{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CHAPTER 1 demonstrates some applications of WAFO" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "CHAPTER1 gives an overview through examples some of the capabilities of WAFO. WAFO is a toolbox of Matlab routines for statistical analysis and simulation of random waves and loads. The commands are edited for fast computation.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Section 1.4 Some applications of WAFO" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1.4.1 Simulation from spectrum, estimation of spectrum " ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Simulation of the sea surface from spectrum. The following code generates 200 seconds of data sampled with 10Hz from the Torsethaugen spectrum." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import wafo.spectrum.models as wsm\n", "S = wsm.Torsethaugen(Hm0=6, Tp=8);\n", "S1 = S.tospecdata()\n", "h=S1.plot()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import wafo.objects as wo\n", "xs = S1.sim(ns=2000, dt=0.1)\n", "ts = wo.mat2timeseries(xs)\n", "h=ts.plot_wave('-')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Estimation of spectrum " ] }, { "cell_type": "raw", "metadata": {}, "source": [ "A common situation is that one wants to estimate the spectrum for wave measurements. The following code simulate 20 minutes signal sampled at 4Hz and compare the spectral estimate with the original Torsethaugen spectum.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0, 3, 0, 5]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "Fs = 4; \n", "xs = S1.sim(ns=int(20 * 60 * Fs), dt=1. / Fs) \n", "ts = wo.mat2timeseries(xs) \n", "Sest = ts.tospecdata(L=400)\n", "S1.plot()\n", "Sest.plot('--')\n", "plt.axis([0, 3, 0, 5]) # This may depend on the simulation\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1.4.2 Probability distributions of wave characteristics." ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Probability distribution of wave trough period: WAFO gives the possibility of computing the exact probability distributions for a number of characteristics given a spectral density. In the following example we study the trough period extracted from the time series and compared with the theoretical density computed with exact spectrum, S1, and the estimated spectrum, Sest.\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0, 10, 0, 0.35]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import wafo.misc as wm\n", "dtyex = S1.to_t_pdf(pdef='Tt', paramt=(0, 10, 51), nit=3)\n", "dtyest = Sest.to_t_pdf(pdef='Tt', paramt=(0, 10, 51), nit=3)\n", "\n", "T, index = ts.wave_periods(vh=0, pdef='d2u')\n", "bins = wm.good_bins(T, num_bins=25, odd=True)\n", "wm.plot_histgrm(T, bins=bins, density=True)\n", "\n", "dtyex.plot()\n", "dtyest.plot('-.')\n", "plt.axis([0, 10, 0, 0.35])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1.4.3 Directional spectra" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Here are a few lines of code, which produce directional spectra with frequency independent and frequency dependent spreading." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\users\\peran\\documents\\workspace\\pywafo\\src\\wafo\\spectrum\\models.py:1896: RuntimeWarning: divide by zero encountered in power\n", " s = where(wn <= wn_c, spa * wn ** ma, spb * wn ** mb)\n" ] }, { "data": { "text/plain": [ "((<matplotlib.contour.QuadContourSet at 0x239e114e9c8>,\n", " [Text(0.5, 1.0, 'Directional Spectrum'),\n", " Text(0.5, 0, 'Frequency [rad/s]'),\n", " Text(0, 0.5, '$S(w,\\\\theta) [m**2 s / rad**2]$'),\n", " Text(0, 0.5, '$S(w,\\\\theta) [m**2 s / rad**2]$')]),\n", " None)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "plotflag = 1\n", "Nt = 101; # number of angles\n", "th0 = np.pi / 2; # primary direction of waves\n", "Sp = 15; # spreading parameter\n", "\n", "D1 = wsm.Spreading(type='cos', theta0=th0, method=None) # frequency independent\n", "D12 = wsm.Spreading(type='cos', theta0=0, method='mitsuyasu') # frequency dependent\n", "\n", "SD1 = D1.tospecdata2d(S1)\n", "SD12 = D12.tospecdata2d(S1)\n", "SD1.plot()\n", "SD12.plot()#linestyle='dashdot')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 3D Simulation of the sea surface " ] }, { "cell_type": "raw", "metadata": {}, "source": [ "The simulations show that frequency dependent spreading leads to much more irregular surface so the orientation of waves is less transparent compared to the frequency independent case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Frequency independent spreading" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#plotflag = 1; iseed = 1;\n", "#\n", "#Nx = 2 ^ 8;Ny = Nx;Nt = 1;dx = 0.5; dy = dx; dt = 0.25; fftdim = 2;\n", "#randn('state', iseed)\n", "#Y1 = seasim(SD1, Nx, Ny, Nt, dx, dy, dt, fftdim, plotflag);\n", "#wafostamp('', '(ER)')\n", "#axis('fill')\n", "#disp('Block = 6'), pause(pstate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Frequency dependent spreading" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#randn('state', iseed)\n", "#Y12 = seasim(SD12, Nx, Ny, Nt, dx, dy, dt, fftdim, plotflag);\n", "#wafostamp('', '(ER)')\n", "#axis('fill')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of directional spectrum" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "The figure is not shown in the Tutorial" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Nx = 3; Ny = 2; Nt = 2 ^ 12; dx = 10; dy = 10;dt = 0.5;\n", "# F = seasim(SD12, Nx, Ny, Nt, dx, dy, dt, 1, 0); \n", "# Z = permute(F.Z, [3 1 2]);\n", "# [X, Y] = meshgrid(F.x, F.y);\n", "# N = Nx * Ny;\n", "# types = repmat(sensortypeid('n'), N, 1);\n", "# bfs = ones(N, 1);\n", "# pos = [X(:), Y(:), zeros(N, 1)];\n", "# h = inf;\n", "# nfft = 128;\n", "# nt = 101;\n", "# SDe = dat2dspec([F.t Z(:, :)], [pos types, bfs], h, nfft, nt);\n", "#plotspec(SDe), hold on\n", "#plotspec(SD12, '--'), hold off\n", "#disp('Block = 8'), pause(pstate)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1.4.4 Fatigue, Load cycles and Markov models" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Switching Markow chain of turningpoints.\n", "In fatigue applications the exact sample path is not important, but only the tops and bottoms of the load, called the sequence of turning points (TP). From the turning points one can extract load cycles, from which damage calculations and fatigue life predictions can be performed.\n", "\n", "The commands below computes the intensity of rainflowcycles for the Gaussian model with spectrum S1 using the Markov approximation. \n", "The rainflow cycles found in the simulated load signal are shown in the figure." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "#clf()\n", "#paramu = [-6 6 61];\n", "#frfc = spec2cmat(S1, [], 'rfc', [], paramu);\n", "#pdfplot(frfc);\n", "#hold on\n", "#tp = dat2tp(xs);\n", "#rfc = tp2rfc(tp);\n", "#plot(rfc(:, 2), rfc(:, 1), '.')\n", "#wafostamp('', '(ER)')\n", "#hold off\n", "#disp('Block = 9'), pause(pstate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1.4.5 Extreme value statistics" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import wafo.data as wd\n", "xn = wd.yura87()\n", "#xn = load('yura87.dat'); \n", "plt.subplot(211) \n", "plt.plot(xn[::30, 0] / 3600, xn[::30, 1], '.')\n", "plt.title('Water level')\n", "h=plt.ylabel('(m)')" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Formation of 5 min maxima" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "yura = xn[:85500, 1]\n", "yura = np.reshape(yura, (285, 300)).T\n", "maxyura = yura.max(axis=0)\n", "plt.subplot(212)\n", "plt.plot(xn[299:85500:300, 0] / 3600, maxyura, '.')\n", "plt.xlabel('Time (h)')\n", "plt.ylabel('(m)')\n", "h=plt.title('Maximum 5 min water level')" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Estimation of GEV for yuramax" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\users\\peran\\documents\\workspace\\pywafo\\src\\wafo\\stats\\estimation.py:1518: UserWarning: P-value is on the conservative side (i.e. too large) due to ties in the data!\n", " 'P-value is on the conservative side (i.e. too large) due to' +\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 792x576 with 4 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import wafo.stats as ws\n", "phat = ws.genextreme.fit2(maxyura, method='ml')\n", "phat.plotfitsummary()\n", "\n", "#disp('Block = 11, Last block')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 1 }