{ "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 *\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(input_motion,dt,k[i],c,m)[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", "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": "stderr", "output_type": "stream", "text": [ "100%|█████████▉| 4700/4701 [00:00<00:00, 7961.68it/s] " ] }, { "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" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\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 1.0 1.0 1.0 \n", " 2.001 0.01589 1.0 1.0 1.0 \n", "Mean Period(s): 2.5012359909299633\n", "Standard Dev(s): 0.4997540734771231\n", "mean absolute error: 4.502252727933867e-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 control import ss, forced_response\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 = forced_response(ss(*realization,dt), U=input_motion, squeeze=False, return_x=False).outputs\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: 2.137245385693206e-07\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "input_motion_2 = np.sin(times)\n", "output_motion_2 = np.array([sdof.integrate(input_motion_2,dt,k[i],c,m)[0] for i in range(len(T))])\n", "out_pred_2 = forced_response(ss(*realization,dt), U=input_motion_2, squeeze=False, return_x=False).outputs\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": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████▉| 4700/4701 [00:00<00:00, 5952.00it/s] \n", "100%|█████████▉| 4700/4701 [00:00<00:00, 6087.07it/s] \n", "100%|█████████▉| 4700/4701 [00:00<00:00, 4729.69it/s]\n", "100%|█████████▉| 4700/4701 [00:01<00:00, 3381.52it/s]\n", "100%|█████████▉| 4700/4701 [00:01<00:00, 3117.06it/s]\n", "100%|█████████▉| 4700/4701 [00:02<00:00, 2337.15it/s]\n", "100%|█████████▉| 4700/4701 [00:02<00:00, 1749.45it/s]\n", "/mnt/c/Users/16507/Documents/GitHub/mdof/src/mdof/validation.py:22: RuntimeWarning: divide by zero encountered in scalar divide\n", " (abs(Phi_final[j,i])/abs(Phi_final_hat[j,i])),\n", "/mnt/c/Users/16507/Documents/GitHub/mdof/src/mdof/validation.py:25: RuntimeWarning: divide by zero encountered in scalar divide\n", " Pij = np.angle(Phi_final[j,i]/Phi_final_hat[j,i])\n", "/mnt/c/Users/16507/Documents/GitHub/mdof/src/mdof/validation.py:25: RuntimeWarning: invalid value encountered in scalar divide\n", " Pij = np.angle(Phi_final[j,i]/Phi_final_hat[j,i])\n", "100%|█████████▉| 4700/4701 [00:03<00:00, 1462.44it/s]\n", "100%|█████████▉| 4700/4701 [00:03<00:00, 1294.46it/s]\n", "100%|█████████▉| 4700/4701 [00:04<00:00, 1144.78it/s]\n", "100%|█████████▉| 4700/4701 [00:05<00:00, 852.54it/s] \n", "100%|█████████▉| 4700/4701 [00:06<00:00, 778.18it/s] \n", "100%|█████████▉| 4700/4701 [00:06<00:00, 671.73it/s]\n", "100%|█████████▉| 4700/4701 [00:08<00:00, 582.11it/s]\n", "100%|█████████▉| 4700/4701 [00:08<00:00, 541.13it/s]\n", "100%|█████████▉| 4700/4701 [00:09<00:00, 470.55it/s]\n", "100%|█████████▉| 4700/4701 [00:10<00:00, 456.09it/s]\n", "100%|█████████▉| 4700/4701 [00:11<00:00, 397.76it/s]\n", "100%|█████████▉| 4700/4701 [00:12<00:00, 376.56it/s]\n", "100%|█████████▉| 4700/4701 [00:14<00:00, 334.79it/s]\n", "100%|█████████▉| 4700/4701 [00:14<00:00, 316.72it/s]\n", "100%|█████████▉| 4700/4701 [00:16<00:00, 287.28it/s]\n", "100%|█████████▉| 4700/4701 [00:17<00:00, 268.64it/s]\n", "100%|█████████▉| 4700/4701 [00:21<00:00, 221.61it/s]\n" ] }, { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
" ] }, "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": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "marker": { "size": 8 }, "mode": "markers", "type": "scatter", "x": [ 2.9986064541469926, 3.0009855767663938, 2.001478815783066, 3.000985576966133, 2.0014788160253905, 0.08266871764766491, 3.0009855763702897, 2.0014788159585093, 0.07837931148030237, 3.0009855737333258, 2.001478814571802, 0.08292911116943039, 0.056590492511371944, 3.000985572439366, 2.0014788134793102, 0.08610599429097007, 0.06929924445134077, 3.0009855731356176, 2.0014788135998476, 0.08754863467500215, 0.06661392133398371, 0.06826088838250786, 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