperature and pressure of interest." ] }, { "cell_type": "code", "execution_count": 1, "id": "151b0912", "metadata": {}, "outputs": [], "source": [ "import thermofun as fun" ] }, { "cell_type": "markdown", "id": "49e7f131", "metadata": {}, "source": [ "### Initialize a ThermoFun database record - \n", "Thermofun needs a database of substances and or reactions. The data is in JSON format. Have a look at the json files '../databases/'. One can also use the available datasets in thermohub database and retrieve them uisng thermohubclient. ThermoHub contains the up to date datasets. \n", "Another possible source for ThermoFun database files is https://github.com/thermohub/thermohub mirror of thermohub database.\n", "\n", "For this example we will use a dataset that comes from a GEMS project, containing a subset of elements (REE). For this you need to go in your GEMS project select the SysEq system you want to export and go to Data->Export GEMS3K files and tick FUN-json option. From the resulted files we need the one finishing with -fun.json" ] }, { "cell_type": "code", "execution_count": 2, "id": "76b3eaba", "metadata": {}, "outputs": [], "source": [ "# initalize a database using a local file HREE-P-OH_3K-fun.json\n", "REE = fun.Database('gemsfiles/HREE-P-OH_3K-fun.json')" ] }, { "cell_type": "code", "execution_count": 3, "id": "791dd85f-f4ce-485c-b14e-e26b6c618d5a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['Ce(H2PO4)+2', 'Ce+3', 'Ce+4', 'CeCl+2', 'CeCl2+', 'CeCl3@', 'CeO+', 'CeO2-', 'CeO2H@', 'CeOH+2', 'CePO4', 'Cl-', 'ClO-', 'ClO4-', 'Dy(H2PO4)+2', 'Dy+3', 'DyCl+2', 'DyCl2+', 'DyCl3@', 'DyO+', 'DyO2-', 'DyO2H@', 'DyOH+2', 'DyPO4', 'Er(H2PO4)+2', 'Er+3', 'ErCl+2', 'ErCl2+', 'ErCl3@', 'ErO+', 'ErO2-', 'ErO2H@', 'ErOH+2', 'ErPO4', 'Eu(H2PO4)+2', 'Eu(OH)+2', 'Eu+3', 'Eu+4', 'EuCl+2', 'EuCl2+', 'EuCl3@', 'EuO+', 'EuO2-', 'EuO2H@', 'EuOH+2', 'EuPO4', 'Gd(H2PO4)+2', 'Gd+3', 'GdCl+2', 'GdCl2+', 'GdCl3@', 'GdO+', 'GdO2-', 'GdO2H@', 'GdOH+2', 'GdPO4', 'H+', 'H2', 'H2@', 'H2O', 'H2O2@', 'H2O@', 'H2P2O7-2', 'H2PO2-', 'H2PO3-', 'H2PO4-', 'H3P2O7-', 'H3PO2@', 'H3PO3@', 'H3PO4@', 'H4P2O7@', 'HCl', 'HCl@', 'HClO@', 'HO2-', 'HP2O7-3', 'HPO3-2', 'HPO4-2', 'Halite', 'Ho(H2PO4)+2', 'Ho+3', 'HoCl+2', 'HoCl2+', 'HoCl3@', 'HoO+', 'HoO2-', 'HoO2H@', 'HoOH+2', 'HoPO4', 'La(H2PO4)+2', 'La+3', 'LaCl+2', 'LaCl2+', 'LaCl3@', 'LaO+', 'LaO2-', 'LaO2H@', 'LaOH+2', 'LaPO4', 'Lu(H2PO4)+2', 'Lu+3', 'LuCl+2', 'LuCl2+', 'LuCl3@', 'LuO+', 'LuO2-', 'LuO2H@', 'LuOH+2', 'LuPO4', 'Na+', 'NaCl@', 'NaOH@', 'Nd(H2PO4)+2', 'Nd+3', 'NdCl+2', 'NdCl2+', 'NdCl3@', 'NdO+', 'NdO2-', 'NdO2H@', 'NdOH+2', 'NdPO4', 'O2', 'O2@', 'OH-', 'P2O7-4', 'PO4-3', 'Pr(H2PO4)+2', 'Pr+3', 'PrCl+2', 'PrCl2+', 'PrCl3@', 'PrO+', 'PrO2-', 'PrO2H@', 'PrOH+2', 'PrPO4', 'Sm(H2PO4)+2', 'Sm+3', 'SmCl+2', 'SmCl2+', 'SmCl3@', 'SmO+', 'SmO2-', 'SmO2H@', 'SmOH+2', 'SmPO4', 'Tb(H2PO4)+2', 'Tb+3', 'TbCl+2', 'TbCl2+', 'TbCl3@', 'TbO+', 'TbO2-', 'TbO2H@', 'TbOH+2', 'TbPO4', 'Tm(H2PO4)+2', 'Tm+3', 'TmCl+2', 'TmCl2+', 'TmCl3@', 'TmO+', 'TmO2-', 'TmO2H@', 'TmOH+2', 'TmPO4', 'Y+3', 'YO+', 'YO2-', 'YO2H@', 'YOH+2', 'YPO4', 'Yb(H2PO4)+2', 'Yb+3', 'YbCl+2', 'YbCl2+', 'YbCl3@', 'YbO+', 'YbO2-', 'YbO2H@', 'YbOH+2', 'YbPO4', 'rhabdophane-(Ce)', 'rhabdophane-(Eu)', 'rhabdophane-(Gd)', 'rhabdophane-(La)', 'rhabdophane-(Nd)', 'rhabdophane-(Pr)', 'rhabdophane-(Sm)'])\n" ] } ], "source": [ "# print available substances \n", "print(REE.mapSubstances().keys())" ] }, { "cell_type": "code", "execution_count": 4, "id": "e77ab176-2215-4982-ba1a-8e3967152f03", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['rhabdophane-(Ce)', 'rhabdophane-(Eu)', 'rhabdophane-(Gd)', 'rhabdophane-(La)', 'rhabdophane-(Nd)', 'rhabdophane-(Pr)', 'rhabdophane-(Sm)'])\n" ] } ], "source": [ "# print avaialble reactions\n", "print(REE.mapReactions().keys())" ] }, { "cell_type": "markdown", "id": "1dcfb3ac-0bb4-4fcf-8f14-d543fedb23fd", "metadata": {}, "source": [ "### Add your own data file\n", "Adjust the gibbs_energy of Er+3 based on the fit result, add it as a record to mydata-thermofun.json with a new symbol Er+3_fit" ] }, { "cell_type": "code", "execution_count": 5, "id": "8de3dfd7-0a72-45c5-b9af-dc88a4060635", "metadata": {}, "outputs": [], "source": [ "REE.appendData('mydata-thermofun.json')\n", "#batch = fun.ThermoBatch(REE)" ] }, { "cell_type": "markdown", "id": "442e1909-37ef-4ec2-81b6-6b63c0c94379", "metadata": {}, "source": [ "### Initialize a Batch class object\n", "This object ca be used to do batch calculations for a list of substances or reactions, T-P points, and properties" ] }, { "cell_type": "code", "execution_count": 6, "id": "6f598d2c-80ee-4531-8437-7bd7a5b92112", "metadata": {}, "outputs": [], "source": [ "batch = fun.ThermoBatch(REE)" ] }, { "cell_type": "markdown", "id": "b3b88241-2ec9-408d-992d-619c878063cc", "metadata": {}, "source": [ "### inspect avialable batch functions. \n", "print(fun.availablePropertiesReaction())" ] }, { "cell_type": "code", "execution_count": 7, "id": "f377e4b0-7107-491e-9792-d0aec23dd188", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "property (unit)\n", "---------------\n", "enthalpy (J/mol)\n", "entropy (J/K/mol)\n", "gibbs_energy (J/mol)\n", "heat_capacity_cp (J/K/mol)\n", "heat_capacity_cv (J/K/mol)\n", "helmholtz_energy (J/mol)\n", "internal_energy (J/mol)\n", "volume (J/bar)\n", "\n", "property (unit)\n", "---------------\n", "lnKr (1)\n", "logKr (1)\n", "reaction_enthalpy (J/mol)\n", "reaction_entropy (J/K/mol)\n", "reaction_gibbs_energy (J/mol)\n", "reaction_heat_capacity_cp (J/K/mol)\n", "reaction_heat_capacity_cv (J/K/mol)\n", "reaction_helmholtz_energy (J/mol)\n", "reaction_internal_energy (J/mol)\n", "reaction_volume (J/bar)\n", "\n" ] } ], "source": [ "print(fun.availablePropertiesSubstance())\n", "print(fun.availablePropertiesReaction())" ] }, { "cell_type": "markdown", "id": "05363601-2623-40a6-b400-e9c7c3fa6e0b", "metadata": {}, "source": [ "Set units to C and bar, setPropertiesUnits([\"temperature\", \"pressure\"],[\"degC\",\"bar\"])" ] }, { "cell_type": "code", "execution_count": 8, "id": "3d2c8111-6fec-431d-ae45-0bc3e3261857", "metadata": {}, "outputs": [], "source": [ "batch.setPropertiesUnits([\"temperature\", \"pressure\"],[\"degC\",\"bar\"])\n", "batch.setPropertiesDigits([\"heat_capacity_cp\",\"entropy\", \"temperature\", \"pressure\"], [4, 4, 0, 2])" ] }, { "cell_type": "markdown", "id": "f4291854-8e1b-4f47-a6ce-a1b4f751929c", "metadata": {}, "source": [ "### set temperature and pressure increments" ] }, { "cell_type": "code", "execution_count": 9, "id": "1a5ee7e9-845d-4e8d-aa98-8c32ee6d0cb7", "metadata": {}, "outputs": [], "source": [ "batch.setPressureIncrement(0,0,0)\n", "batch.setTemperatureIncrement(0,250, 5)" ] }, { "cell_type": "markdown", "id": "e97831c5-2ff9-44a9-8f09-c4fe197f493c", "metadata": {}, "source": [ "### Calculate properties and plot\n", "\"Er+3\", \"Sm+3\", \"Eu+3\"\n", "\"heat_capacity_cp\",\"entropy\"" ] }, { "cell_type": "code", "execution_count": 12, "id": "43bc57f2-f336-4845-a46a-d1d119be6a6a", "metadata": {}, "outputs": [], "source": [ "substances = [\"Er+3\", \"Sm+3\", \"Eu+3\"]\n", "properties = [\"heat_capacity_cp\",\"entropy\", \"volume\"]\n", "batch.thermoPropertiesSubstance(substances, properties).toCSV('results_substances.csv')" ] }, { "cell_type": "markdown", "id": "3e109076-9564-40c0-8ae5-703c4970538f", "metadata": {}, "source": [ "### inspect the results file and plot the results" ] }, { "cell_type": "code", "execution_count": 13, "id": "ff5ecb2c-5cb8-4b1c-9a0f-0bb1e236922f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common.functions import plot_substances_properties_vs_temperature\n", "figure = plot_substances_properties_vs_temperature('results_substances.csv', substances, 0)" ] }, { "cell_type": "markdown", "id": "d29f4c06-d6e6-4337-a550-ad4614cdb5a1", "metadata": {}, "source": [ "### Properties of reaction equation " ] }, { "cell_type": "code", "execution_count": 12, "id": "206f062e-f6e6-4aa2-ba64-2acd77f6b956", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "logK (ErPO4 = Er+3 + PO4-3) is -29.921285456686043\n" ] } ], "source": [ "engine = fun.ThermoEngine(REE)\n", "reaction_properties = engine.thermoPropertiesReaction(348.15, 1e5, \"ErPO4 = Er+3 + PO4-3\")\n", "logK = reaction_properties.log_equilibrium_constant\n", "print(f'logK (ErPO4 = Er+3 + PO4-3) is {logK.val}')" ] }, { "cell_type": "markdown", "id": "ce1de865-6932-4cea-9a79-56e078e6e0e8", "metadata": {}, "source": [ "### Batch calculation for multiple reactions" ] }, { "cell_type": "code", "execution_count": 13, "id": "a10f007f-2523-4586-a031-9ff37dd70932", "metadata": {}, "outputs": [], "source": [ "batch.setPropertiesDigits([\"logKr\"], [4])\n", "reactions = [\"YPO4 = Y+3 + PO4-3\", \"SmPO4 = Sm+3 + PO4-3\", \"EuPO4 = Eu+3 + PO4-3\", \"rhabdophane-(Sm)\"]\n", "batch.thermoPropertiesReaction(reactions, [\"logKr\"]).toCSV(\"results_reactions.csv\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "a6995a7f-9729-4b43-ad60-bacc44674c4d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common.functions import plot_properties_vs_temperature\n", "plt = plot_properties_vs_temperature('results_reactions.csv', reactions, 0)\n", "plt.gca().invert_xaxis()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9f5072b2-fcec-4037-b458-75d17defc7c1", "metadata": {}, "source": [ "### compare with experiments \n", "\n", "logKsp of ErPO4 = Er+3 + PO4-3\n", "\n", " " ] }, { "cell_type": "code", "execution_count": 15, "id": "575a87ce-2e74-4b58-b402-2e29d63eca57", "metadata": {}, "outputs": [], "source": [ "reactions = [\"ErPO4 = Er+3 + PO4-3\"]\n", "batch.thermoPropertiesReaction(reactions, [\"logKr\"]).toCSV(\"results_reactions.csv\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "28d163fd-6c42-486f-9a35-438ef62b0250", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "df = pd.read_csv('loKsp_Er.csv')\n", "\n", "plt = plot_properties_vs_temperature('results_reactions.csv', reactions, 0)\n", "\n", "# Extract X and Y data\n", "x_data = df['TC']\n", "y_data = df['logKsp']\n", "\n", "# Create the plot\n", "plt.plot(x_data, y_data, 'X', color='r', markersize=15, markeredgecolor=\"w\")\n", "plt.gca().invert_xaxis()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "995b2c06-dfba-4b0c-989a-fe597f123d97", "metadata": {}, "source": [ "### compare with the fit results \"ErPO4 = Er+3_fit + PO4-3\"" ] }, { "cell_type": "code", "execution_count": 17, "id": "8a8c58a3-9c1e-4fb2-9399-60f12839c3a3", "metadata": {}, "outputs": [], "source": [ "reactions = [\"ErPO4 = Er+3 + PO4-3\", \"ErPO4 = Er+3_fit + PO4-3\"]\n", "batch.thermoPropertiesReaction(reactions, [\"logKr\"]).toCSV(\"results_reactions.csv\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "f824a7e3-0dde-4cd5-a6ca-62d178a93eb5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "df = pd.read_csv('loKsp_Er.csv')\n", "\n", "plt = plot_properties_vs_temperature('results_reactions.csv', reactions, 0)\n", "\n", "# Extract X and Y data\n", "x_data = df['TC']\n", "y_data = df['logKsp']\n", "\n", "# Create the plot\n", "plt.plot(x_data, y_data, 'X', color='r', markersize=15, markeredgecolor=\"w\")\n", "plt.gca().invert_xaxis()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "c7c0b6ef-8da1-4f68-add3-db1188611f69", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": false, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": false, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }