{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "ULZ3pEqpPILc" }, "source": [ "# Structural Optimization of a wingbox\n", "\n", "In the previous notebook we have seen the structural analysis of a single wingbox cell. We would like however to use these tools to optimize the various parameters of the wingbox in order to minimize the weight of the structure. In order to do so let's remind ourselves what exactly we can change in order to improve the performance of this wingbox.\n", "\n", "In the previous notebook we had defined the following parameters in order to perform the analysis.\n", "\n", "- $n_{cell}$ - Number of cells\n", "- $\\text{loc}_{sp}$ - The location of the spars\n", "- $t_{sk}$ - The thickness of the skin in each cell\n", "- $A_{str}$ - The area of the stringers\n", "- $t_{sp}$ - The thickness of the spars\n", "- $n_{str}$ - The amount of stringers per cell\n", "\n", "\n", "These variables were then loaded in the API data structure as shown below:\n", "\n", "```C\n", "attr_dict = {\n", " \"n_cell\":4,\n", " \"spar_loc_nondim\":[0.3, 0.5, 0.7],\n", " \"t_sk_cell\":[0.002,0.004,0.004, 0.004],\n", " \"area_str\":20e-6,\n", " \"t_sp\":0.008,\n", " \"str_cell\":[8,8,7,8]\n", "}\n", "\n", "wingbox_struct = tud.Wingbox(**attr_dict)\n", "```\n", "\n", "However, there will be one major change. For the structural analysis of a wingbox only the stringer area is relevant however for the constraints the geometry of said stringers is also important as you will see further up in this notebook.\n", "\n", "So in the optimization of the wingbox we wil add the stringer height, width and thickness to the optimization parameters.\n", "\n", "The parameters which we will optimize for are the skin thickness in each cell, the area of the stringers, the thickness of the spars and finally the stringer of the cell. This leaves the amount of cells, the spar locations and the bay length to be decided by the designers. The reasoning behind this is that usually your rib and spar locations are constrained the placement of other systems in the wing such as the flap and slat mechanism. Below a summary can be found of the fixed and optimization parameters:\n", "\n", "\n", "| **Optimiziation Parameters** \t| **Fixed Parameters** \t|\n", "|--------------------------------------\t|----------------------\t|\n", "| Skin thickness in each cell \t| The amount of cells \t|\n", "| Stringer width \t| Spar locations \t|\n", "| Stringer height \t| Bay length|\n", "| Stringer thickness \t| \t|\n", "| Spar thickness \t| \t|\n", "| The amount of stringers in each cell \t| \t|\n", "\n", "\n", "\n", "# Laying out a framework for a full wing optimization\n", "\n", "In order define our constraints later on we will have to divide the wing in sections called bays. Each bay is enclosed by two ribs, thus the length of these bays is for the designer to decide. Once, a bay is defined, we can further split this up in a collection of flat sheets. Where each sheet is in turn enclosed by stringers. The boundary conditions for these stringers have been decided to be simply supported. In [figure 1](#figure1) we can see the result of the partitioning that was just described. Although we will not model the effects of taper (Future implementation).\n", "\n", "
\n", "

\n", "\n", "
\n", "

\n", "

\n", "Figure 1: Wing modeled as a combination of simply supported sheets and simply supported bays. Figure taken from T.H.G Megson, Aircraft Structures For Engineering Students\n", "

\n", "
\n", "\n", "Now that our wing has been divided into bays, and the bays respectively into sheets we can limit the scope of the optimization. Instead, of optimizing for the entire wing simultaneously we will optimize each bay. In [figure 2](#figure2) an overview is found on how the optimization in this notebook will tackle the sizing of the structural members in the wing.\n", "\n", "
\n", "

\n", "\n", "
\n", "

\n", "

\n", "Figure 2: An overview of the optimization procedure for an entire wing. \n", "

\n", "
\n", "\n", "The following sections will now enclose how to optimize a single one of these bays, starting with constraining the design space.\n", "\n", "# Constraining the design\n", "\n", "During the optimization it is important we set the minimum constraints the design should meet. Otherwise, the optimum solution would be no wingbox at all. For the API documentation of all these constraints please visit [constraints documentation](https://saullocastro.github.io/tuduam/constraints.html). We'll cover the most important ones in this document and link to the documentation for the remainder of the constraints.\n", "\n", "### Buckling\n", "\n", "As previously discussed, a section of the wingbox is divided up in plates. Knowing these plates are simply supported we can compute the critical instability in both shear and compression using equations 1 and 2, respectively:\n", "\n", "$$\n", "\\tag{1}\n", "\\sigma_{cr} = k_b \\frac{pi^2 E}{12(1 - \\nu)} \\left(\\frac{t_{sk}}{b}\\right)^2\n", "$$\n", "\n", "$$\n", "\\tag{2}\n", "\\sigma_{cr} = k_c \\frac{pi^2 E}{12(1 - \\nu)} \\left(\\frac{t_{sk}}{b}\\right)^2\n", "$$\n", "\n", "For the specifics on $k_b$ and $k_c$, please review the [API documentation](https://saullocastro.github.io/tuduam/).\n", "\n", "Whilst, we could simply apply them individually these two critical loads are not independent from each other. In increased shear loading, decreases the compression capability of the sheet. Hence, we use an interaction curve as described in equation 3.\n", "\n", "$$\n", "\\tag{3}\n", "\\frac{N_x}{N_{x,crit}} + \\left(\\frac{N_{xy}}{N_{xy,crit}}\\right)^2 < 1\n", "$$\n", "\n", "In equation 3, $N_{x,crit}$ is computed with equation 2 and $N_{xy,crit}$ with equation 1. $N_x$ and $N_{xy}$ are the loads specified by the user.\n", "\n", "Finally, we also constrain the design using global skin buckling as a stiffened panel can also buckle as a whole.\n", "In this case, the width of the panel is utilized instead of the stringer pitch, and simply supported conditions\n", "can be assumed. The contribution of the stringers that still provide a stiffening effect can be considered by\n", "smearing their thickness to the skin thickness, as in Equation 47.\n", "\n", "$$\n", "\\tag{47}\n", "t_{smeared} = \\frac{t_{sk} \\cdot b + N_{str} \\cdot A_{st}}{b}\n", "$$\n", "\n", "The smeared thickness is substituted in the equation for critical sheet compression.\n", "The constraint is expressed below.\n", "\n", "$$\n", "\\sigma_{cr,glob} - \\sigma_{cr,loc} \\geq 0\n", "$$\n", "\n", "\n", "### Von Mises failure Criterion\n", "\n", "\n", "Besides buckling we also do not want the wingbox to yield. Hence we also apply the von Mises yield criterion. Considering the direct stresses and plane stresses that occur in the wingbox we can derive equation 4.\n", "\n", "\n", "\n", "\n", "$$\n", "\\begin{align*}\n", "\\sigma_y & \\geq \\sigma_v \\\\\n", "\\tag{4}\n", "\\sigma_y & \\geq \\sqrt{\\sigma_{11}^2 + 3\\tau^2} \\\\\n", "\\end{align*}\n", "$$\n", "\n", "Abiding by this constraint ensures that the wingbox does not yield under the expected loads.\n", "\n", "### Other constraints\n", "\n", "- [Column Stringer buckling](https://saullocastro.github.io/tuduam/constraints.html#tuduam.structures.constraints.IsotropicWingboxConstraints.column_str_buckling)\n", "- [Crippling](https://saullocastro.github.io/tuduam/constraints.html#tuduam.structures.constraints.IsotropicWingboxConstraints.crippling)\n", "- [Stringer Flange Buckling](https://saullocastro.github.io/tuduam/constraints.html#tuduam.structures.constraints.IsotropicWingboxConstraints.stringer_flange_buckling) (similar to buckling of sheet, except different BC's)\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "qwmXwWVVYsdn" }, "source": [ "# Leveraging Python for the optimization\n", "\n", "In order to leverage Python for our optimization, we will first have to install two libraries into the `google collab` environment. These are `tuduam` and `pymoo`, tuduam is a library specifically tailored for this course and pymoo a library for multi-objective optimization. Please run the code cell below in order to do." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "h5kszYMmPILe", "outputId": "f345bed6-32d1-4578-e7dd-a435a244dab2" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Requirement already satisfied: tuduam in /usr/local/lib/python3.10/dist-packages (2024.15)\n", "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from tuduam) (1.26.4)\n", "Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (from tuduam) (1.13.1)\n", "Requirement already satisfied: pymoo in /usr/local/lib/python3.10/dist-packages (0.6.1.3)\n", "Requirement already satisfied: numpy>=1.15 in /usr/local/lib/python3.10/dist-packages (from pymoo) (1.26.4)\n", "Requirement already satisfied: scipy>=1.1 in /usr/local/lib/python3.10/dist-packages (from pymoo) (1.13.1)\n", "Requirement already satisfied: matplotlib>=3 in /usr/local/lib/python3.10/dist-packages (from pymoo) (3.7.1)\n", "Requirement already satisfied: autograd>=1.4 in /usr/local/lib/python3.10/dist-packages (from pymoo) (1.6.2)\n", "Requirement already satisfied: cma==3.2.2 in /usr/local/lib/python3.10/dist-packages (from pymoo) (3.2.2)\n", "Requirement already satisfied: alive-progress in /usr/local/lib/python3.10/dist-packages (from pymoo) (3.1.5)\n", "Requirement already satisfied: dill in /usr/local/lib/python3.10/dist-packages (from pymoo) (0.3.8)\n", "Requirement already satisfied: Deprecated in /usr/local/lib/python3.10/dist-packages (from pymoo) (1.2.14)\n", "Requirement already satisfied: future>=0.15.2 in /usr/local/lib/python3.10/dist-packages (from autograd>=1.4->pymoo) (1.0.0)\n", "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (1.2.1)\n", "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (4.53.1)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (1.4.5)\n", "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (24.1)\n", "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (9.4.0)\n", "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (3.1.2)\n", "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3->pymoo) (2.8.2)\n", "Requirement already satisfied: about-time==4.2.1 in /usr/local/lib/python3.10/dist-packages (from alive-progress->pymoo) (4.2.1)\n", "Requirement already satisfied: grapheme==0.6.0 in /usr/local/lib/python3.10/dist-packages (from alive-progress->pymoo) (0.6.0)\n", "Requirement already satisfied: wrapt<2,>=1.10 in /usr/local/lib/python3.10/dist-packages (from Deprecated->pymoo) (1.16.0)\n", "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib>=3->pymoo) (1.16.0)\n", "fatal: destination path 'tuduam' already exists and is not an empty directory.\n" ] } ], "source": [ "!pip install tuduam\n", "!pip install pymoo\n", "!git clone https://github.com/saullocastro/tuduam.git\n", "# If the following error occurs \"fatal: destination path 'tuduam' already exists and is not an empty directory.\" please continue as your environment is already set up correctly" ] }, { "cell_type": "markdown", "metadata": { "id": "6G0qdsbrWF1H" }, "source": [ "# Initialisation of parameters\n", "\n", "To start the initialisation of the optimisation that we are going to perform there are a two parameters that require a definition as these are designer choices." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "MlqExrbPPILf" }, "outputs": [], "source": [ "import os\n", "import sys\n", "# sys.path.append(\"/content/tuduam\")\n", "# os.chdir(\"/content/tuduam\")\n", "import tuduam\n", "# import importlib\n", "# importlib.reload(tuduam) # Force reload of the module\n", "from tuduam.data_structures import Wingbox, Material\n", "\n", "\n", "\n", "\n", "attr_dict = {\n", " \"n_cell\":4,\n", " \"spar_loc_nondim\":[0.3, 0.5, 0.75],\n", " \"str_cell\": [9,7,9,8]\n", "}\n", "\n", "mat_dict = {\n", " \"young_modulus\":3e9,\n", " \"shear_modulus\":80e9,\n", " \"safety_factor\":1.5,\n", " \"load_factor\":1.0,\n", " \"poisson\":0.3,\n", " \"density\":1600,\n", " \"beta_crippling\":1.42,\n", " \"sigma_ultimate\":407000000.0,\n", " \"sigma_yield\":407000000.0,\n", " \"g_crippling\":5\n", " }\n", "\n", "mat_struct = Material(**mat_dict)\n", "wingbox_struct = Wingbox(**attr_dict)" ] }, { "cell_type": "markdown", "metadata": { "id": "y456Vm7U6eGH" }, "source": [ "Having this definitnon we can now start the optimization. Before continuing it is probably useful to first take a look through the API documentation for the class and its methods that we will be using. The class that we will be using is `SectionOpt` which is situated in the `structures`subpackage in tuduam. The link to the [API docs](https://saullocastro.github.io/tuduam/optimization.html#tuduam.structures.optimization.SectionOpt) can be found here.\n", "\n", "Before iterating for an entire wing, let us first do an example for a single section. We'll take a section of the wing where the mean chord, $\\bar{c} = 2$ and the length of this section $b = 1.2$. For the airfoil, we'll use th NACA 4412. For the amount of cells and spar locations we'll use the previously defined values." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "id": "YY6uewag_YOQ" }, "outputs": [], "source": [ "from tuduam.structures import SectionOpt\n", "import os\n", "\n", "\n", "chord = 3 # Chord length\n", "coord_path = os.path.realpath(os.path.join(os.path.abspath('.'), 'tuduam', 'examples', 'naca_4412.txt')) # Path to airfoil coordinates\n", "len_sec = .2 # Lenght of the section\n", "\n", "opt_obj = SectionOpt(coord_path, chord, len_sec, wingbox_struct, mat_struct)" ] }, { "cell_type": "markdown", "metadata": { "id": "EC4p94hYBHAV" }, "source": [ "Remember figure 2 which portrayed the top view of the optimization loop. Let us start at the core, i.e the optimization that is run for a fixed amount of stringers. For us these stringers were defined `wingbox_struct`. This optimization in the library is defined in the method `GA_optimize`, here you can find the [specifics](https://saullocastro.github.io/tuduam/optimization.html#tuduam.structures.optimization.SectionOpt.GA_optimize).\n", "\n", "Let's run the optimization below with some typical values for the loads! Also note that we specify the upper and lower boundsFeel free to alter them and watch the design change.\n" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "mgGmfnVjDT-u", "outputId": "d822bf73-0cda-423b-8cb3-09aa3801ec3e" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:331: UserWarning: The thickness of stringer is larger than than the height of the stringer perhaps resulting in a negative area.\n", " warn(\"The thickness of stringer is larger than than the height of the stringer perhaps resulting in a negative area.\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:334: UserWarning: The thickness of stringer is larger than than the width of the stringer resulting in nonsensical geometries.\n", " warn(\"The thickness of stringer is larger than than the width of the stringer resulting in nonsensical geometries.\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:339: UserWarning: The stringer area is negative, please see previous error\n", " warn(\"The stringer area is negative, please see previous error\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:331: UserWarning: The thickness of stringer is larger than than the height of the stringer perhaps resulting in a negative area.\n", " warn(\"The thickness of stringer is larger than than the height of the stringer perhaps resulting in a negative area.\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:334: UserWarning: The thickness of stringer is larger than than the width of the stringer resulting in nonsensical geometries.\n", " warn(\"The thickness of stringer is larger than than the width of the stringer resulting in nonsensical geometries.\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:339: UserWarning: The stringer area is negative, please see previous error\n", " warn(\"The stringer area is negative, please see previous error\")\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/constraints.py:437: RuntimeWarning: invalid value encountered in scalar power\n", " * (g * self.t_st ** 2 / self.area_str * np.sqrt(E / sigma_y)) ** m\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/constraints.py:437: RuntimeWarning: invalid value encountered in scalar power\n", " * (g * self.t_st ** 2 / self.area_str * np.sqrt(E / sigma_y)) ** m\n", "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:635: UserWarning: Negative boom areas encountered this is currently a bug, temporary fix takes the absolute value\n", " warn(\"Negative boom areas encountered this is currently a bug, temporary fix takes the absolute value\")\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "=================================================================================\n", "n_gen | n_eval | cv_min | cv_avg | f_avg | f_min \n", "=================================================================================\n", " 1 | 20 | nan | nan | - | -\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.10/dist-packages/tuduam/structures/wingbox.py:635: UserWarning: Negative boom areas encountered this is currently a bug, temporary fix takes the absolute value\n", " warn(\"Negative boom areas encountered this is currently a bug, temporary fix takes the absolute value\")\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ " 2 | 40 | 5.892335E+05 | 2.586893E+06 | - | -\n", " 3 | 60 | 1.597098E+04 | 8.828549E+05 | - | -\n", " 4 | 80 | 1.475767E+04 | 4.876832E+05 | - | -\n", " 5 | 100 | 1.572664E+02 | 2.307658E+05 | - | -\n", " 6 | 120 | 1.330916E+02 | 1.778502E+04 | - | -\n", " 7 | 140 | 8.390189E+01 | 3.090627E+02 | - | -\n", " 8 | 160 | 4.823260E+01 | 1.332849E+02 | - | -\n", " 9 | 180 | 2.876452E+01 | 1.026962E+02 | - | -\n", " 10 | 200 | 2.354275E+01 | 6.086254E+01 | - | -\n", " 11 | 220 | 1.767519E+01 | 3.868588E+01 | - | -\n", " 12 | 240 | 1.767519E+01 | 2.547644E+01 | - | -\n", " 13 | 260 | 1.457934E+01 | 2.154567E+01 | - | -\n", " 14 | 280 | 1.457934E+01 | 1.884780E+01 | - | -\n", " 15 | 300 | 7.3260777168 | 1.565098E+01 | - | -\n", " 16 | 320 | 5.5390067387 | 1.291093E+01 | - | -\n", " 17 | 340 | 5.5214687616 | 9.3546616528 | - | -\n", " 18 | 360 | 5.3663213535 | 6.5134697471 | - | -\n", " 19 | 380 | 5.1252980579 | 5.4626972814 | - | -\n", " 20 | 400 | 2.7705223748 | 5.1812955117 | - | -\n", " 21 | 420 | 1.8802673609 | 4.4893896406 | - | -\n", " 22 | 440 | 0.8128057312 | 3.1804604891 | - | -\n", " 23 | 460 | 0.7976215623 | 2.0264520478 | - | -\n", " 24 | 480 | 0.3837283234 | 1.1931978843 | - | -\n", " 25 | 500 | 0.3453816585 | 0.7119007667 | - | -\n", " 26 | 520 | 0.0047099656 | 0.5012213253 | - | -\n", " 27 | 540 | 0.0047099656 | 0.2679410870 | - | -\n", " 28 | 560 | 0.0042659691 | 0.1118058332 | - | -\n", " 29 | 580 | 0.0042659691 | 0.0059999780 | - | -\n", " 30 | 600 | 0.0038944594 | 0.0045613230 | - | -\n", " 31 | 620 | 0.0034608084 | 0.0043678042 | - | -\n", " 32 | 640 | 0.0026648398 | 0.0039910481 | - | -\n", " 33 | 660 | 0.0023822746 | 0.0034588027 | - | -\n", " 34 | 680 | 0.0014011219 | 0.0029460993 | - | -\n", " 35 | 700 | 0.000000E+00 | 0.0022065751 | 0.0429117122 | 0.0429117122\n", " 36 | 720 | 0.000000E+00 | 0.0014997832 | 0.0430613629 | 0.0429117122\n", " 37 | 740 | 0.000000E+00 | 0.0008837850 | 0.0428172072 | 0.0413998642\n", " 38 | 760 | 0.000000E+00 | 0.0000371314 | 0.0427315086 | 0.0411576838\n", " 39 | 780 | 0.000000E+00 | 0.000000E+00 | 0.0422681761 | 0.0410578780\n", " 40 | 800 | 0.000000E+00 | 0.000000E+00 | 0.0415369764 | 0.0409264512\n", " 41 | 820 | 0.000000E+00 | 0.000000E+00 | 0.0411469917 | 0.0405330817\n", " 42 | 840 | 0.000000E+00 | 0.000000E+00 | 0.0409429253 | 0.0404786924\n", " 43 | 860 | 0.000000E+00 | 0.000000E+00 | 0.0406877301 | 0.0397829212\n", " 44 | 880 | 0.000000E+00 | 0.000000E+00 | 0.0405264004 | 0.0397829212\n", " 45 | 900 | 0.000000E+00 | 0.000000E+00 | 0.0403892590 | 0.0397829212\n", " 46 | 920 | 0.000000E+00 | 0.000000E+00 | 0.0402376947 | 0.0391904389\n", " 47 | 940 | 0.000000E+00 | 0.000000E+00 | 0.0399770525 | 0.0388116677\n", " 48 | 960 | 0.000000E+00 | 0.000000E+00 | 0.0395450563 | 0.0387084247\n", " 49 | 980 | 0.000000E+00 | 0.000000E+00 | 0.0390217266 | 0.0383586854\n", " 50 | 1000 | 0.000000E+00 | 0.000000E+00 | 0.0387678747 | 0.0383586854\n", " 51 | 1020 | 0.000000E+00 | 0.000000E+00 | 0.0386958158 | 0.0383561457\n", " 52 | 1040 | 0.000000E+00 | 0.000000E+00 | 0.0385594842 | 0.0381963505\n", " 53 | 1060 | 0.000000E+00 | 0.000000E+00 | 0.0383947490 | 0.0381682142\n", " 54 | 1080 | 0.000000E+00 | 0.000000E+00 | 0.0382808392 | 0.0381682142\n", " 55 | 1100 | 0.000000E+00 | 0.000000E+00 | 0.0381951416 | 0.0380180272\n", " 56 | 1120 | 0.000000E+00 | 0.000000E+00 | 0.0381173639 | 0.0378847512\n", " 57 | 1140 | 0.000000E+00 | 0.000000E+00 | 0.0380221608 | 0.0378824289\n", " 58 | 1160 | 0.000000E+00 | 0.000000E+00 | 0.0379554328 | 0.0378442887\n", " 59 | 1180 | 0.000000E+00 | 0.000000E+00 | 0.0378859941 | 0.0377812016\n", " 60 | 1200 | 0.000000E+00 | 0.000000E+00 | 0.0378435873 | 0.0377159718\n", "\n", "\n", "======== Results ==========\n", "Skin thickness = [6.38311823 6.59095961 6.03707018 4.61159371] mm\n", "Spar thickness = 4.996795247355678 mm\n", "Stringer thickness = 4.2038652157530505 mm\n", "Stringer width= 5.7953735714898995 mm\n", "Stringer height = 9.85470647635964 mm\n" ] } ], "source": [ "import numpy as np\n", "\n", "shear_y = 30e3\n", "shear_x = 15000\n", "moment_y = 4e2\n", "moment_x = 30e3\n", "applied_loc = 0.45\n", "opt = SectionOpt(coord_path, chord, len_sec, wingbox_struct, mat_struct)\n", "\n", "upper_bnds = 8*[0.012]\n", "lower_bnds = 4*[0.0001] + [0.003] + [0.001] + 2*[0.003]\n", "res = opt.GA_optimize(shear_y, shear_x, moment_y, moment_x, applied_loc, upper_bnds, lower_bnds, pop=20, n_gen= 60,multiprocess=True, verbose= True)\n", "\n", "print(f\"\\n\\n======== Results ==========\")\n", "print(f\"Skin thickness = {np.array(res.X[:4])*1000} mm\" )\n", "print(f\"Spar thickness = {res.X[4]*1000} mm\")\n", "print(f\"Stringer thickness = {res.X[5]*1000} mm\")\n", "print(f\"Stringer width= {res.X[6]*1000} mm\")\n", "print(f\"Stringer height = {res.X[7]*1000} mm\")\n", "\n", "# res = opt_obj.full_section_opt(, pop=100, pop_full= 10, n_gen= 5 ,n_gen_full= 2)" ] }, { "cell_type": "markdown", "metadata": { "id": "8sbxM-gXR_V5" }, "source": [ "We can also get to know more about the history of each iteration through the `res` variable which is an instance of the `pymoo.core.result.Result`class. In this class the objective functions is described with `F` and the design vector with `X`. The object contains the history of each generation which we can access like shown below where we access the first generation." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ylZctBy5PnEw", "outputId": "d9cbd81d-03cb-4fd2-ba40-555de8680e70" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Generation 1\n", "t_sk_cell1 - t_sk_cell2 - t_sk_cell3 - t_sk_cell4 - t_sp - t_st - w_st - h_st\n", "=====================================================================\n", "\n", " [[0.00506256 0.00867186 0.00010136 0.00369776 0.0043208 0.00201572\n", " 0.00467634 0.00611005]\n", " [0.00482153 0.00651192 0.00508841 0.00825411 0.00484007 0.01065929\n", " 0.00324649 0.00903421]\n", " [0.00506593 0.00674841 0.0017706 0.00245741 0.0102067 0.01165088\n", " 0.00582082 0.0092309 ]\n", " [0.01052903 0.01074582 0.00111203 0.00056475 0.00452847 0.01065957\n", " 0.00388512 0.00678997]\n", " [0.01149889 0.00644467 0.00833334 0.00385464 0.00917851 0.01018088\n", " 0.00316459 0.0097513 ]\n", " [0.01186745 0.00900317 0.00343728 0.00949242 0.00392903 0.00592683\n", " 0.01117736 0.00564253]\n", " [0.00352453 0.00164734 0.00033047 0.00817814 0.00490465 0.00392101\n", " 0.00742416 0.00348026]\n", " [0.006932 0.00184607 0.00711274 0.00842712 0.00392101 0.00555462\n", " 0.0092496 0.00672761]\n", " [0.00069445 0.00647717 0.00799916 0.00622718 0.01150135 0.00745211\n", " 0.01113062 0.00423727]\n", " [0.00175739 0.00970796 0.00483235 0.00206771 0.01134758 0.00482542\n", " 0.00975731 0.00953398]\n", " [0.01061134 0.0075217 0.00903621 0.00425189 0.00542935 0.01085475\n", " 0.00685282 0.01168356]\n", " [0.00799495 0.00749818 0.00146548 0.01139892 0.00704921 0.00736229\n", " 0.00667323 0.00513324]\n", " [0.01085022 0.00692679 0.00013416 0.00744402 0.0059398 0.00679764\n", " 0.01097348 0.00621543]\n", " [0.01091157 0.00751799 0.00028827 0.0111603 0.00921807 0.01197055\n", " 0.00455106 0.00423422]\n", " [0.01119789 0.00839214 0.0008854 0.00909001 0.00978489 0.01115327\n", " 0.00940372 0.00411844]\n", " [0.00033657 0.00041191 0.00043685 0.00302991 0.01074025 0.00692714\n", " 0.0079754 0.01057828]\n", " [0.00157766 0.00342229 0.00707054 0.01163819 0.00804927 0.00120512\n", " 0.01020569 0.00509677]\n", " [0.00970455 0.00471554 0.01037615 0.00899075 0.00800616 0.00250101\n", " 0.00353926 0.00409209]\n", " [0.00063017 0.00137918 0.00278594 0.00858457 0.00803745 0.00113812\n", " 0.00364777 0.01170549]\n", " [0.0068604 0.00251919 0.00310268 0.00895153 0.00475887 0.00739495\n", " 0.01173018 0.01062146]]\n" ] } ], "source": [ "pop_lst = [gen.pop for gen in res.history]\n", "print(\"Generation 1\\nt_sk_cell1 - t_sk_cell2 - t_sk_cell3 - t_sk_cell4 - t_sp - t_st - w_st - h_st\")\n", "print(f\"=====================================================================\\n\\n {pop_lst[0].get('X')}\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "qlp9dJ4eSrD8" }, "source": [ "We can also plot the average value of variables over time and optimization function over time, this gives us an idea of how the variables effect the design. Run the code below:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 911 }, "id": "iVtpZJ09TEaA", "outputId": "fb322e64-4543-416f-97a2-6ed1a7607490" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
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}, "metadata": {} } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "t_sk_cell1_lst = [np.average(pop.get(\"X\")[:][0]) for pop in pop_lst]\n", "t_sk_cell2_lst = [np.average(pop.get(\"X\")[:][1]) for pop in pop_lst]\n", "t_sk_cell3_lst = [np.average(pop.get(\"X\")[:][2]) for pop in pop_lst]\n", "t_sk_cell4_lst = [np.average(pop.get(\"X\")[:][3]) for pop in pop_lst]\n", "t_sp_lst = [np.average(pop.get(\"X\")[:][4]) for pop in pop_lst]\n", "t_st_lst = [np.average(pop.get(\"X\")[:][5]) for pop in pop_lst]\n", "w_st_lst = [np.average(pop.get(\"X\")[:][6]) for pop in pop_lst]\n", "h_st__lst = [np.average(pop.get(\"X\")[:][7]) for pop in pop_lst]\n", "\n", "f_lst = [np.average(pop.get(\"F\")) for pop in pop_lst]\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2)\n", "fig.set_size_inches(18.5, 10.5)\n", "\n", "ax1.plot(t_sk_cell1_lst, label=\"T sk cell 1\")\n", "ax1.plot(t_sk_cell2_lst, label=\"T sk cell 2\")\n", "ax1.plot(t_sk_cell3_lst, label=\"T sk cell 3\")\n", "ax1.plot(t_sk_cell4_lst, label=\"T sk cell 4\")\n", "ax1.plot(t_sp_lst, label=\"T sp\")\n", "ax1.plot(t_st_lst, label=\"T st\")\n", "ax1.plot(w_st_lst, label=\"W st\")\n", "ax1.plot(h_st__lst, label=\"H st\")\n", "\n", "ax2.plot(f_lst, label=\"Weight\")\n", "\n", "ax1.set_title(\"Average value of variables over time\")\n", "ax2.set_title(\"Average value of the optimization function over time\")\n", "\n", "\n", "ax1.set_xlabel(\"Generation\")\n", "ax2.set_xlabel(\"Generation\")\n", "ax1.set_ylabel(\"Thickness (mm)\")\n", "ax1.legend()\n", "ax2.legend()\n", "ax1.grid()\n", "ax2.grid()\n", "\n", "plt.show()\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "ySTG9-58b8TQ" }, "source": [ "As you can see, it gets quite messy with all variables in there. One could also argue the information gets lost when taking the average and only plotting the optimum solution would give a better idea. It is left up to the reader to implement this." ] }, { "cell_type": "markdown", "metadata": { "id": "f-LEFH8LdkT8" }, "source": [ "# Changing the amount of stringers\n", "\n", "In the previous optimization we only optimized for the various thicknesses, however a better solution would be possible when different configuration of stringers are used, or even a different layout of ribs.\n", "\n", "`TUDuam` also provides a method for optimizing for different stringer configuration. This is the outer optimization loop as has been shown earlier in this notebook in figure 2. The API documentation for this functionality can be found [here](https://saullocastro.github.io/tuduam/optimization.html#tuduam.structures.optimization.SectionOpt.full_section_opt). `SectionOpt.full_section_opt` interally also used the optimization which we experimented with previously. However, it calls this function for every stringer configuration, hence it is signficantly more computationally expensive.\n", "\n", "Additionally, stringers often run along multiple sections and hence we're not completely free in the amount of stringer in each section.\n", "\n", "The method does come with a `multiprocess` flag which does allow it to see major performance boosts on more powerful platforms. So feel free to give it a try on your local machine. The setup is very similar to `GA_optimize`.\n", "\n", "Unlike for the stringer configuration, this repository does **not** implememt an optimization of the spanwise rib distribution.\n", "\n", "# Example: Optimizing the wing of a Cessna 172R\n", "\n", "Let us do an example of how we would design the structure of a complete wing. To keep it computationally bounded we are assuming a 3 cell wingbox with a fixed stringer distribution of 10 stringers per cell. Furthermore, here is some important data on the Cessna 172\n", "\n", "|Characteristic| Value|\n", "|--------------|------|\n", "| Wingspan| 11 m|\n", "|Aspect ratio| 7.32|\n", "|Surface Area|16.2 $m^2$|\n", "|Gross weight| 1110 kg|\n", "\n", "To come up with the correct loading per bay we make some oversimplified assumptions to make our life easier for this notebook.\n", "\n", " ## Assumptions\n", "\n", " 1. Constant spanwise drag distribution of 230 N/m\n", " 2. Therefore a linear `My`distribution (see below)\n", " 3. A linear lift distribution which is maximum at the root of the wing.\n", " 4. Hence, a cubic `Mx` distribution\n", " 5. Ignoring the weight of the wing (conservative)\n", "\n", "\n", "\n", " The functions below will be used to get the correct internal forces for each rib section, as can be inferred from `average_fun` we assume a constant force over each section. This constant force is taken to be the average value over the entire section.\n", "\n" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "id": "vDahy3SDeQ0K" }, "outputs": [], "source": [ "from scipy.integrate import quad\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "def average_fun(fun,\n", " x_start: float,\n", " x_end: float\n", " ):\n", " \"\"\"\n", " Calculate the average value of a function `func` over the interval [a, b].\n", "\n", " Parameters:\n", " func (function): A function that takes a float and returns a float.\n", " a (float): Lower bound of the interval.\n", " b (float): Upper bound of the interval.\n", "\n", " Returns:\n", " float: The average value of the function over [a, b].\n", " \"\"\"\n", " val, _ = quad(fun, x_start, x_end)\n", " return val / (x_end - x_start)\n", "\n", "def shear_y(span):\n", " return 5444 - quad(lambda x: 1979 - 1979/5.5*x, 0, span)[0]\n", "\n", "def moment_y(span):\n", " return -9980 + quad(shear_y, 0, span)[0]\n", "\n", "def shear_x(span):\n", " return -1265 + 230*span\n", "\n", "def moment_x(span):\n", " return 3478.75 + quad(shear_x, 0, span)[0]\n", "\n", "# print(average_fun(moment_x, 5, 5.5))\n", "# print(moment_y(3))\n", "\n", "# x = np.linspace(0,5.5,1000)\n", "# y = np.vectorize(moment_x)(x)\n", "# plt.plot(x,y)\n", "# plt.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "dfHK7sJs28A5" }, "source": [ "# Creating the section\n", "\n", "We must now create the section to iterate over. See the code below whwere we create the rib locations. You can change the exponent of the `slicer` variable to alter the distribution of the rib locations\n", "\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "njmqEwGw3epu", "outputId": "497a67fa-57d3-4f86-f4f1-f9d2757d44f3" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "[0. 0.24445888 0.74106076 1.41775058 2.24647615 3.21039028\n", " 4.29781608 5.5 ]\n" ] } ], "source": [ "import numpy as np\n", "\n", "\n", "span = 5.5\n", "S = 16.2\n", "n_sec = 8\n", "chord = S/span\n", "slicer = np.linspace(0,1, n_sec)**1.6\n", "rib_loc = slicer*span\n", "\n", "print(rib_loc)\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "a_ws7ksh5OYc" }, "source": [ "# Iterating over each section\n", "\n", "With the rib locations and loads specified we can iterate over all the sections. Please see the code below." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "7YgQ2k_y9wmS", "outputId": "39413b03-f91b-44a0-a933-31349c79cd87" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\n", "\n", "======== Results rib section 1 rib 0.0 to 0.24 ==========\n", "Skin thickness = [2.75 2.93 2.47] mm\n", "Spar thickness = 5.88 mm\n", "Stringer thickness = 8.64 mm\n", "Stringer width= 9.64 mm\n", "Stringer height = 8.75 mm\n", "\n", "\n", "======== Results rib section 2 rib 0.24 to 0.74 ==========\n", "Skin thickness = [2.67 2.86 2.33] mm\n", "Spar thickness = 3.08 mm\n", "Stringer thickness = 6.61 mm\n", "Stringer width= 6.66 mm\n", "Stringer height = 8.77 mm\n", "\n", "\n", "======== Results rib section 3 rib 0.74 to 1.42 ==========\n", "Skin thickness = [2.56 2.6 2.07] mm\n", "Spar thickness = 4.44 mm\n", "Stringer thickness = 7.73 mm\n", "Stringer width= 7.73 mm\n", "Stringer height = 7.98 mm\n", "\n", "\n", "======== Results rib section 4 rib 1.42 to 2.25 ==========\n", "Skin thickness = [2.35 2.3 1.78] mm\n", "Spar thickness = 5.04 mm\n", "Stringer thickness = 1.65 mm\n", "Stringer width= 7.4 mm\n", "Stringer height = 10.19 mm\n", "\n", "\n", "======== Results rib section 5 rib 2.25 to 3.21 ==========\n", "Skin thickness = [1.87 1.97 1.37] mm\n", "Spar thickness = 4.05 mm\n", "Stringer thickness = 2.41 mm\n", "Stringer width= 7.12 mm\n", "Stringer height = 7.71 mm\n", "\n", "\n", "======== Results rib section 6 rib 3.21 to 4.3 ==========\n", "Skin thickness = [1.32 1.49 0.9 ] mm\n", "Spar thickness = 5.86 mm\n", "Stringer thickness = 7.5 mm\n", "Stringer width= 7.53 mm\n", "Stringer height = 8.91 mm\n", "\n", "\n", "======== Results rib section 7 rib 4.3 to 5.5 ==========\n", "Skin thickness = [0.74 0.8 0.56] mm\n", "Spar thickness = 3.26 mm\n", "Stringer thickness = 1.07 mm\n", "Stringer width= 8.86 mm\n", "Stringer height = 9.37 mm\n" ] } ], "source": [ "from tuduam.data_structures import Wingbox, Material\n", "import warnings\n", "\n", "warnings.simplefilter(\"ignore\")\n", "res_lst = []\n", "\n", "for idx, rib_1 in enumerate(rib_loc, start=1):\n", " if idx == len(rib_loc):\n", " break\n", " else:\n", " rib_2 = rib_loc[idx]\n", "\n", " attr_dict = {\n", " \"n_cell\":3,\n", " \"spar_loc_nondim\":[0.3, 0.7],\n", " \"str_cell\": [10,10,10]\n", " }\n", "\n", " wingbox_struct = Wingbox(**attr_dict)\n", "\n", " shear_y_sec = average_fun(shear_y, rib_1, rib_2)\n", " shear_x_sec = average_fun(shear_x, rib_1, rib_2)\n", " moment_y_sec = average_fun(moment_y, rib_1, rib_2)\n", " moment_x_sec = average_fun(moment_x, rib_1, rib_2)\n", "\n", " applied_loc = 0.45\n", " opt = SectionOpt(coord_path, chord, len_sec, wingbox_struct, mat_struct)\n", "\n", " upper_bnds = 7*[0.012]\n", " lower_bnds = 3*[0.0001] + [0.003] + [0.001] + 2*[0.003]\n", " res = opt.GA_optimize(shear_y_sec, shear_x_sec, moment_y_sec, moment_x_sec, applied_loc, upper_bnds, lower_bnds, pop=20, n_gen= 60,multiprocess= False, verbose= False)\n", " res_lst.append(res)\n", "\n", " print(f\"\\n\\n======== Results rib section {idx} rib {round(rib_1,2)} to {round(rib_2,2)} ==========\")\n", " print(f\"Skin thickness = {np.round(np.array(res.X[:3])*1000,2)} mm\" )\n", " print(f\"Spar thickness = {round(res.X[3]*1000,2)} mm\")\n", " print(f\"Stringer thickness = {round(res.X[4]*1000,2)} mm\")\n", " print(f\"Stringer width= {round(res.X[5]*1000,2)} mm\")\n", " print(f\"Stringer height = {round(res.X[6]*1000,2)} mm\")" ] }, { "cell_type": "markdown", "source": [ "# Viewing the results\n", "\n", "Above you have now seen the final result of each section. The history of each section as we have plotted previously, is also saved in the `res_lst` variable. The previous code we utilized is wrapped in a function below for easy access such that you can compare the the various sections. Now feel free to change the variables or use the API for your optimizations!" ], "metadata": { "id": "z-gw2ouuK-qe" } }, { "cell_type": "code", "source": [ "from pymoo.core.result import Result\n", "\n", "\n", "def plot_history(res: Result):\n", " pop_lst = [gen.pop for gen in res.history]\n", " t_sk_cell1_lst = [np.average(pop.get(\"X\")[:][0]) for pop in pop_lst]\n", " t_sk_cell2_lst = [np.average(pop.get(\"X\")[:][1]) for pop in pop_lst]\n", " t_sk_cell3_lst = [np.average(pop.get(\"X\")[:][2]) for pop in pop_lst]\n", " t_sk_cell4_lst = [np.average(pop.get(\"X\")[:][3]) for pop in pop_lst]\n", " t_sp_lst = [np.average(pop.get(\"X\")[:][4]) for pop in pop_lst]\n", " t_st_lst = [np.average(pop.get(\"X\")[:][5]) for pop in pop_lst]\n", " w_st_lst = [np.average(pop.get(\"X\")[:][6]) for pop in pop_lst]\n", " h_st__lst = [np.average(pop.get(\"X\")[:][7]) for pop in pop_lst]\n", "\n", " f_lst = [np.average(pop.get(\"F\")) for pop in pop_lst]\n", "\n", " fig, (ax1, ax2) = plt.subplots(1, 2)\n", " fig.set_size_inches(18.5, 10.5)\n", "\n", " ax1.plot(t_sk_cell1_lst, label=\"T sk cell 1\")\n", " ax1.plot(t_sk_cell2_lst, label=\"T sk cell 2\")\n", " ax1.plot(t_sk_cell3_lst, label=\"T sk cell 3\")\n", " ax1.plot(t_sk_cell4_lst, label=\"T sk cell 4\")\n", " ax1.plot(t_sp_lst, label=\"T sp\")\n", " ax1.plot(t_st_lst, label=\"T st\")\n", " ax1.plot(w_st_lst, label=\"W st\")\n", " ax1.plot(h_st__lst, label=\"H st\")\n", "\n", " ax2.plot(f_lst, label=\"Weight\")\n", "\n", " ax1.set_title(\"Average value of variables over time\")\n", " ax2.set_title(\"Average value of the optimization function over time\")\n", "\n", "\n", " ax1.set_xlabel(\"Generation\")\n", " ax2.set_xlabel(\"Generation\")\n", " ax1.set_ylabel(\"Thickness (mm)\")\n", " ax1.legend()\n", " ax2.legend()\n", " ax1.grid()\n", " ax2.grid()\n", "\n", " plt.show()\n", "\n", "plot_history(res_lst[3])" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 911 }, "id": "N6-rNtoGYlJE", "outputId": "552b9683-4dc0-43dd-d546-10483f3327b3" }, "execution_count": 27, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
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