{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Overview of the ``mdof`` package" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `mdof` package is designed to provide a convenient interface for computing dynamic analyses of structural vibrations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Installation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are running this notebook locally, install `mdof` from [pypi](https://pypi.org/project/mdof/).\n", "\n", "```bash\n", " pip install mdof\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are running this notebook from an external server on JupyterHub/JupyterLab, [DataHub](https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fchrystalchern%2Fmdof&urlpath=lab%2Ftree%2Fmdof%2Fnotebooks%2FREADME.ipynb&branch=master), or [Binder](https://mybinder.org/v2/gh/chrystalchern/mdof/HEAD?labpath=notebooks%2FREADME.ipynb), uncomment and run the next cell to install the required packages." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# !pip install -Ur requirements.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In Python, import the package." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import mdof" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Investigate Structural Vibrations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Simulate or load a structural response." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### *Given the modal parameters, what is the structural response data?*" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Periods: [3 2]\n", "Modeshapes: \n", "[[1. 0.]\n", " [0. 1.]]\n", "Damping ratios: [0.02387324 0.01591549]\n" ] } ], "source": [ "from mdof.utilities.config import create_time_vector, gather_system_parameters, generate_input\n", "# time parameters\n", "nt, dt, tf, times = create_time_vector(nt=5000,dt=0.03)\n", "# system parameters\n", "T, m, c, k, Phi = gather_system_parameters(T=[3,2],m=10,c=1)\n", "import numpy as np\n", "zeta = c/(2*np.sqrt(m*k))\n", "print(f\"Damping ratios:\", zeta)\n", "# input motion\n", "input_motion = generate_input(times)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Calculate the response using numerical integration.\n", "import sdof, numpy as np\n", "output_motion = np.array([sdof.integrate(m=m,c=c,k=k[i],f=input_motion,dt=dt)[0] for i in range(len(T))])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the input and output motions.\n", "from mdof.utilities.printing import plot_io\n", "io_fig = plot_io(input_motion, output_motion, times)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Modal identification from data.\n", "\n", "### *Given the structural response data, what are the modal parameters?*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Periods identified from data: [3.001 2.001]\n", "Mode shapes identified from data:\n", " [[0.071 0. ]\n", " [0. 0.071]]\n" ] } ], "source": [ "# With a state-space model:\n", "periods, modeshapes = mdof.modes(input_motion, output_motion, dt=dt, order=2*len(T), method='srim')\n", "print(f\"Periods identified from data: {np.round(periods, 3)}\")\n", "print(f\"Mode shapes identified from data:\\n {np.round(np.abs(modeshapes), 3)}\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Periods identified from data: [3. 2.027]\n", "Mode shapes identified from data:\n", " [[1. 0.001]\n", " [0.001 1. ]]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With a frequency domain, output-only model:\n", "from mdof.utilities.printing import plot_fdd\n", "periods, modeshapes = plot_fdd(outputs=output_motion, dt=dt)\n", "print(f\"Periods identified from data: {np.round(periods, 3)}\")\n", "print(f\"Mode shapes identified from data:\\n {np.round(np.abs(modeshapes), 3)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Response prediction from data.\n", "\n", "### *For any given input motion, can we generate the response of the system?*" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Spectral quantities:\n", " T(s) ζ EMACO MPC EMACO*MPC\n", " 3.001 0.02386 0.789 1.0 0.789 \n", " 2.001 0.01589 0.0 1.0 0.0 \n", "Mean Period(s): 2.501235990929891\n", "Standard Dev(s): 0.4997540734772019\n", "mean absolute error: 4.502252681963162e-06\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Reproduce the response with the state space model\n", "from mdof.utilities.printing import plot_pred\n", "realization = mdof.system(method=\"okid-era\", inputs=input_motion, outputs=output_motion,order=2*len(T))\n", "modes = mdof.modal.system_modes(realization,dt)\n", "from mdof.utilities.printing import print_modes\n", "print_modes(modes)\n", "out_pred = mdof.predict(realization,input_motion)\n", "plot_pred(ytrue=output_motion, models=out_pred, t=times, title=\"State Space Model Displacement Response\")\n", "print(f\"mean absolute error: {np.mean(np.abs(output_motion-out_pred))}\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mean absolute error: 2.1372453861869617e-07\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "input_motion_2 = np.sin(times)\n", "output_motion_2 = np.array([sdof.integrate(m=m,c=c,k=k[i],f=input_motion_2,dt=dt)[0] for i in range(len(T))])\n", "out_pred_2 = mdof.predict(realization,input_motion_2)\n", "plot_pred(ytrue=output_motion_2, models=out_pred_2, t=times, title=\"State Space Model Displacement Response on New Input\")\n", "print(f\"mean absolute error: {np.mean(np.abs(output_motion_2-out_pred_2))}\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mdof.macro import stabilization\n", "fig = stabilization(input_motion, output_motion, dt=dt, orders=(2,50,8), plotly=True)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "marker": { "size": 8 }, "mode": "markers", "type": "scatter", "x": { "bdata": 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