{ "cells": [ { "cell_type": "markdown", "id": "83f14fd4", "metadata": {}, "source": [ "# Multi-Region Sensor Placement Tutorial\n", "\n", "In practical sensor placement applications, it is often impossible to install sensors in certain regions, for example, within solid domains. This tutorial demonstrates how to use `pyforce` for multi-region cases through the `ReadFromOFMultiRegion` class to import multi-region mesh, field and to restrict sensor placement region.\n", "\n", "The tutorial applies the Empirical Interpolation Method (EIM), Generalized Empirical Interpolation Method (GEIM), and Parameterized Background Data–Weak (PBDW) approaches, following the methodology introduced in the tutorial “03_sensor_placement”.\n", "The test case considered here is a Pressurized Water Reactor (PWR) pin cell consisting of three regions: Fuel, Cladding and Coolant.\n", "\n", "By completing this tutorial, you will learn:\n", "\n", "- How to read both region-based data and full-model data, including importing field \"flux0\", \"prec0\" (non-zero value in the 'FUEL' region, and uniform zeros in both \"CLAD\" and \"COOL\" regions); field \"U\" (only values in the 'COOL' region).\n", "- How to restrict sensor placement to specific regions using the EIM, GEIM, and SGreedy algorithms for the flux field.\n", "\n", "**Data and Geometry**: The dataset is based on the geometric model (https://doi.org/10.1016/j.nucengdes.2023.112164) with the axial length reduced to 0.5 m for computational convenience." ] }, { "cell_type": "markdown", "id": "d494c25d", "metadata": {}, "source": [ "## Importing mesh using ReadFromOFMultiRegion\n", "\n", "First, let's import the ReadFromOFMultiRegion class from the pyforce module and instantiate it. Here, we directly read from processor* decomposed files, switching `decomposed_case` to 'True'. This way can avoid \"reconstructPar\" operation in OpenFOAM, saving cost." ] }, { "cell_type": "code", "execution_count": 1, "id": "1c0f2387", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case Type decomposed\n" ] } ], "source": [ "from pyforce.tools.write_read import ReadFromOFMultiRegion\n", "\n", "# Class instantiation\n", "path_case = '../Datasets/FuelPin-MultiRegion/'\n", "of = ReadFromOFMultiRegion(path_case, decomposed_case=True, skip_zero_time=True)" ] }, { "cell_type": "markdown", "id": "dfdddacd", "metadata": {}, "source": [ "### Importing mesh and visualizing\n", "\n", "This part aims to import the mesh for both the full model and selected subregions, and visualizes them using the Plotter class provided by pyvista." ] }, { "cell_type": "code", "execution_count": 2, "id": "168bbc23", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pyvista as pv\n", "\n", "# import mesh - decomposed mode\n", "# grid = of.mesh(decomposed_mode=True)\n", "# fuel_grid = of._region_mesh('FUEL', decomposed_mode=True)\n", "# clad_grid = of._region_mesh('CLAD', decomposed_mode=True)\n", "# cool_grid = of._region_mesh('COOL', decomposed_mode=True)\n", "\n", "grid = of.mesh(decomposed_mode=False)\n", "fuel_grid = of._region_mesh('FUEL', decomposed_mode=False)\n", "clad_grid = of._region_mesh('CLAD', decomposed_mode=False)\n", "cool_grid = of._region_mesh('COOL', decomposed_mode=False)\n", "\n", "# print mesh, either by plot function (3D), or pyvista class\n", "figs = 4\n", "figs_title = ['entire mode','fuel','cladding','coolant']\n", "pl = pv.Plotter(shape = (1,figs),window_size=(1800, 400))\n", "for i,mesh in enumerate([grid,fuel_grid,clad_grid,cool_grid]):\n", " slice_z = mesh.slice(normal='z', origin=grid.center)\n", " pl.subplot(0, i)\n", " pl.add_mesh(slice_z, show_edges=True, color='white', opacity=0.5)\n", " pl.view_xy()\n", " pl.add_text(\n", " figs_title[i],\n", " position=\"upper_edge\",\n", " font_size=14,\n", " color=\"black\"\n", " )\n", "pl.show(jupyter_backend='static')" ] }, { "cell_type": "markdown", "id": "072d6906", "metadata": {}, "source": [ "## Import snaphots \n", "\n", "In this section, we can choose to import a field for a specific region at a given time, or import the field for all regions. It is important to note that some fields are only meaningful in certain regions. For example, the velocity field exists only in fluid regions. The `ReadFromOFMultiRegion` class provides the function `_get_valid_regions_for_field` to determine the valid regions associated with a given field. Here, we test this functionality using the flux0 field.\n", "\n", "To import a specific field, the available import_mode includes: \n", "- 'pyvista'\n", "- 'fluidfoam' \n", "- 'foamlib'\n", "\n", "For multi-region case, three methods currently only support to importing cell data. After testing, we found that for multi-region cases, the efficiency for three modes are as follows: 'foamlib' > 'fluidfoam' > 'pyvista' (not recommended for multi-region cases). " ] }, { "cell_type": "markdown", "id": "0e6b08d7", "metadata": {}, "source": [ "### Fast neutron flux field \"flux0\"\n", "\n", "The class is embedded with the function `import_field` to import the field for specific region(s) or all regions. \n", "\n", "It is possible to extract the valid regions using `_get_valid_regions_for_field` function." ] }, { "cell_type": "code", "execution_count": 3, "id": "e4a1b8f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The valid region for flux0: ['CLAD', 'COOL', 'FUEL']\n", "Importing flux0 - foamlib: 3.000 / 3.00 - 3.633532 s/it\n", "Importing flux0 - foamlib: 1.000 / 1.00 - 3.231550 s/it\n", "Importing flux0 - foamlib: 1.000 / 1.00 - 3.859643 s/it\n", "Importing flux0 - foamlib: 1.000 / 1.00 - 2.981186 s/it\n" ] } ], "source": [ "field = 'flux0' # Fast neutron flux\n", "\n", "# check the valid region for the field\n", "Valid_flux0_region = of._get_valid_regions_for_field(field)\n", "print(\"The valid region for flux0: \", Valid_flux0_region)\n", "\n", "# import field for all regions\n", "allRegions_snap, times = of.import_field(field, import_mode='foamlib')\n", "\n", "# import field for specific region\n", "clad_snap, _ = of.import_field(field, regions_to_import='CLAD', import_mode='foamlib')\n", "cool_snap, _ = of.import_field(field, regions_to_import='COOL', import_mode='foamlib')\n", "fuel_snap, _ = of.import_field(field, regions_to_import='FUEL', import_mode='foamlib')\n" ] }, { "cell_type": "markdown", "id": "a35b5a8d", "metadata": {}, "source": [ "Here, we define a function to extract a slice at the mid-plane." ] }, { "cell_type": "code", "execution_count": 4, "id": "5bb76f32", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pyvista as pv\n", "\n", "def get_slice_data(grid: pv.UnstructuredGrid, snap, origin=None):\n", " if origin is None:\n", " origin = grid.center\n", "\n", " g = grid.copy()\n", " g.cell_data[\"fun\"] = snap\n", "\n", " g = g.clean()\n", "\n", " g = g.cell_data_to_point_data()\n", " slc = g.slice(normal=\"z\", origin=origin)\n", "\n", " data = slc.point_data[\"fun\"]\n", " return slc.points, data, np.min(data), np.max(data)" ] }, { "cell_type": "markdown", "id": "dc97aab5", "metadata": {}, "source": [ "To verify that the field has been successfully imported, this section visualizes the fast neutron flux (flux0) on the mid-plane slice using matplotlib.pyplot. is important to note that, compared to the Plotter class provided by pyvista, matplotlib.pyplot performs automatic interpolation. Therefore, masks are applied to restrict the visualization to the target region. It is recommended to use Plotter for complex geometries, while matplotlib.pyplot is suitable for simpler cases." ] }, { "cell_type": "code", "execution_count": 5, "id": "563f8b68", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sriva/miniconda3/envs/ml/lib/python3.10/site-packages/matplotlib/tri/_triangulation.py:181: RuntimeWarning: invalid value encountered in cast\n", " triangles = np.asarray(triangles, dtype=np.int32)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0.98, 'Flux0 field at t=2.00 s')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Circle\n", "\n", "# initialize\n", "nrows = 1\n", "ncols = 4\n", "tt = len(times)-2 # the last second snapshot\n", "t = times[tt]\n", "figs_title = ['All regions','fuel','cladding','coolant']\n", "fig, axs = plt.subplots(nrows=1, ncols=ncols, figsize=(5 * ncols, 3.5 * nrows))\n", "\n", "# get slice data\n", "allRegion_sliced_points, allRegion_sliced_data, allRegion_slice_min, allRegion_slice_max = get_slice_data(grid, allRegions_snap[tt])\n", "fuel_sliced_points, fuel_sliced_data, fuel_slice_min, fuel_slice_max = get_slice_data(fuel_grid, fuel_snap[tt])\n", "clad_sliced_points, clad_sliced_data, clad_slice_min, clad_slice_max = get_slice_data(clad_grid, clad_snap[tt])\n", "cool_sliced_points, cool_sliced_data, cool_slice_min, cool_slice_max = get_slice_data(cool_grid, cool_snap[tt])\n", "\n", "c = axs[0].tricontourf(allRegion_sliced_points[:, 0], allRegion_sliced_points[:, 1], allRegion_sliced_data, levels=np.linspace(allRegion_slice_min, allRegion_slice_max, 100), cmap='jet')\n", "c = axs[1].tricontourf(fuel_sliced_points[:, 0], fuel_sliced_points[:, 1], fuel_sliced_data, levels=np.linspace(allRegion_slice_min, allRegion_slice_max, 100), cmap='jet')\n", "c = axs[2].tricontourf(clad_sliced_points[:, 0], clad_sliced_points[:, 1], clad_sliced_data, levels=np.linspace(allRegion_slice_min, allRegion_slice_max, 100), cmap='jet')\n", "c = axs[3].tricontourf(cool_sliced_points[:, 0], cool_sliced_points[:, 1], cool_sliced_data, levels=np.linspace(allRegion_slice_min, allRegion_slice_max, 100), cmap='jet')\n", "\n", "# circles for mask\n", "c1 = Circle((0.0, 0.0), radius=0.0041, edgecolor='None', facecolor='white', linewidth=1) # fuel radius\n", "c2 = Circle((0.0, 0.0), radius=0.0048, edgecolor='None', facecolor='white', linewidth=1) # clad radius\n", "\n", "axs[2].add_patch(c1) # mask for cladding \n", "axs[3].add_patch(c2) # mask for coolant\n", "\n", "for i in range(nrows*ncols):\n", " axs[i].set_title(f'{figs_title[i]}')\n", " axs[i].set_xticks([])\n", " axs[i].set_yticks([])\n", " axs[i].set_aspect('equal', 'box')\n", " fig.colorbar(c, ax=axs[i], ticks = np.linspace(allRegion_slice_min, allRegion_slice_max, 5))\n", "\n", "fig.suptitle(f'Flux0 field at t={t:.2f} s', fontsize=16)" ] }, { "cell_type": "markdown", "id": "0202232f", "metadata": {}, "source": [ "### First Group of Precursors \"prec0\"\n", "\n", "Field 'prec0' only exists in the \"FUEL\" region, since it is related to fission products only, whereas it is a uniform value of 0 in the \"CLAD\" and \"COOL\" regions. \n", "\n", "*In order to ensure that the dimensions are consistent across the entire domain, the `import_field` function will assign the uniform value to all cells in these two regions.*" ] }, { "cell_type": "code", "execution_count": 6, "id": "dd081e21", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The valid region for prec0: ['CLAD', 'COOL', 'FUEL']\n", "Importing prec0 - foamlib: 3.000 / 3.00 - 2.399710 s/it\n", "Importing prec0 - foamlib: 1.000 / 1.00 - 1.983810 s/it\n" ] } ], "source": [ "Valid_prec0_region = of._get_valid_regions_for_field('prec0')\n", "print(\"The valid region for prec0: \", Valid_prec0_region)\n", "\n", "prec0_snap, _ = of.import_field('prec0', import_mode='foamlib')\n", "\n", "prec0_fuel_snap = of.import_field('prec0', regions_to_import='FUEL', import_mode='foamlib')[0]" ] }, { "cell_type": "markdown", "id": "2df3109f", "metadata": {}, "source": [ "Let us plot the field \"prec0\" on the mid-plane slice to verify the successful import. " ] }, { "cell_type": "code", "execution_count": 7, "id": "1c83aacf", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'prec0 field at t=2.00 s')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# visualize\n", "nrows = 1\n", "ncols = 2\n", "\n", "fig, axs = plt.subplots(nrows=nrows, ncols=ncols, figsize=(5 * ncols, 3.5 * nrows))\n", "\n", "# get slice data\n", "allRegion_sliced_points_prec0, allRegion_sliced_data_prec0, allRegion_slice_min_prec0, allRegion_slice_max_prec0 = get_slice_data(grid, prec0_snap[tt])\n", "\n", "fuel_sliced_points, fuel_sliced_data, fuel_slice_min, fuel_slice_max = get_slice_data(fuel_grid, prec0_fuel_snap[tt])\n", "\n", "c1 = axs[0].tricontourf(allRegion_sliced_points_prec0[:, 0], allRegion_sliced_points_prec0[:, 1], allRegion_sliced_data_prec0, levels=np.linspace(allRegion_slice_min_prec0, allRegion_slice_max_prec0, 100), cmap='plasma')\n", "fig.colorbar(c1, ax=axs[0], ticks = np.linspace(allRegion_slice_min_prec0, allRegion_slice_max_prec0, 5))\n", "\n", "c2 = axs[1].tricontourf(fuel_sliced_points[:, 0], fuel_sliced_points[:, 1], fuel_sliced_data, levels=np.linspace(fuel_slice_min, fuel_slice_max, 100), cmap='plasma')\n", "fig.colorbar(c2, ax=axs[1], ticks = np.linspace(fuel_slice_min, fuel_slice_max, 5))\n", "\n", "for ax in axs:\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", "\n", "axs[0].set_title('All regions')\n", "axs[1].set_title('Fuel region')\n", "\n", "fig.suptitle(f'prec0 field at t={t:.2f} s', fontsize=16)" ] }, { "cell_type": "markdown", "id": "537f5407", "metadata": {}, "source": [ "### Velocity \"U\"\n", "\n", "Field \"U\" only exists in the \"COOL\" region, thus the method `import_field` will import only the velocity data in the \"COOL\" region, discarding the other regions, where no file \"U\" exists." ] }, { "cell_type": "code", "execution_count": 8, "id": "2791ae74", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The valid region for U: ['COOL']\n", "Importing U - foamlib: 1.000 / 1.00 - 6.373866 s/it\n" ] } ], "source": [ "Valid_U_region = of._get_valid_regions_for_field('U')\n", "print(\"The valid region for U: \", Valid_U_region)\n", "\n", "U_snap, times = of.import_field('U', import_mode='foamlib')" ] }, { "cell_type": "markdown", "id": "7e089db2", "metadata": {}, "source": [ "Recalling that vectors are imported as flattened arrays, we can reshape the velocity data to obtain the velocity components in the x, y, and z directions and visualize the velocity magnitude on the mid-plane slice." ] }, { "cell_type": "code", "execution_count": 9, "id": "21066184", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nrows = 1\n", "ncols = 1\n", "\n", "fig, axs = plt.subplots(nrows=nrows, ncols=ncols, figsize=(5 * ncols, 3.5 * nrows))\n", "\n", "u_mag = np.linalg.norm(U_snap[tt].reshape(-1, 3), axis=1) # reshape the flattened array to (N, 3) and compute the magnitude\n", "\n", "# get slice data\n", "allRegion_sliced_points_U, allRegion_sliced_data_U, allRegion_slice_min_U, allRegion_slice_max_U = get_slice_data(cool_grid, u_mag)\n", "\n", "c = axs.tricontourf(allRegion_sliced_points_U[:, 0], allRegion_sliced_points_U[:, 1], allRegion_sliced_data_U, levels=np.linspace(allRegion_slice_min_U, allRegion_slice_max_U, 100), cmap='RdYlBu_r')\n", "\n", "c0 = Circle((0.0, 0.0), radius=0.0048, edgecolor='black', facecolor='white', linewidth=1) # clad radius\n", "axs.add_patch(c0) # mask for coolant\n", "\n", "axs.set_title(f't = {t} s, U')\n", "axs.set_xticks([])\n", "axs.set_yticks([])\n", "axs.set_aspect('equal', 'box')\n", "fig.colorbar(c, ax=axs, ticks = np.linspace(allRegion_slice_min_U, allRegion_slice_max_U, 5))" ] }, { "cell_type": "markdown", "id": "a00dbb9f", "metadata": {}, "source": [ "## Define Candidate Points for Sensor Placement\n", "\n", "This section explains how to use `pyforce` functionalities to extract candidate points for sensor placement, using regional grids. The functions can be generally applied to any grids (not limited to OpenFOAM meshes) as long as the grid is imported as a `pyvista` object.\n", "\n", "As well known in the literature, sensors in nuclear reactors can be placed only in specific regions, thus the candidate points for sensor placement should be selected from the valid region(s). Let us limit ourselves to have sensors in the \"cool\" region, and extract the candidate points from the \"COOL\" grid. The function `get_candidate_regions_points` can be used to extract the candidate points from the \"COOL\" grid.\n", "\n", "In practice, by looking at the picture below, we want to extract from the full grid the points that are located in the \"COOL\" region, which is represented by the red points. The function `get_candidate_regions_points` can be used to extract these candidate points for sensor placement, especially if indices are needed." ] }, { "cell_type": "code", "execution_count": 10, "id": "c9ce5869", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pl = pv.Plotter(window_size=(400, 400))\n", "\n", "pl.add_mesh(grid.slice(normal='z', origin=grid.center), show_edges=True, color='white', opacity=0.5)\n", "pl.add_points(cool_grid.slice(normal='z', origin=grid.center).cell_centers().points, color='red', point_size=2)\n", "pl.view_xy()\n", "\n", "pl.show(jupyter_backend='static')" ] }, { "cell_type": "markdown", "id": "5d320d59", "metadata": {}, "source": [ "Let us extract the candidate points." ] }, { "cell_type": "code", "execution_count": 11, "id": "2b4acf2a", "metadata": {}, "outputs": [], "source": [ "from pyforce.tools.write_read import get_candidate_regions_points\n", "\n", "candidate_points, candidate_idx = get_candidate_regions_points(grid, cool_grid)" ] }, { "cell_type": "markdown", "id": "798c9c33", "metadata": {}, "source": [ "Let us visualize the candidate points on the mid-plane slice to verify that they are correctly extracted from the \"COOL\" region." ] }, { "cell_type": "code", "execution_count": 12, "id": "ec10ca14", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "points = grid.cell_centers().points\n", "nodes_cool = points[candidate_idx]\n", "\n", "fig, axs = plt.subplots(1,2, figsize=(4.5*2,4), sharex=True, sharey=True)\n", "\n", "figs_title = ['All regions centroids', 'Candidate points projection']\n", "axs[0].set_ylabel('y (m)')\n", "for i,ax in enumerate(axs):\n", " ax.set_xlabel('x (m)')\n", " axs[i].set_title(figs_title[i])\n", "mark_size = 3\n", "\n", "axs[0].scatter([p[0] for p in points], [p[1] for p in points], color=\"#333333\", s=mark_size)\n", "\n", "axs[1].scatter([p[0] for p in points], [p[1] for p in points], color=\"#333333\", s=mark_size)\n", "axs[1].scatter(nodes_cool[:,0], nodes_cool[:,1], color=\"#ff7f0e\", s=mark_size, label='candidate points', marker='s', alpha=0.2)\n", "axs[1].legend()" ] }, { "cell_type": "markdown", "id": "d99260f1", "metadata": {}, "source": [ "It can be also useful to locate a list of candidate points on the full grid to find the closest cell centroids, which can be used for sensor placement. " ] }, { "cell_type": "code", "execution_count": 13, "id": "6d75ac7a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "candidate_probes = []\n", "candidate_probes.append([-0.005,-0.005,0.1])\n", "candidate_probes.append([0.005,-0.005,0.1])\n", "candidate_probes.append([-0.005,0.005,0.1])\n", "candidate_probes.append([0.005,0.005,0.1])\n", "\n", "from pyforce.tools.write_read import get_candidate_probes\n", "\n", "candidate_fixed_points, candidate_fixed_idx = get_candidate_probes(grid, cool_grid, candidate_probes)\n", "nodes_fixed_point = points[candidate_fixed_idx]\n", "\n", "fig, ax = plt.subplots(figsize=(4, 4))\n", "\n", "ax.set_xlabel('x (m)')\n", "ax.set_ylabel('y (m)')\n", "ax.set_title('candidate points')\n", "mark_size = 3\n", "\n", "ax.scatter([p[0] for p in points], [p[1] for p in points], color=\"#333333\", s=mark_size)\n", "ax.scatter(nodes_fixed_point[:,0], nodes_fixed_point[:,1], color=\"#ff7f0e\", s=30, marker='x', label='candiate points')\n", "ax.legend()\n" ] }, { "cell_type": "markdown", "id": "318ceff8", "metadata": {}, "source": [ "For some applications, it is useful to place sensors along channels (in the $z$-direction only at the moment)." ] }, { "cell_type": "code", "execution_count": 14, "id": "3d01e697", "metadata": {}, "outputs": [], "source": [ "from pyforce.tools.write_read import get_candidate_channel_all_points\n", "\n", "candidate_1 = []\n", "candidate_1.append([-0.005,-0.005])\n", "candidate_points_1, candidate_idx_1 = get_candidate_channel_all_points(grid, cool_grid, candidate_1, tol = 3.5e-4)\n", "\n", "candidate_2 = []\n", "candidate_2.append([-0.005,0.005])\n", "candidate_points_2, candidate_idx_2 = get_candidate_channel_all_points(grid, cool_grid, candidate_2, tol = 3.5e-4)\n", "\n", "candidate_3 = []\n", "candidate_3.append([0.005,-0.005])\n", "candidate_points_3, candidate_idx_3 = get_candidate_channel_all_points(grid, cool_grid, candidate_3, tol = 3.5e-4)\n", "\n", "candidate_4 = []\n", "candidate_4.append([0.005,0.005])\n", "candidate_points_4, candidate_idx_4 = get_candidate_channel_all_points(grid, cool_grid, candidate_4, tol = 3e-4)\n", "\n", "candidate_channel_idx = np.concatenate((candidate_idx_1,candidate_idx_2,candidate_idx_3,candidate_idx_4))\n", "candidate_channel_points = grid.cell_centers().points[candidate_channel_idx]" ] }, { "cell_type": "markdown", "id": "6e10bea3", "metadata": {}, "source": [ "Visualise fixed channels for sensor placemnet" ] }, { "cell_type": "code", "execution_count": 15, "id": "a15ca667", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1,2, figsize=(6*2,5))\n", "\n", "figs_title = ['xy projection', 'xz projection']\n", "for i,ax in enumerate(axs):\n", " ax.set_xlabel('x (m)')\n", " ax.set_ylabel('y (m)')\n", " axs[i].set_title(figs_title[i])\n", "mark_size = 3\n", "\n", "axs[0].scatter(points[:,0], points[:,1], color=\"#333333\", s=mark_size)\n", "axs[0].scatter(candidate_channel_points[:,0], candidate_channel_points[:,1], color=\"#ff7f0e\", s=30, marker='x',label='candidate points')\n", "axs[0].legend()\n", "\n", "axs[1].scatter(points[:,0],points[:,2], color=\"#333333\", s=mark_size)\n", "axs[1].scatter(candidate_channel_points[:,0], candidate_channel_points[:,2], color=\"#ff7f0e\", s=30, marker='x',label='candidate points')\n", "axs[1].legend()" ] }, { "cell_type": "markdown", "id": "75de19b5", "metadata": {}, "source": [ "## Physics-based Sensor Placement\n", "\n", "In this last section, we apply the EIM, GEIM and PBDW approaches for sensor placement, following the methodology introduced in the tutorial “03_sensor_placement”. The only difference is that here we restrict the sensor placement to the \"COOL\" region by using the candidate points extracted from the \"COOL\" grid.\n", "\n", "Let us split the flux snapshots into training and testing sets first and scale with respect to the initial condition (IC)." ] }, { "cell_type": "code", "execution_count": 16, "id": "da02b828", "metadata": {}, "outputs": [], "source": [ "from pyforce.tools.functions_list import train_test_split\n", "\n", "times = times\n", "snaps = allRegions_snap # these are the snaps for the flux0 field\n", "\n", "train_params, test_params, train_dataset, test_dataset = train_test_split(times, snaps, test_size=0.2, random_state=42)\n", "\n", "# Sorting the dataset with respect to the time parameter - plotting purposes\n", "_argsort = np.argsort(train_params)\n", "train_params = np.array(train_params)[_argsort]\n", "train_dataset.sort(_argsort)\n", "\n", "_argsort = np.argsort(test_params)\n", "test_params = np.array(test_params)[_argsort]\n", "test_dataset.sort(_argsort)\n", "\n", "from pyforce.tools.scalers import MinMaxScaler\n", "scaler = MinMaxScaler(wrt_ic=True)\n", "scaler.fit(train_dataset)\n", "train_dataset = scaler.transform(train_dataset)\n", "test_dataset = scaler.transform(test_dataset)" ] }, { "cell_type": "markdown", "id": "cd76682a", "metadata": {}, "source": [ "### Offline Stage\n", "\n", "After obtaining the candidate indices and points, this section performs the offline-stage training, following the procedures introduced in the tutorial “03_sensor_placement”. The placement constraints are specified via the _xm_idx argument for EIM and the xm_list argument for GEIM. These parameters are restricted to the coolant region." ] }, { "cell_type": "code", "execution_count": 17, "id": "19bcf33c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Iteration 010 | Abs Err (Linfty): 3.50e-04 - EIM done\n", "Creating Gaussian Sensor Library: 100.000 / 100.00% - 0.000289 s/it\n", "GEIM Iteration 10/10 - MaxAbsErr: 6.7283e-07 - MaxRelErr: 4.8043e-04 \r" ] } ], "source": [ "# initialize\n", "#=======================\n", "Mmax = 10\n", "gdim = 3\n", "s = 1e-3\n", "#======================\n", "\n", "# EIM\n", "from pyforce.offline.eim import EIM\n", "\n", "eim_offline = EIM(grid, gdim=gdim, varname=field)\n", "train_eim_coeffs = eim_offline.fit(train_snaps=train_dataset, Mmax = Mmax, \n", " _xm_idx = candidate_idx, \n", " verbose=True)[1]\n", "# GEIM\n", "from pyforce.offline.geim import GEIM\n", "geim_offline = GEIM(grid, gdim=gdim, varname=field, sensors_type='Gaussian')\n", "sens_params = {\n", " 's': s, # spread of the Gaussian kernels - hyperparameter to be tuned according to the physical system\n", " 'xm_list': candidate_points # downsampled candidate points for computational efficiency\n", "}\n", "train_geim_coeff = geim_offline.fit(train_snaps=train_dataset, Mmax = Mmax, \n", " sensor_params=sens_params, verbose=True)[2]" ] }, { "cell_type": "markdown", "id": "235092e6", "metadata": {}, "source": [ "The SGreedy algorithm is a greedy method generalized to any reduced basis and any linear functional used as a sensor. In particular, SGreedy requires a reduced basis spanning an associated reduced space as input. This basis can, for example, be obtained via a POD of the training snapshots. Sensors are then selected to maximize the information provided, spanning an update space of dimension Mmax.\n", "\n", "To this end, we perform a randomized SVD of the training snapshots." ] }, { "cell_type": "code", "execution_count": 18, "id": "73e18847", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SVD of flux0 snapshots calculated in 1.150304 seconds (cpu).\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyforce.offline.pod import rSVD\n", "\n", "svd_offline = rSVD(grid, gdim=gdim, varname=field)\n", "svd_offline.fit(train_snaps=train_dataset, rank=Mmax, verbose=True)\n", "\n", "svd_fig = svd_offline.plot_sing_vals()\n", "axs = svd_fig.get_axes()\n", "for ax in axs:\n", " ax.set_xlim(0,Mmax)" ] }, { "cell_type": "markdown", "id": "86cf1fe7", "metadata": {}, "source": [ "Once the basis is computed, we can use it to perform the SGreedy sensor placement. The initialization of the class is similar to the previous cases.\n", "\n", "The training of the SGreedy algorithm, through the fit method, requires the basis functions spanning the reduced space (using only the first 5 modes), the maximum number of sensors to be placed, and the sensor parameters (similar to the GEIM case)." ] }, { "cell_type": "code", "execution_count": 19, "id": "b23c5c6b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating Gaussian Sensor Library: 100.000 / 100.00% - 0.000281 s/it\n", "SGREEDY: m = 09, n = 04 | beta_n,m = 0.076907\r" ] } ], "source": [ "# PBDW\n", "from pyforce.offline.sgreedy import SGREEDY\n", "sgreedy_placement = SGREEDY(grid, gdim=gdim, varname=field)\n", "\n", "sens_params = {\n", " 's': s, # spread of the Gaussian kernels - hyperparameter to be tuned according to the physical system\n", " 'xm_list': candidate_points, # downsampled candidate points for computational efficiency\n", "}\n", "\n", "rank_svd = 4\n", "\n", "sgreedy_placement.fit(\n", " basis_functions= svd_offline.svd_modes[:rank_svd],\n", " Mmax = Mmax,\n", " sensor_params=sens_params\n", ")" ] }, { "cell_type": "markdown", "id": "5924cbee", "metadata": {}, "source": [ "### Visualize Sensor Placement\n", "\n", "Once the basis is computed, it can be used to perform SGreedy sensor placement. The initialization of the class is similar to the previous cases.\n", "\n", "Training the SGreedy algorithm via the fit method requires the basis functions spanning the reduced space (using only the first five modes), the maximum number of sensors to be placed, and the sensor parameters (similar to the GEIM case)." ] }, { "cell_type": "code", "execution_count": 20, "id": "c3b87fd6", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare the placement\n", "fig, axs = plt.subplots(1,3, figsize=(15,5))\n", "markersize = 40\n", "\n", "for ax in axs:\n", " ax.scatter(cool_grid.cell_centers().points[:,0], cool_grid.cell_centers().points[:,1], marker='o', color='0.5', s=5); ax.set_xlabel('x (m)'); ax.set_ylabel('y (m)')\n", "\n", "axs[0].scatter([p[0] for p in eim_offline.magic_points['points']], [p[1] for p in eim_offline.magic_points['points']], marker='x', color='b', s=markersize, label='EIM magic points')\n", "\n", "axs[1].scatter([grid.cell_centers().points[geim_offline.magic_sensors.library(pp).argmax(), 0] for pp in range(len(geim_offline.magic_sensors))], [grid.cell_centers().points[geim_offline.magic_sensors.library(pp).argmax(), 1] for pp in range(len(geim_offline.magic_sensors))], marker='x', color='darkgreen', s=markersize, label='GEIM magic points')\n", "\n", "axs[2].scatter([p[0] for p in sgreedy_placement.sensor_centers], [p[1] for p in sgreedy_placement.sensor_centers], marker='x', color='r', s=markersize, label='SGreedy sensors')\n", "\n", "axs[0].set_title('EIM sensor placement'); axs[1].set_title('GEIM sensor placement'); axs[2].set_title('SGreedy sensor placement')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "36582fb7", "metadata": {}, "source": [ "Furthermore, since our case involves a 3D geometry, this section visualizes the distribution of all sensors for the GEIM approach; the other two approaches are omitted to save space." ] }, { "cell_type": "code", "execution_count": 21, "id": "0c443fad", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# sensor nodes\n", "nodes = geim_offline.magic_sensors.nodes\n", "max_idx = np.argmax(geim_offline.magic_sensors.library.return_matrix(), axis=0)[:Mmax]\n", "\n", "pl = pv.Plotter(window_size=[1500, 300])\n", "pl.add_mesh(of._region_mesh('CLAD').rotate_y(90), color='white', show_edges=False, opacity=0.5)\n", "\n", "# add sensor scatter\n", "for ii in range(len(max_idx)):\n", " idx = max_idx[ii]\n", " orig_p = nodes[idx]\n", " rotated_p = [orig_p[2], orig_p[1], -orig_p[0]]\n", " pl.add_mesh(\n", " pv.Sphere(radius=0.001, center=rotated_p), # using sphere\n", " color='green'\n", " )\n", " pl.add_point_labels(\n", " points=rotated_p, # Explicit (1, 3) array\n", " labels=[str(ii + 1)], \n", " font_size=20, # 80 might be huge depending on zoom\n", " text_color='black',\n", " always_visible=True, \n", " point_size=0,\n", " render_points_as_spheres=False\n", " )\n", "\n", "pl.view_xy()\n", "pl.zoom_camera(4.5)\n", "\n", "pl.show(jupyter_backend='static')" ] }, { "cell_type": "markdown", "id": "e990716c", "metadata": {}, "source": [ "### Online Stage\n", "\n", "In this section, we perform online-stage training using the EIM, GEIM, and PBDW approaches." ] }, { "cell_type": "code", "execution_count": 22, "id": "205b1219", "metadata": {}, "outputs": [], "source": [ "#Online stage\n", "noise_std = 0.05*train_dataset.mean()\n", "\n", "# EIM\n", "from pyforce.online.eim import EIM as OnlineEIM\n", "\n", "eim_online = OnlineEIM(grid, gdim=gdim, varname=field)\n", "eim_online.set_basis(eim_offline.magic_functions)\n", "eim_online.set_magic_points(eim_offline.magic_points)\n", "\n", "# Assemble Tikhonov regularization matrix\n", "eim_online.set_tikhonov_matrices(beta_coeffs=train_eim_coeffs)\n", "\n", "# Prediction with EIM\n", "test_eim_measures = eim_online.get_measurements(test_dataset, noise_std=noise_std)\n", "eim_prediction = eim_online.estimate(test_eim_measures, regularization_params={'type': 'tikhonov', 'lambda': noise_std**2})\n", "\n", "# GEIM\n", "from pyforce.online.geim import GEIM as OnlineGEIM\n", "\n", "geim_online = OnlineGEIM(grid, gdim=gdim, varname=field)\n", "geim_online.set_basis(geim_offline.magic_functions)\n", "geim_online.set_magic_sensors(geim_offline.magic_sensors.library)\n", "\n", "# Assemble Tikhonov regularization matrix\n", "geim_online.set_tikhonov_matrices(beta_coeffs=train_geim_coeff)\n", "\n", "# Prediction with GEIM\n", "test_geim_measures = geim_online.get_measurements(test_dataset, noise_std=noise_std)\n", "geim_prediction = geim_online.estimate(test_geim_measures, regularization_params={'type': 'tikhonov', 'lambda': noise_std**2})\n", "\n", "# PBDW\n", "from pyforce.online.pbdw import PBDW\n", "pbdw_online = PBDW(grid, gdim=gdim, varname=field)\n", "pbdw_online.set_basis(svd_offline.svd_modes[:rank_svd])\n", "pbdw_online.set_basis_sensors(sgreedy_placement.sensors.library)\n", "\n", "pbdw_online.compute_matrices()\n", "pbdw_measures = pbdw_online.get_measurements(test_dataset, noise_std=noise_std)\n", "pbdw_prediction = pbdw_online.estimate(pbdw_measures, xi=10)" ] }, { "cell_type": "markdown", "id": "72030869", "metadata": {}, "source": [ "We compare the results obtained using the three approaches: EIM, GEIM, and PBDW." ] }, { "cell_type": "code", "execution_count": 25, "id": "4a1b9fac", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing errors: 80.000 / 80.00 - 0.000113 s/it\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Comparison of average relative errors\n", "from pyforce.tools.backends import IntegralCalculator, LoopProgress\n", "errors = {\n", " 'EIM': [],\n", " 'GEIM': [],\n", " 'PBDW': []\n", "}\n", "\n", "calculator = IntegralCalculator(grid, gdim=gdim)\n", "bar = LoopProgress(final=len(test_dataset), msg='Computing errors')\n", "\n", "for mu, snap in enumerate(test_dataset):\n", " _snap_norm = calculator.L2_norm(snap)\n", "\n", " # EIM error\n", " errors['EIM'].append(\n", " calculator.L2_norm(snap - eim_prediction[mu]) / _snap_norm\n", " )\n", "\n", " # GEIM error\n", " errors['GEIM'].append(\n", " calculator.L2_norm(snap - geim_prediction[mu]) / _snap_norm\n", " )\n", "\n", " # PBDW error\n", " errors['PBDW'].append(\n", " calculator.L2_norm(snap - pbdw_prediction[mu]) / _snap_norm\n", " )\n", "\n", " bar.update(1)\n", "\n", "fig, axs = plt.subplots(1,2, figsize=(10,4))\n", "axs[0].bar(errors.keys(), [np.mean(errors[key]) for key in errors.keys()], \n", " color=['blue', 'green', 'red'])\n", "axs[0].set_ylabel('Average relative error')\n", "\n", "axs[1].plot(test_params, test_dataset.mean(axis=0), label='FOM')\n", "axs[1].fill_between(test_params, test_dataset.mean(axis=0) - test_dataset.std(axis=0), test_dataset.mean(axis=0) + test_dataset.std(axis=0), color='gray', alpha=0.2, label=r'FOM $\\pm$ noise std')\n", "axs[1].plot(test_params, eim_prediction.mean(axis=0), '--', label='EIM Prediction')\n", "axs[1].plot(test_params, geim_prediction.mean(axis=0), '-.', label='GEIM Prediction')\n", "axs[1].plot(test_params, pbdw_prediction.mean(axis=0), ':', label='PBDW Prediction')\n", "axs[1].set_xlabel('Time (s)')\n", "axs[1].legend()\n", "axs[1].set_ylabel('Mean value of the field across the domain')\n", "\n", "for ax in axs:\n", " ax.grid(True, which='both', linestyle='--', linewidth=0.5)\n", "\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "ml", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }