{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "206a681f-a3b4-430d-8e88-d4b11a9f32d0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "=== Radial equal-area infill ===\n", "Slice @ z : 0.00 mm\n", "Area fraction (target) : 0.300\n", "Filled area : 183.617 mm²\n", "Centroid (x̄,ȳ) : ( -0.00 , -0.00) mm\n", "Ix , Iy : 7617.569 , 7617.569 mm⁴\n", "|Ix − Iy| / Ix : 1.19e-16\n", "Ixy : -0.000 mm⁴\n", "\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "=== Radial equal-area infill ===\n", "Slice @ z : 2.50 mm\n", "Area fraction (target) : 0.300\n", "Filled area : 183.637 mm²\n", "Centroid (x̄,ȳ) : ( -0.00 , -0.00) mm\n", "Ix , Iy : 7825.814 , 7825.814 mm⁴\n", "|Ix − Iy| / Ix : 0.00e+00\n", "Ixy : -0.000 mm⁴\n", "\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "=== Radial equal-area infill ===\n", "Slice @ z : 5.00 mm\n", "Area fraction (target) : 0.300\n", "Filled area : 183.637 mm²\n", "Centroid (x̄,ȳ) : ( -0.00 , -0.00) mm\n", "Ix , Iy : 8009.353 , 8009.353 mm⁴\n", "|Ix − Iy| / Ix : 0.00e+00\n", "Ixy : 0.000 mm⁴\n", "\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "=== Radial equal-area infill ===\n", "Slice @ z : 7.50 mm\n", "Area fraction (target) : 0.300\n", "Filled area : 183.587 mm²\n", "Centroid (x̄,ȳ) : ( -0.00 , -0.00) mm\n", "Ix , Iy : 7516.301 , 7516.301 mm⁴\n", "|Ix − Iy| / Ix : 0.00e+00\n", "Ixy : -0.000 mm⁴\n", "\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "=== Radial equal-area infill ===\n", "Slice @ z : 10.00 mm\n", "Area fraction (target) : 0.300\n", "Filled area : 183.647 mm²\n", "Centroid (x̄,ȳ) : ( -0.00 , -0.00) mm\n", "Ix , Iy : 8084.520 , 8084.520 mm⁴\n", "|Ix − Iy| / Ix : 1.12e-16\n", "Ixy : 0.000 mm⁴\n", "\n" ] } ], "source": [ "# ----------------------------------------------------------------------\n", "# NEW – isotropic, constant-area implicit surface\n", "# ----------------------------------------------------------------------\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "\n", "def compute_area_moments(XX, YY, mask):\n", " dx = XX[0, 1] - XX[0, 0]\n", " dy = YY[1, 0] - YY[0, 0]\n", " dA = dx * dy\n", "\n", " A = np.count_nonzero(mask) * dA\n", " if A == 0:\n", " return A, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0\n", "\n", " x_vals = XX[mask]\n", " y_vals = YY[mask]\n", " x_c = np.sum(x_vals * dA) / A\n", " y_c = np.sum(y_vals * dA) / A\n", " x_shift = x_vals - x_c\n", " y_shift = y_vals - y_c\n", "\n", " I_x = np.sum((y_shift**2) * dA)\n", " I_y = np.sum((x_shift**2) * dA)\n", " I_xy = np.sum((x_shift * y_shift) * dA)\n", " J = I_x + I_y\n", "\n", " return A, x_c, y_c, I_x, I_y, I_xy, J\n", "\n", "\n", "\n", "def radial_equal_area_infill_rectangular(\n", " *,\n", " width,\n", " height,\n", " area_fraction, # 0 … 1 of INNER rectangle that must be solid\n", " z_height=0.0,\n", " base_period=6.0, # radial wavelength [mm]\n", " shell_layers=0,\n", " layer_width=0.4,\n", " grid_N=400,\n", " plot=True,\n", " tol=1e-4,\n", " max_iter=40\n", "):\n", " \"\"\"\n", " Generates a mask for an r-dependent implicit surface\n", " f(r,z) = sin( 2π r / base_period + ϕ(z) )\n", " At each z the threshold is chosen so that:\n", " • filled area = area_fraction · inner_area (constant)\n", " • Ix ≈ Iy (radial symmetry → automatic)\n", " Optional perimeter shells match the style of your gyroid routine.\n", " \"\"\"\n", " # 1) Build XY grid -------------------------------------------------\n", " xs = np.linspace(-width / 2, width / 2, grid_N)\n", " ys = np.linspace(-height / 2, height / 2, grid_N)\n", " XX, YY = np.meshgrid(xs, ys)\n", "\n", " # 2) Implicit field f(r,z) ----------------------------------------\n", " r = np.hypot(XX, YY)\n", " k = 2.0 * np.pi / base_period\n", " phi = 2.0 * np.pi * z_height / base_period # simple upward phase shift\n", " F = np.sin(k * r + phi) # values in [-1 … 1]\n", "\n", " # 3) Perimeter shells (optional) ----------------------------------\n", " shell_thk = shell_layers * layer_width\n", " inner_w = width / 2 - shell_thk\n", " inner_h = height / 2 - shell_thk\n", " inner_mask = ((np.abs(XX) < inner_w) &\n", " (np.abs(YY) < inner_h))\n", " shell_mask = ~inner_mask if shell_layers else np.zeros_like(F, bool)\n", "\n", " # 4) Desired filled area in INNER region --------------------------\n", " A_inner = inner_w * 2 * inner_h * 2\n", " target_area = area_fraction * A_inner\n", "\n", " # 5) Bisection to find threshold t so A == target_area ------------\n", " lo, hi = F.min(), F.max()\n", " t = 0.0\n", " for _ in range(max_iter):\n", " t = 0.5 * (lo + hi)\n", " mask_core = (F >= t) & inner_mask\n", " A, *_ = compute_area_moments(XX, YY, mask_core)\n", " if abs(A - target_area) < tol * A_inner:\n", " break\n", " if A > target_area:\n", " lo = t\n", " else:\n", " hi = t\n", "\n", " core_mask = (F >= t) & inner_mask\n", " final_mask = core_mask | shell_mask\n", "\n", " # 6) Section properties ------------------------------------------\n", " A_tot, x_c, y_c, Ix, Iy, Ixy, J = compute_area_moments(XX, YY, final_mask)\n", "\n", " # 7) Optional plot ------------------------------------------------\n", " if plot:\n", " plt.figure(figsize=(6, 6))\n", " plt.imshow(np.where(final_mask, 1.0, np.nan),\n", " origin='lower',\n", " extent=[-width / 2, width / 2, -height / 2, height / 2],\n", " interpolation='none')\n", " plt.title(f\"Radial equal-area infill (z = {z_height:.2f} mm)\\n\"\n", " f\"area = {area_fraction*100:.1f}% of inner; Ix ≈ Iy\")\n", " plt.xlabel(\"x [mm]\")\n", " plt.ylabel(\"y [mm]\")\n", " plt.gca().set_aspect('equal', 'box')\n", " plt.grid(True)\n", " plt.show()\n", "\n", " # 8) Console report ----------------------------------------------\n", " print(\"=== Radial equal-area infill ===\")\n", " print(f\"Slice @ z : {z_height:6.2f} mm\")\n", " print(f\"Area fraction (target) : {area_fraction:6.3f}\")\n", " print(f\"Filled area : {A_tot:8.3f} mm²\")\n", " print(f\"Centroid (x̄,ȳ) : ({x_c:6.2f} , {y_c:6.2f}) mm\")\n", " print(f\"Ix , Iy : {Ix:8.3f} , {Iy:8.3f} mm⁴\")\n", " print(f\"|Ix − Iy| / Ix : {abs(Ix-Iy)/Ix:8.2e}\")\n", " print(f\"Ixy : {Ixy:8.3f} mm⁴\")\n", " print(\"\")\n", " return final_mask\n", "\n", "\n", "# ----------------------------------------------------------------------\n", "# DEMO: comment or delete after testing\n", "# ----------------------------------------------------------------------\n", "if __name__ == \"__main__\":\n", " width = 20.0 # square coupon 20 × 20 mm\n", " shell_layers = 3\n", " layer_width = 0.4\n", " z_values = np.linspace(0.0, 10.0, 5) # 5 Z-slices\n", " area_fraction = 0.30 # 30 % of inner area\n", "\n", " for z in z_values:\n", " radial_equal_area_infill_rectangular(\n", " width=width,\n", " height=width,\n", " area_fraction=area_fraction,\n", " z_height=z,\n", " shell_layers=shell_layers,\n", " layer_width=layer_width,\n", " plot=True\n", " )\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "e7f0e3ec-7f4b-462d-8ab7-a9d123a5ec0d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "\n", "def generate_radial_equal_area_volume(\n", " *,\n", " width=20.0,\n", " height=20.0,\n", " thickness=10.0,\n", " base_period=6.0,\n", " grid_N=100,\n", " layer_count=100,\n", " area_fraction=0.30,\n", " tol=1e-4,\n", " max_iter=40\n", "):\n", " \"\"\"\n", " Generates a 3D binary volume of the radial infill pattern\n", " without perimeter shells. Volume shape: (Z, Y, X)\n", " \"\"\"\n", " xs = np.linspace(-width / 2, width / 2, grid_N)\n", " ys = np.linspace(-height / 2, height / 2, grid_N)\n", " zs = np.linspace(0.0, thickness, layer_count)\n", " XX, YY = np.meshgrid(xs, ys)\n", " r = np.hypot(XX, YY)\n", "\n", " inner_area = width * height\n", " target_area = area_fraction * inner_area\n", "\n", " filled_volume = []\n", "\n", " for z in zs:\n", " phi = 2.0 * np.pi * z / base_period\n", " k = 2.0 * np.pi / base_period\n", " F = np.sin(k * r + phi)\n", "\n", " # binary search for threshold\n", " lo, hi = F.min(), F.max()\n", " for _ in range(max_iter):\n", " t = 0.5 * (lo + hi)\n", " mask = (F >= t)\n", " A = np.count_nonzero(mask) * (width / grid_N) * (height / grid_N)\n", " if abs(A - target_area) < tol * inner_area:\n", " break\n", " if A > target_area:\n", " lo = t\n", " else:\n", " hi = t\n", "\n", " filled_volume.append(mask.astype(np.uint8))\n", "\n", " return np.stack(filled_volume, axis=0) # shape: (Z, Y, X)\n", "\n", "\n", "def plot_3d_binary_volume(volume, threshold=0.5, step=2):\n", " \"\"\"\n", " Uses matplotlib to render a 3D surface of the filled voxels.\n", " \"\"\"\n", " z_dim, y_dim, x_dim = volume.shape\n", " fig = plt.figure(figsize=(10, 8))\n", " ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", " ax.set_title(\"Radial Equal-Area Infill – 3D View\")\n", " ax.set_xlabel(\"X\")\n", " ax.set_ylabel(\"Y\")\n", " ax.set_zlabel(\"Z\")\n", "\n", " ax.view_init(elev=30, azim=45)\n", "\n", " for z in range(0, z_dim, step):\n", " mask = volume[z]\n", " y_idx, x_idx = np.nonzero(mask)\n", " x = x_idx - x_dim / 2\n", " y = y_idx - y_dim / 2\n", " z_layer = np.full_like(x, z)\n", " ax.scatter(x, y, z_layer, color='black', s=1, alpha=0.5)\n", "\n", " plt.tight_layout()\n", " plt.show()\n", "\n", "\n", "# -------------------------------\n", "# Run the 3D visualization\n", "# -------------------------------\n", "if __name__ == \"__main__\":\n", " volume = generate_radial_equal_area_volume(\n", " width=20.0,\n", " height=20.0,\n", " thickness=10.0,\n", " base_period=6.0,\n", " area_fraction=0.60,\n", " grid_N=100,\n", " layer_count=100\n", " )\n", "\n", " plot_3d_binary_volume(volume)\n" ] }, { "cell_type": "code", "execution_count": null, "id": "864d8b1e-6a0d-423b-9292-5deef913c351", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f39853ba-c914-4923-8e8c-263bcd88d933", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.13.3" } }, "nbformat": 4, "nbformat_minor": 5 }