{ "cells": [ { "cell_type": "markdown", "id": "d26dc20d-385c-4d7b-aa6e-2fff2def08f6", "metadata": {}, "source": [ "# Multistage mixer-settlers\n", "\n", "Liquid-liquid extraction takes advantage of chemical interactions within a mixture to selectively recover (or remove) a solute using a solvent. In the context of fermentation product recovery, oleochemicals can be recovered using a hydrophobic solvent. Another classic example is biodiesel \"washing\", where water is used to recover glycerol and unreacted alcohols from crude biodiesel. After extraction, the solvent (typically a more volatile component with a low heat of vaporization) is generally distilled and recycled.\n", "\n", "The recovery and concentration of the solute (in the solvent) will depend on how much solvent is used. More solvent can lead to higher recoveries but at lower concentrations (which increases expenses associated to solvent recovery). Counter-current multistage liquid extraction (employing 2 or more stages) can increase the recovery and improve the attainable concentration of the product, but at the expence of higher capital costs. Therefore, we have a trade-off between the recovery efficiency and capital/operating expenses as a function of solvent usage and number of stages. \n", "\n", "In this tutorial we will model the recovery of octanol (a medium-chain fatty alcohol) from a fementation broth using multistage mixer-settlers. We will also push and pull the model to quantify the trade-off between recovery and concentration as a function of design decisions.\n", "\n", "Let's start by simulating the multistage mixer-settler assuming 2 stages and an equal volume of solvent." ] }, { "cell_type": "code", "execution_count": 1, "id": "635090d1-2bf0-4be8-9ea7-458b5c3fe7c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiStageMixerSettlers: M1\n", "ins...\n", "[0] feed \n", " phase: 'l', T: 298.15 K, P: 101325 Pa\n", " flow (kmol/hr): Water 5.31e+03\n", " Hexanol 31.9\n", "[1] solvent \n", " phase: 'l', T: 298.15 K, P: 101325 Pa\n", " flow (kmol/hr): Hexane 760\n", "outs...\n", "[0] extract \n", " phase: 'L', T: 298.15 K, P: 101325 Pa\n", " flow (kmol/hr): Water 11.3\n", " Hexane 759\n", " Hexanol 30.7\n", "[1] raffinate \n", " phase: 'l', T: 298.15 K, P: 101325 Pa\n", " flow (kmol/hr): Water 5.3e+03\n", " Hexane 0.806\n", " Hexanol 1.22\n" ] } ], "source": [ "import biosteam as bst\n", "bst.nbtutorial()\n", "bst.settings.set_thermo(['Water', 'Hexane', 'Hexanol'])\n", "feed = bst.Stream(Water=96, Hexanol=4, units='m3/hr') \n", "solvent = bst.Stream(Hexane=100, units='m3/hr')\n", "mixer_settlers = bst.MultiStageMixerSettlers(\n", " ins=(feed, solvent), \n", " outs=('extract', 'raffinate'), \n", " N_stages=2,\n", " use_cache=True,\n", ")\n", "mixer_settlers.simulate()\n", "mixer_settlers.show()" ] }, { "cell_type": "markdown", "id": "c5935a0c-992f-49a9-abe7-e3e3024d41db", "metadata": {}, "source": [ "The recovery is high (>99%) even at just 2 stages. This means it may be possible to reduce the solvent use substantially. Let's have a look at the tradeoff in concentration as a function of solvent usage and number of stages." ] }, { "cell_type": "code", "execution_count": 2, "id": "68995636-66e2-4618-a690-6ce1e397a62f", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Simulation function\n", "def concentration_recovery_capital_cost(solvent_usage, N_stages):\n", " solvent.F_vol = feed.F_vol * solvent_usage\n", " mixer_settlers.N_stages = N_stages\n", " mixer_settlers.simulate()\n", " extract = mixer_settlers.extract\n", " recovery = 100 * extract.imol['Hexanol'] / feed.imol['Hexanol'] # %\n", " concentration = extract.imass['Hexanol'] / extract.F_vol # kg / m3\n", " capital_cost = mixer_settlers.installed_cost / 1e3\n", " return (recovery, concentration, capital_cost)\n", "\n", "# Collect data\n", "N_stages = [2, 5, 10]\n", "solvent_usage = np.linspace(0.2, 1, 20) # Solvent to feed flow rate (by volume)\n", "shape = (len(N_stages), len(solvent_usage))\n", "recoveries = np.zeros(shape)\n", "concentrations = np.zeros(shape)\n", "capital_costs = np.zeros(shape)\n", "for i, N in enumerate(N_stages):\n", " for j, s in enumerate(solvent_usage):\n", " recoveries[i, j], concentrations[i, j], capital_costs[i, j] = concentration_recovery_capital_cost(s, N)" ] }, { "cell_type": "code", "execution_count": 3, "id": "d536b43b-68a4-4eec-a561-60d906d476b2", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot\n", "bst.set_figure_size(aspect_ratio=1.1)\n", "colors = [getattr(bst.colors, i).RGBn for i in ('blue', 'red', 'purple')]\n", "fig, (ax_capex, ax_recovery, ax_concentration) = plt.subplots(3, 1)\n", "for i, N in enumerate(N_stages):\n", " plt.sca(ax_capex)\n", " plt.plot(solvent_usage, capital_costs[i], color=colors[i], label=f'{N} stages')\n", " plt.sca(ax_recovery)\n", " plt.plot(solvent_usage, recoveries[i], color=colors[i], label=f'{N} stages')\n", " plt.sca(ax_concentration)\n", " plt.plot(solvent_usage, concentrations[i], color=colors[i], label=f'{N} stages')\n", "xticks = [0.2, 0.4, 0.6, 0.8, 1]\n", "bst.style_axis(ax_capex, yticks=[0, 200, 400, 600], xticks=xticks, xticklabels=False)\n", "plt.sca(ax_capex)\n", "plt.ylabel('Capital cost [10$^3 \\cdot$USD]')\n", "\n", "bst.style_axis(ax_recovery, yticks=[85, 90, 95, 100], xticks=xticks, xticklabels=False)\n", "plt.sca(ax_recovery)\n", "plt.ylabel('Recovery [%]')\n", "plt.ylim([85, 100])\n", "plt.legend()\n", "\n", "bst.style_axis(ax_concentration, yticks=[20, 60, 100, 140], xticks=xticks)\n", "plt.sca(ax_concentration)\n", "plt.ylabel('Concentration [kg$\\cdot$m$^3$]')\n", "plt.xlabel('Solvent to feed ratio (by vol)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4b5e80b9-6fe4-4380-a68f-088a704d533f", "metadata": {}, "source": [ "Note how there is a trade-off between solute concentration in the extract and recovery as a function of solvent. Increasing the number of stages may improve the recovery, but can lead to greater capital costs." ] } ], "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }