{ "cells": [ { "cell_type": "markdown", "id": "46ea4f25", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [ "reliability", "7" ] }, "source": [ "# Model with arrays as input\n", "\n", "### Reliability calculations with arrays as arguments in the model\n", "\n", "This example demonstrates how to perform reliability calculations with a limit state function that has multiple arguments, all following a similar distribution function.\n", "\n", "### Define model\n", "\n", "First, let's import the necessary classes:" ] }, { "cell_type": "code", "execution_count": 1, "id": "c0d851fb", "metadata": {}, "outputs": [], "source": [ "from probabilistic_library import ReliabilityProject, DistributionType, ReliabilityMethod, Stochast" ] }, { "cell_type": "markdown", "id": "b00bceae", "metadata": {}, "source": [ "We consider the following limit state function:\n", "\n", "$Z = 1.9 - [\\sum_{i=1}^{n}(a_i)+\\sum_{j=1}^{m}(b_j)]$\n", "\n", "This is a linear model involving two arrays, $a$ and $b$." ] }, { "cell_type": "code", "execution_count": 2, "id": "ea8b7c51", "metadata": {}, "outputs": [], "source": [ "from utils.models import linear_arrays" ] }, { "cell_type": "markdown", "id": "96d6a96d", "metadata": {}, "source": [ "To perform a reliability analysis, we create a reliability project and specify the limit state function (model):" ] }, { "cell_type": "code", "execution_count": 3, "id": "42d26675", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model linear_arrays:\n", "Input parameters:\n", " const_val\n", " a[1]\n", " b[1]\n", "Output parameters:\n", " Z\n" ] } ], "source": [ "project = ReliabilityProject()\n", "project.model = linear_arrays\n", "\n", "project.model.print()" ] }, { "cell_type": "markdown", "id": "ac0bb5dc", "metadata": {}, "source": [ "In this example, we assume that array $a$ consists of $25$ variables following a uniform distribution over the interval $[-1, 1]$. Array $b$ consists of $30$ variables, each normally distributed with a mean of $0$ and a standard deviation of $1$. This can be defined as follows:" ] }, { "cell_type": "code", "execution_count": 4, "id": "b93101e2", "metadata": {}, "outputs": [], "source": [ "project.variables[\"const_val\"].distribution = DistributionType.deterministic\n", "project.variables[\"const_val\"].is_array = False\n", "project.variables[\"const_val\"].mean = 1.9\n", "\n", "project.variables[\"a\"].distribution = DistributionType.uniform\n", "project.variables[\"a\"].is_array = True # states that a is an array\n", "project.variables[\"a\"].array_size = 25\n", "project.variables[\"a\"].minimum = -1\n", "project.variables[\"a\"].maximum = 1\n", "\n", "project.variables[\"b\"].distribution = DistributionType.normal\n", "project.variables[\"b\"].is_array = True # states that b is an array\n", "project.variables[\"b\"].array_size = 30\n", "project.variables[\"b\"].mean = 0\n", "project.variables[\"b\"].deviation = 1" ] }, { "cell_type": "markdown", "id": "c42f2630", "metadata": {}, "source": [ "### Perform reliability calculations\n", "\n", "We perform the reliability calculations using the `form` method." ] }, { "cell_type": "code", "execution_count": 5, "id": "56af65d5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reliability (FORM)\n", " Reliability index = 0.2804\n", " Probability of failure = 0.3896\n", " Convergence = 0.00941 (converged)\n", " Model runs = 1904\n", "Alpha values:\n", " const_val: alpha = 0, x = 1.9\n", " a[0]: alpha = 0.1176, x = -0.02631\n", " a[1]: alpha = 0.1176, x = -0.02631\n", " a[2]: alpha = 0.1176, x = -0.02631\n", " a[3]: alpha = 0.1176, x = -0.02631\n", " a[4]: alpha = 0.1176, x = -0.02631\n", " a[5]: alpha = 0.1176, x = -0.02631\n", " a[6]: alpha = 0.1176, x = -0.02631\n", " a[7]: alpha = 0.1176, x = -0.02631\n", " a[8]: alpha = 0.1176, x = -0.02631\n", " a[9]: alpha = 0.1176, x = -0.02631\n", " a[10]: alpha = 0.1176, x = -0.02631\n", " a[11]: alpha = 0.1176, x = -0.02631\n", " a[12]: alpha = 0.1176, x = -0.02631\n", " a[13]: alpha = 0.1176, x = -0.02631\n", " a[14]: alpha = 0.1176, x = -0.02631\n", " a[15]: alpha = 0.1176, x = -0.02631\n", " a[16]: alpha = 0.1176, x = -0.02631\n", " a[17]: alpha = 0.1176, x = -0.02631\n", " a[18]: alpha = 0.1176, x = -0.02631\n", " a[19]: alpha = 0.1176, x = -0.02631\n", " a[20]: alpha = 0.1176, x = -0.02631\n", " a[21]: alpha = 0.1176, x = -0.02631\n", " a[22]: alpha = 0.1176, x = -0.02631\n", " a[23]: alpha = 0.1176, x = -0.02631\n", " a[24]: alpha = 0.1176, x = -0.02631\n", " b[0]: alpha = 0.1477, x = -0.04141\n", " b[1]: alpha = 0.1477, x = -0.04141\n", " b[2]: alpha = 0.1477, x = -0.04141\n", " b[3]: alpha = 0.1477, x = -0.04141\n", " b[4]: alpha = 0.1477, x = -0.04141\n", " b[5]: alpha = 0.1477, x = -0.04141\n", " b[6]: alpha = 0.1477, x = -0.04141\n", " b[7]: alpha = 0.1477, x = -0.04141\n", " b[8]: alpha = 0.1477, x = -0.04141\n", " b[9]: alpha = 0.1477, x = -0.04141\n", " b[10]: alpha = 0.1477, x = -0.04141\n", " b[11]: alpha = 0.1477, x = -0.04141\n", " b[12]: alpha = 0.1477, x = -0.04141\n", " b[13]: alpha = 0.1477, x = -0.04141\n", " b[14]: alpha = 0.1477, x = -0.04141\n", " b[15]: alpha = 0.1477, x = -0.04141\n", " b[16]: alpha = 0.1477, x = -0.04141\n", " b[17]: alpha = 0.1477, x = -0.04141\n", " b[18]: alpha = 0.1477, x = -0.04141\n", " b[19]: alpha = 0.1477, x = -0.04141\n", " b[20]: alpha = 0.1477, x = -0.04141\n", " b[21]: alpha = 0.1477, x = -0.04141\n", " b[22]: alpha = 0.1477, x = -0.04141\n", " b[23]: alpha = 0.1477, x = -0.04141\n", " b[24]: alpha = 0.1477, x = -0.04141\n", " b[25]: alpha = 0.1477, x = -0.04141\n", " b[26]: alpha = 0.1477, x = -0.04141\n", " b[27]: alpha = 0.1477, x = -0.04141\n", " b[28]: alpha = 0.1477, x = -0.04141\n", " b[29]: alpha = 0.1477, x = -0.04141\n", "\n" ] } ], "source": [ "project.settings.reliability_method = ReliabilityMethod.form\n", "project.settings.relaxation_factor = 0.15\n", "project.settings.maximum_iterations = 50\n", "project.settings.epsilon_beta = 0.01\n", "\n", "project.run()\n", "\n", "project.design_point.print()" ] }, { "cell_type": "markdown", "id": "c44fec58", "metadata": {}, "source": [ "### Similar distributions\n", "\n", "It can also occur that variables in the array follow a similar distribution, which can be defined, for example, using a formula. This is demonstrated for the array \n", "$a$:" ] }, { "cell_type": "code", "execution_count": null, "id": "b5b8aede", "metadata": { "tags": [ "gallery", "reliability" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reliability (FORM)\n", " Reliability index = 2.101\n", " Probability of failure = 0.01784\n", " Convergence = 0.009844 (converged)\n", " Model runs = 1904\n", "Alpha values:\n", " const_val: alpha = 0, x = 1.9\n", " a[0]: alpha = 0.07809, x = 0.836\n", " a[1]: alpha = 0.0859, x = 0.8015\n", " a[2]: alpha = 0.0937, x = 0.7638\n", " a[3]: alpha = 0.1015, x = 0.7228\n", " a[4]: alpha = 0.1093, x = 0.6785\n", " a[5]: alpha = 0.1171, x = 0.6309\n", " a[6]: alpha = 0.1249, x = 0.5801\n", " a[7]: alpha = 0.1327, x = 0.526\n", " a[8]: alpha = 0.1406, x = 0.4686\n", " a[9]: alpha = 0.1484, x = 0.4079\n", " a[10]: alpha = 0.1562, x = 0.3439\n", " a[11]: alpha = 0.164, x = 0.2767\n", " a[12]: alpha = 0.1718, x = 0.2061\n", " a[13]: alpha = 0.1796, x = 0.1323\n", " a[14]: alpha = 0.1874, x = 0.05522\n", " a[15]: alpha = 0.1952, x = -0.02515\n", " a[16]: alpha = 0.203, x = -0.1088\n", " a[17]: alpha = 0.2108, x = -0.1957\n", " a[18]: alpha = 0.2186, x = -0.286\n", " a[19]: alpha = 0.2265, x = -0.3794\n", " a[20]: alpha = 0.2343, x = -0.4762\n", " a[21]: alpha = 0.2421, x = -0.5763\n", " a[22]: alpha = 0.2499, x = -0.6796\n", " a[23]: alpha = 0.2577, x = -0.7862\n", " a[24]: alpha = 0.2655, x = -0.8961\n", " b[0]: alpha = 0.07809, x = -0.164\n", " b[1]: alpha = 0.07809, x = -0.164\n", " b[2]: alpha = 0.07809, x = -0.164\n", " b[3]: alpha = 0.07809, x = -0.164\n", " b[4]: alpha = 0.07809, x = -0.164\n", " b[5]: alpha = 0.07809, x = -0.164\n", " b[6]: alpha = 0.07809, x = -0.164\n", " b[7]: alpha = 0.07809, x = -0.164\n", " b[8]: alpha = 0.07809, x = -0.164\n", " b[9]: alpha = 0.07809, x = -0.164\n", " b[10]: alpha = 0.07809, x = -0.164\n", " b[11]: alpha = 0.07809, x = -0.164\n", " b[12]: alpha = 0.07809, x = -0.164\n", " b[13]: alpha = 0.07809, x = -0.164\n", " b[14]: alpha = 0.07809, x = -0.164\n", " b[15]: alpha = 0.07809, x = -0.164\n", " b[16]: alpha = 0.07809, x = -0.164\n", " b[17]: alpha = 0.07809, x = -0.164\n", " b[18]: alpha = 0.07809, x = -0.164\n", " b[19]: alpha = 0.07809, x = -0.164\n", " b[20]: alpha = 0.07809, x = -0.164\n", " b[21]: alpha = 0.07809, x = -0.164\n", " b[22]: alpha = 0.07809, x = -0.164\n", " b[23]: alpha = 0.07809, x = -0.164\n", " b[24]: alpha = 0.07809, x = -0.164\n", " b[25]: alpha = 0.07809, x = -0.164\n", " b[26]: alpha = 0.07809, x = -0.164\n", " b[27]: alpha = 0.07809, x = -0.164\n", " b[28]: alpha = 0.07809, x = -0.164\n", " b[29]: alpha = 0.07809, x = -0.164\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(project.variables[\"a\"].array_size):\n", " a_array = Stochast()\n", " a_array.distribution = DistributionType.normal\n", " a_array.location = 1.0\n", " a_array.scale = 1.0+0.1*i\n", " project.variables[\"a\"].array_variables.append(a_array)\n", "\n", "project.run()\n", "\n", "project.design_point.print()\n", "project.design_point.plot_alphas()\n" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.12.10" } }, "nbformat": 4, "nbformat_minor": 5 }