From 18f4724eebb4eccb5bb41ef529a2dd9755717d91 Mon Sep 17 00:00:00 2001 From: pratham2110 <119166522+pratham2110@users.noreply.github.com> Date: Fri, 3 Nov 2023 17:06:22 -0400 Subject: [PATCH] Add files via upload --- .../Wastewater-Treatment-Mass-Balance.ipynb | 270 ++++++++++++++---- 1 file changed, 211 insertions(+), 59 deletions(-) diff --git a/notebooks/contrib-dev/Wastewater-Treatment-Mass-Balance.ipynb b/notebooks/contrib-dev/Wastewater-Treatment-Mass-Balance.ipynb index 87fcc4f8..0b2c2453 100644 --- a/notebooks/contrib-dev/Wastewater-Treatment-Mass-Balance.ipynb +++ b/notebooks/contrib-dev/Wastewater-Treatment-Mass-Balance.ipynb @@ -9,6 +9,8 @@ "# Example of Mass Balance Problem in Wastewater Treatment Units\n", "Prepared by Annabelle Li (ali7@nd.edu) and Audrey Hansrisuk (ahansris@nd.edu)\n", "\n", + "Edited by Pratham Singh (psingh4@nd.edu)\n", + "\n", "**Reference:** Chapter 4 in *Elementary Principles of Chemical Processes*, 4th ed., Felder, R.M.; Rousseau, R.W.; Bullard, L.G. (2015), **Question 4.44**\n", "\n", "**Objectives:**\n", @@ -18,7 +20,7 @@ "3. Use Python to scale a system up/down.\n", "4. Use matplotlib to plot and visualize data.\n", "\n", - "**Target Audience:** Chemical engineering undergraduate students. \n", + "**Target Audience:** Chemical engineering undergraduate students.\n", "\n", "**Helpful Notebooks to Reference:**\n", "\n", @@ -39,7 +41,7 @@ "id": "4NpAxbJSZvrT" }, "source": [ - "#Wastewater Treatment Problem" + "#Overview: Wastewater Treatment Problem" ] }, { @@ -49,8 +51,7 @@ }, "source": [ "Effluents from metal-finishing plants have the potential of discharging undesirable quantities of metals, such as cadmium, nickel, lead, manganese, and chromium, in forms that are detrimental to water and air quality. A local metal-finishing plant has identified a wastewater stream that contains 5.15 wt% chromium (Cr) and devised the following approach to lowering risk and recovering the valuable metal. The wastewater stream is fed to a treatment unit that removes 95% of the chromium in the feed and recycles it to the plant. The residual liquid stream leaving the treatment unit is sent to a waste lagoon. The treatment unit has a maximum capacity of 4,500 kg wastewater/h. If wastewater leaves the finishing plant at a rate higher than the capacity of the treatment unit, the excess (anything above 4,500 kg/h) bypasses the unit and combines with the residual liquid leaving the unit, and the combined stream goes to the waste lagoon.\n", - "\n", - 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)" + "\n" ] }, { @@ -87,7 +88,9 @@ "outputs": [], "source": [ "import numpy as np\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "from matplotlib.ticker import MaxNLocator\n", + "from matplotlib.ticker import FormatStrFormatter\n" ] }, { @@ -101,10 +104,12 @@ "\n", "**Answer:**\n", "\n", - "Degrees of Freedom (DOF) for each point, where $DOF = unknowns - equations$.\n", + "Degrees of Freedom (*DOF*) for each point is given by:\n", "\n", + "*DOF* = (Number of Unknown Variables) - (Number of Equations)\n", "\n", - "* Overall process: $DOF = 2$ \n", + "\n", + "* Overall process: $DOF = 2$\n", "* Treatment unit: $DOF = 2$\n", "* Mixing point 1: $DOF = 1$\n", "* Mixing point 2: $DOF = 3$\n", @@ -117,7 +122,7 @@ "id": "Qmg6B5wzyqKb" }, "source": [ - "![Flowchart.png](../../media/waster_water_process.png)" + "![Flowchart.png](https://ndcbe.github.io/data-and-computing/_images/waster_water_process.png)" ] }, { @@ -127,7 +132,7 @@ }, "source": [ "## 2. Mathematical Model to Solve for Unknowns\n", - "Propose a mathematical model in to solve for all unknowns. Assume $m_{1}$ = 6,000 kg/h. First, develop a model to solve for the molar flow rates, and then develop another model to solve for the mass fractions. *Hint: Use matrices to develop the mathmetical models, thinking of it in the form of $\\mathbf{A}x=b$. Refer to this [Notebook](https://ndcbe.github.io/data-and-computing/notebooks/04/Modeling-Systems-of-Linear-Equations.html) for additional information. These models will then be solved separately in Question 3 to keep all equations linear.*" + "Propose a mathematical model to solve for all unknowns. Assume $m_{1}$ = 6,000 kg/h. First, we will develop a model to solve for the molar flow rates, and then write another model to solve for the mass fractions. *Hint: Use matrices to develop the mathematical models, thinking of it in the form of $\\mathbf{A}x=b$. Refer to this [Notebook: Modeling Systems of Linear Equations](https://ndcbe.github.io/data-and-computing/notebooks/04/Modeling-Systems-of-Linear-Equations.html) for additional information. These models will then be solved separately in Section 3 to keep all equations linear.*" ] }, { @@ -168,16 +173,16 @@ "0 & 1 & 0 & 0\\\\\n", "0 & 1 & 1 & 0\\\\\n", "0 & 1 & 0 & 1\n", - "\\end{bmatrix} \\cdot \n", + "\\end{bmatrix} \\cdot\n", "\\begin{bmatrix}\n", "\tm_3 \\\\\n", "\tm_4 \\\\\n", "\tm_5 \\\\\n", "\tm_6\n", - "\\end{bmatrix} = \n", + "\\end{bmatrix} =\n", "\\begin{bmatrix}\n", - "\tm_1 - m_2 \\\\\n", - "\t0.95m_2\\times x_{2,Cr} \\\\\n", + "\t(m_1 - m_2) \\\\\n", + "\t(0.95m_2\\times x_{2,Cr}) \\\\\n", "\tm_2 \\\\\n", "\tm_1\n", "\\end{bmatrix}\n", @@ -206,16 +211,16 @@ "-m_5 & m_6 & 0 & 0\\\\\n", "1 & 0 & 1 & 0\\\\\n", "0 & 1 & 0 & 1\n", - "\\end{bmatrix} \\cdot \n", + "\\end{bmatrix} \\cdot\n", "\\begin{bmatrix}\n", "\tx_{5,Cr} \\\\\n", "\tx_{6,Cr} \\\\\n", "\tx_{5,H_{2}O} \\\\\n", "\tx_{6,H_{2}O}\n", - "\\end{bmatrix} = \n", + "\\end{bmatrix} =\n", "\\begin{bmatrix}\n", - "\tm_2\\times x_{2,Cr} - m_4\\times x_{4,Cr} \\\\\n", - "\tm_3\\times x_{3,Cr} \\\\\n", + "\t(m_2\\times x_{2,Cr}) - (m_4\\times x_{4,Cr}) \\\\\n", + "\t(m_3\\times x_{3,Cr}) \\\\\n", "\t1 \\\\\n", "\t1\n", "\\end{bmatrix}\n", @@ -244,7 +249,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 27, "metadata": { "id": "EfAffa805hcr" }, @@ -289,18 +294,18 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 28, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "sDPOeqB_Nir1", - "outputId": "6fd6800f-b8c7-4020-b001-9d5abc9a0238" + "outputId": "6ae20840-9843-46c8-ea1b-14bea5bf9b5d" }, "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "The mass flows are:\n", "m3 = 1500.0 kg/h\n", @@ -325,7 +330,8 @@ "for i in range(len(m_flow)):\n", " print(f\"m{i+3} = {m_flow[i]:.1f} kg/h\")\n", "\n", - "### END SOLUTIONS" + "### END SOLUTIONS\n", + "" ] }, { @@ -335,23 +341,23 @@ }, "source": [ "###3b. Matrix Rank and Condition Number\n", - "What is the rank and condition number of the A matrix in your mathematical model? Print your answers to the screen. *Hint: Refer to this [Notebook](https://ndcbe.github.io/data-and-computing/notebooks/04/Condition-Number.html) for notes on matrix rank and condition number.*" + "What is the rank and condition number of the A matrix in your mathematical model? Print your answers to the screen. *Hint: Refer to this [Notebook: Errors in Linear Systems](https://ndcbe.github.io/data-and-computing/notebooks/04/Condition-Number.html) for notes on matrix rank and condition number.*" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "lWUa2YcET1bT", - "outputId": "7935fb26-6ca6-4cc5-b474-d707470a0ed7" + "outputId": "73b52df6-6f3b-4364-e42f-446ff890ed35" }, "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "Rank = 4\n", "Condition number = 3.7320508075688776\n" @@ -359,10 +365,12 @@ } ], "source": [ + "\n", "### BEGIN SOLUTIONS\n", "print(\"Rank =\", np.linalg.matrix_rank(A))\n", "print(\"Condition number =\", np.linalg.cond(A))\n", - "### END SOLUTIONS" + "### END SOLUTIONS\n", + "" ] }, { @@ -388,24 +396,24 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 30, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ah3zor5qJENL", - "outputId": "4c2aa300-05c1-4796-b2c4-c88c0b943a40" + "outputId": "73c19cba-1699-4d38-9328-ed3de3b936d9" }, "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "The mass fractions are:\n", "x5_Cr = 0.00271 kg Cr/kg\n", - "x6_Cr = 0.03119 kg Cr/kg\n", + "x6_Cr = 0.01537 kg Cr/kg\n", "x5_H2O = 0.99729 kg H2O/kg\n", - "x6_H2O = 0.96881 kg H2O/kg\n" + "x6_H2O = 0.98463 kg H2O/kg\n" ] } ], @@ -458,37 +466,35 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 43, "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 290 + "height": 624 }, "id": "HwGsxSuSko6T", - "outputId": "5ff88d7e-4260-497f-dea4-2397d4e2c6ed" + "outputId": "ee8d79b7-8c12-4166-d2cd-47987487364a" }, "outputs": [ { + "output_type": "display_data", "data": { - "image/png": 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", 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\n" }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": {} } ], "source": [ - "### BEGIN SOLUTIONS\n", + "import matplotlib.pyplot as plt\n", "\n", "# Initialize m1 and x6 lists\n", "m1_values = []\n", "x6_values = []\n", "\n", - "for m1 in range(1000,11000,500):\n", + "for m1 in range(1000, 11000, 500):\n", " # Update list of m1 values\n", " m1_values.append(m1)\n", "\n", @@ -500,22 +506,36 @@ "\n", " # Solve for unknown flow rates and mass fractions\n", " m_flow = solve_flow(m1, m2)\n", - " x_mass = solve_comp(m2, m_flow) # x_mass = [x5_Cr, x6_Cr, x5_H2O, x6_H2O]\n", + " x_mass = solve_comp(m2, m_flow) # x_mass = [x5_Cr, x6_Cr, x5_H2O, x6_H2O]\n", "\n", " # Update list of x6 values\n", " x6_values.append(x_mass[1])\n", "\n", - "plt.figure(figsize=(4,4))\n", - "plt.plot(m1_values,x6_values,'bx',markersize=8)\n", - "plt.xlabel(\"$m_{1}$ [kg/h]\",fontsize=16,fontweight='bold')\n", - "plt.ylabel(\"$x_{6}$ [kg Cr/kg]\",fontsize=16,fontweight='bold')\n", - "plt.xticks(fontsize=15)\n", - "plt.yticks(fontsize=15)\n", - "plt.tick_params(direction=\"in\",top=True, right=True)\n", - "plt.grid(False)\n", - "plt.show()\n", + "# Create a publication-quality plot with reduced size\n", + "plt.figure(figsize=(4, 3), dpi=200) # Set figure size and DPI for a smaller plot\n", + "plt.plot(m1_values, x6_values, 'bo-', markersize=6, label='x6_Cr') # Use blue circles with a solid line\n", "\n", - "### END SOLUTIONS" + "# Customize plot appearance with reduced font size (60% of the current size)\n", + "plt.xlabel(\"Mass Flow Rate [kg/h]\", fontsize=0.6 * 16, fontweight='bold')\n", + "plt.ylabel(\"Mass Fraction of Chromium [kg Cr/kg]\", fontsize=0.6 * 16, fontweight='bold')\n", + "plt.xticks(fontsize=0.6 * 12)\n", + "plt.yticks(fontsize=0.6 * 12)\n", + "plt.tick_params(direction=\"in\", top=True, right=True)\n", + "plt.grid(True, linestyle='--', alpha=0.6) # Add a grid with dashed lines\n", + "\n", + "# Add a legend with reduced font size\n", + "plt.legend(fontsize=0.6 * 12)\n", + "\n", + "# Customize plot title and axis labels with reduced font size\n", + "plt.title(\"Chromium Mass Fraction vs. Mass Flow Rate\", fontsize=0.6 * 18, fontweight='bold')\n", + "plt.xlabel(\"Mass Flow Rate [kg/h]\", fontsize=0.6 * 16, fontweight='bold')\n", + "plt.ylabel(\"Mass Fraction of Chromium [kg Cr/kg]\", fontsize=0.6 * 16, fontweight='bold')\n", + "\n", + "# Save the plot as a high-resolution image (e.g., in PNG format)\n", + "plt.savefig(\"smaller_plot.png\", bbox_inches='tight')\n", + "\n", + "# Show the plot\n", + "plt.show()\n" ] }, { @@ -540,14 +560,146 @@ "\n", "**Answer:** In deciding whether to add capacity to the treatment, it's important to know the cost of additional capacity. For example, the costs of installation and maintenance, revenue from additional recovered Cr, anticipated wastewater production in coming years, capacity of waste lagoon, regulatory limits on Cr emissions. Depending on these values, it can be determined whether it's best to add capacity to the treatment unit or not." ] + }, + { + "cell_type": "markdown", + "source": [ + "#6. Economic Analysis of Chromium\n", + "\n", + "Develop a function ``econ_cr`` to evaluate the cost of the chromium that is going to waste stream when the inlet flow is above 4500 kg/h.\n" + ], + "metadata": { + "id": "KsIEHKlIpO1y" + } + }, + { + "cell_type": "code", + "source": [ + "def econ_cr(m1, cost_per_kg):\n", + " \"\"\"\n", + " Calculate the cost of chromium in the waste stream x6 for m1.\n", + "\n", + " Arguments:\n", + " m1: Inlet feed flow\n", + " cost_per_kg_chromium: Cost per kilogram of chromium (USD)\n", + "\n", + " Returns:\n", + " chromium_cost: Total cost of chromium in the waste stream (USD)\n", + " \"\"\"\n", + " # BEGIN SOLUTION\n", + " if m1 >= 4500:\n", + " m2 = 4500\n", + " else:\n", + " m2 = m1\n", + "\n", + " m_flow = solve_flow(m1, m2)\n", + " x_mass = solve_comp(m2, m_flow)\n", + "\n", + " # Calculate the mass of chromium in the waste stream\n", + " if m1 >= 4500:\n", + " mass_chromium_waste = (m1 - 4500) * x1_Cr\n", + " else:\n", + " mass_chromium_waste = 0\n", + "\n", + " # Calculate the cost of chromium in the waste stream\n", + " chromium_cost = mass_chromium_waste * cost_per_kg\n", + "\n", + " return chromium_cost\n", + "# END SOLUTION" + ], + "metadata": { + "id": "9OcmThaM8NG-" + }, + "execution_count": 61, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "Assume the value of chromium per kg is $9. Estimate the cost of chromium for different flow rate and the print the cost. Also plot the varying inlet flow vs chromium value in the waste stream." + ], + "metadata": { + "id": "vE-sqCw6t0Rx" + } + }, + { + "cell_type": "code", + "source": [ + "# BEGIN SOLUTION\n", + "\n", + "# Your data and calculations for chromium cost\n", + "m1_values = range(1000, 11000, 500)\n", + "cost_per_kg= 9\n", + "chromium_costs = [econ_cr(m1,cost_per_kg) for m1 in m1_values]\n", + "\n", + "# Create a figure with custom size and high DPI\n", + "plt.figure(figsize=(4, 3), dpi=200)\n", + "\n", + "# Plot the data with a solid red line and circular markers\n", + "plt.plot(m1_values, chromium_costs, 'r-o', markersize=6, label=\"Chromium Cost\")\n", + "\n", + "# Set axis labels and title with increased font size and bold style\n", + "plt.xlabel(\"Inlet Flow (m1) [kg/h]\", fontsize=16, fontweight='bold')\n", + "plt.ylabel(\"Chromium Cost [$]\", fontsize=16, fontweight='bold')\n", + "plt.title(\"Chromium Cost vs. Inlet Flow\", fontsize=18, fontweight='bold')\n", + "\n", + "# Increase tick label font size\n", + "plt.xticks(fontsize=14)\n", + "plt.yticks(fontsize=14)\n", + "\n", + "# Add a grid\n", + "plt.grid(True, linestyle='--', alpha=0.7)\n", + "\n", + "# Add a legend\n", + "plt.legend(fontsize=14)\n", + "\n", + "# Save the plot to a high-quality file (e.g., PNG or PDF) for publication\n", + "plt.savefig(\"chromium_cost_plot.png\", bbox_inches='tight')\n", + "\n", + "# Show the plot\n", + "plt.show()\n", + "\n", + "# END SOLUTION\n", + "\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 685 + }, + "id": "wBcKzlJN8Tut", + "outputId": "43b7083a-76ae-4b0c-d39f-75bb6fd96459" + }, + "execution_count": 63, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Discussion: Is it economically and environmentally worthwhile to recover chromium in the circular economy, given the associated cost of recovery?\n", + "\n", + "**Your Answer:** The circular economy approach for chromium recovery involves recycling and reusing chromium-containing materials to minimize waste and resource consumption. While the cost of chromium recovery may initially appear high, its economic and environmental worth is determined by the combination of market conditions, technological advancements, and regulatory support. Given the strategic importance of chromium and the desire to reduce its environmental impact, the cost of recovery can be justified in a circular economy framework. It is not only a matter of economic feasibility but also a proactive step towards sustainable resource management and environmental responsibility." + ], + "metadata": { + "id": "qvf8GwgUvf1U" + } } ], "metadata": { "colab": { "collapsed_sections": [ - "DDVNeQMWYUaG", - "k4HCkABDkPll", - "pjxObl08j9Vc" + "DDVNeQMWYUaG" ], "provenance": [] }, @@ -561,4 +713,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} +} \ No newline at end of file