{ "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": 10, "id": "43bc57f2-f336-4845-a46a-d1d119be6a6a", "metadata": {}, "outputs": [], "source": [ "substances = [\"Er+3\", \"Sm+3\", \"Eu+3\"]\n", "properties = [\"heat_capacity_cp\",\"entropy\"]\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": 11, "id": "ff5ecb2c-5cb8-4b1c-9a0f-0bb1e236922f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "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": "3.9.15" }, "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 }