Files
ISPITIVANJE_CVRSTOCE_FDM_3D…/software/.ipynb_checkpoints/GYROID-checkpoint.ipynb
2025-08-17 12:22:51 +02:00

501 lines
319 KiB
Plaintext
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

{
"cells": [
{
"cell_type": "code",
"execution_count": 14,
"id": "d5e79bb2-9fc5-4a71-82e2-14ce475e7a5d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"density=0.10 shell=2x0.42mm\n",
" A_shell = 30.78 mm^2\n",
" L_infill = 15.10 mm\n",
" A_infill = 6.34 mm^2\n",
" A_total = 37.12 mm^2\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 500x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"density=0.15 shell=2x0.42mm\n",
" A_shell = 30.78 mm^2\n",
" L_infill = 28.05 mm\n",
" A_infill = 11.78 mm^2\n",
" A_total = 42.56 mm^2\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 500x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"density=0.60 shell=2x0.42mm\n",
" A_shell = 30.78 mm^2\n",
" L_infill = 119.42 mm\n",
" A_infill = 50.16 mm^2\n",
" A_total = 80.93 mm^2\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 500x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"from math import ceil, pi\n",
"\n",
"EPS = 1e-9\n",
"\n",
"# ----------------- Prusa gyroid core -----------------\n",
"\n",
"def prusa_f(x, z_sin, z_cos, vertical, flip):\n",
" if vertical:\n",
" phase_offset = (np.pi if z_cos < 0 else 0.0) + np.pi\n",
" a = np.sin(x + phase_offset)\n",
" b = -z_cos\n",
" res = z_sin * np.cos(x + phase_offset + (np.pi if flip else 0.0))\n",
" r = np.sqrt(a*a + b*b)\n",
" return np.arcsin(a/r) + np.arcsin(res/r) + np.pi\n",
" else:\n",
" phase_offset = np.pi if z_sin < 0.0 else 0.0\n",
" a = np.cos(x + phase_offset)\n",
" b = -z_sin\n",
" res = z_cos * np.sin(x + phase_offset + (0.0 if flip else np.pi))\n",
" r = np.sqrt(a*a + b*b)\n",
" return np.arcsin(a/r) + np.arcsin(res/r) + 0.5*np.pi\n",
"\n",
"def _cross2(ax, ay, bx, by): return ax*by - ay*bx\n",
"\n",
"def make_one_period(width_units, z_cos, z_sin, vertical, flip, tol_units):\n",
" dx = np.pi/2.0\n",
" limit = min(2.0*np.pi, width_units)\n",
" xs = list(np.arange(0.0, limit-EPS, dx)) + [limit]\n",
" pts = [[x, prusa_f(x, z_sin, z_cos, vertical, flip)] for x in xs]\n",
" # refinement loop\n",
" while True:\n",
" n0 = len(pts)\n",
" new = [pts[0]]\n",
" for i in range(1, len(pts)):\n",
" lx, ly = new[-1]\n",
" rx, ry = pts[i]\n",
" xm = 0.5*(lx + rx)\n",
" ym = prusa_f(xm, z_sin, z_cos, vertical, flip)\n",
" if abs(_cross2(xm-lx, ym-ly, xm-rx, ym-ry)) > tol_units*tol_units:\n",
" new.append([xm, ym])\n",
" new.append([rx, ry])\n",
" pts = new\n",
" if len(pts) == n0: break\n",
" pts.sort(key=lambda p: p[0])\n",
" return np.asarray(pts)\n",
"\n",
"def make_wave(one_period, width_units, height_units, y0, scale_mm_per_unit,\n",
" z_cos, z_sin, vertical, flip):\n",
" pts = one_period.copy()\n",
" period = pts[-1,0]\n",
" if abs(width_units - period) > EPS:\n",
" n = len(pts)\n",
" pts = pts[:-1].tolist()\n",
" while pts[-1][0] < width_units - EPS:\n",
" src = pts[-n+1]\n",
" pts.append([src[0] + period, src[1]])\n",
" y_end = prusa_f(width_units, z_sin, z_cos, vertical, flip)\n",
" pts.append([width_units, y_end])\n",
" else:\n",
" pts = pts.tolist()\n",
"\n",
" out = []\n",
" for x,y in pts:\n",
" y = y + y0\n",
" y = min(max(y, 0.0), height_units) # clamp like Prusa\n",
" if vertical: x, y = y, x # swap *after* clamp\n",
" out.append([x*scale_mm_per_unit, y*scale_mm_per_unit])\n",
" return np.asarray(out)\n",
"\n",
"def make_gyroid_waves_prusa(z_mm, density, spacing_mm, width_mm, height_mm,\n",
" density_adjust=1.0, pattern_tolerance_mm=0.5,\n",
" pad_modules=int(ceil(2.0*np.pi))):\n",
" \"\"\"\n",
" Returns list of polylines (Nx2 arrays) in mm (NOT clipped).\n",
" \"\"\"\n",
" dens = max(0.0, density * density_adjust)\n",
" if dens <= 0.0: return []\n",
"\n",
" scale = spacing_mm / dens # mm per “unit”\n",
" tol_units = min(spacing_mm/2.0, pattern_tolerance_mm) / scale\n",
"\n",
" # z in “units”\n",
" z = z_mm / scale\n",
" z_sin, z_cos = np.sin(z), np.cos(z)\n",
"\n",
" # Prusa-like module counts (ceil + 1)\n",
" modules_x = int(ceil(width_mm / scale)) + 1\n",
" modules_y = int(ceil(height_mm / scale)) + 1\n",
"\n",
" # emulate align_to_grid padding (2π “modules”)\n",
" Wm = modules_x + pad_modules\n",
" Hm = modules_y + pad_modules\n",
"\n",
" vertical = (abs(z_sin) <= abs(z_cos))\n",
" lower, upper = 0.0, Hm\n",
" flip = True\n",
" if vertical:\n",
" flip = False\n",
" lower = -np.pi\n",
" upper = Wm - np.pi/2.0\n",
" Wm, Hm = Hm, Wm # swap like the C++ after computing bounds\n",
"\n",
" odd = make_one_period(Wm, z_cos, z_sin, vertical, flip, tol_units)\n",
" flip = not flip\n",
" even = make_one_period(Wm, z_cos, z_sin, vertical, flip, tol_units)\n",
"\n",
" lines = []\n",
" y0 = lower\n",
" while y0 < upper + EPS:\n",
" lines.append(make_wave(odd, Wm, Hm, y0, scale, z_cos, z_sin, vertical, flip))\n",
" y0 += np.pi\n",
" if y0 < upper + EPS:\n",
" lines.append(make_wave(even, Wm, Hm, y0, scale, z_cos, z_sin, vertical, flip))\n",
" y0 += np.pi\n",
"\n",
" # translate back by the padding so the original box sits inside\n",
" shift_mm = pad_modules * scale\n",
" for i in range(len(lines)):\n",
" lines[i][:,0] -= shift_mm\n",
" lines[i][:,1] -= shift_mm\n",
" return lines\n",
"\n",
"# ----------------- rectangle clipping & length -----------------\n",
"\n",
"INSIDE, LEFT, RIGHT, BOTTOM, TOP = 0, 1, 2, 4, 8\n",
"\n",
"def _outcode(x, y, xmin, ymin, xmax, ymax):\n",
" code = INSIDE\n",
" if x < xmin: code |= LEFT\n",
" elif x > xmax: code |= RIGHT\n",
" if y < ymin: code |= BOTTOM\n",
" elif y > ymax: code |= TOP\n",
" return code\n",
"\n",
"def _clip_segment(x0, y0, x1, y1, xmin, ymin, xmax, ymax):\n",
" c0 = _outcode(x0, y0, xmin, ymin, xmax, ymax)\n",
" c1 = _outcode(x1, y1, xmin, ymin, xmax, ymax)\n",
" while True:\n",
" if not (c0 | c1):\n",
" return x0, y0, x1, y1, True\n",
" if c0 & c1:\n",
" return 0, 0, 0, 0, False\n",
" c = c0 or c1\n",
" if c & TOP:\n",
" x = x0 + (x1 - x0) * (ymax - y0) / (y1 - y0); y = ymax\n",
" elif c & BOTTOM:\n",
" x = x0 + (x1 - x0) * (ymin - y0) / (y1 - y0); y = ymin\n",
" elif c & RIGHT:\n",
" y = y0 + (y1 - y0) * (xmax - x0) / (x1 - x0); x = xmax\n",
" else:\n",
" y = y0 + (y1 - y0) * (xmin - x0) / (x1 - x0); x = xmin\n",
" if c == c0:\n",
" x0, y0 = x, y; c0 = _outcode(x0, y0, xmin, ymin, xmax, ymax)\n",
" else:\n",
" x1, y1 = x, y; c1 = _outcode(x1, y1, xmin, ymin, xmax, ymax)\n",
"\n",
"def _clip_polylines_to_rect(lines, xmin, ymin, xmax, ymax):\n",
" out = []\n",
" for P in lines:\n",
" if len(P) < 2: continue\n",
" cur = []\n",
" for i in range(len(P)-1):\n",
" x0,y0 = P[i]\n",
" x1,y1 = P[i+1]\n",
" x0c,y0c,x1c,y1c,ok = _clip_segment(x0,y0,x1,y1,xmin,ymin,xmax,ymax)\n",
" if not ok:\n",
" if cur: out.append(np.array(cur)); cur=[]\n",
" continue\n",
" if not cur:\n",
" cur = [[x0c,y0c],[x1c,y1c]]\n",
" else:\n",
" if abs(cur[-1][0]-x0c) > 1e-9 or abs(cur[-1][1]-y0c) > 1e-9:\n",
" out.append(np.array(cur)); cur=[[x0c,y0c],[x1c,y1c]]\n",
" else:\n",
" cur.append([x1c,y1c])\n",
" if cur: out.append(np.array(cur))\n",
" return out\n",
"\n",
"def _total_length_mm(lines):\n",
" L = 0.0\n",
" for P in lines:\n",
" if len(P) < 2: continue\n",
" d = np.diff(P, axis=0)\n",
" L += float(np.sum(np.hypot(d[:,0], d[:,1])))\n",
" return L\n",
"\n",
"# ----------------- area calculator with shell -----------------\n",
"\n",
"def compute_areas_with_shell(width_mm, height_mm,\n",
" z_mm, spacing_mm, density,\n",
" line_width_mm,\n",
" shell_perimeters=2,\n",
" density_adjust=1.0,\n",
" pattern_tolerance_mm=0.5,\n",
" phase_shift_mm=(0.0, 0.0)):\n",
" \"\"\"\n",
" Returns a dict with:\n",
" A_shell, A_infill, A_total, L_infill, lines_infill (clipped), inner_box (x0,y0,W_in,H_in)\n",
" \"\"\"\n",
" # --- exact rectangular shell area ---\n",
" t = shell_perimeters * line_width_mm\n",
" W_in = max(0.0, width_mm - 2.0*t)\n",
" H_in = max(0.0, height_mm - 2.0*t)\n",
" A_shell = width_mm*height_mm - (W_in * H_in)\n",
"\n",
" # --- generate waves and clip to the inner rectangle ---\n",
" if W_in <= 0.0 or H_in <= 0.0:\n",
" # no infill area remains\n",
" return {\n",
" \"A_shell\": A_shell,\n",
" \"A_infill\": 0.0,\n",
" \"A_total\": A_shell,\n",
" \"L_infill\": 0.0,\n",
" \"lines_infill\": [],\n",
" \"inner_box\": (0.0, 0.0, 0.0, 0.0)\n",
" }\n",
"\n",
" # generate full pattern (unclipped)\n",
" raw = make_gyroid_waves_prusa(\n",
" z_mm, density, spacing_mm, width_mm, height_mm,\n",
" density_adjust=density_adjust, pattern_tolerance_mm=pattern_tolerance_mm\n",
" )\n",
"\n",
" # Optional small phase shift to avoid degenerate lines exactly on borders\n",
" if phase_shift_mm != (0.0, 0.0):\n",
" dx, dy = phase_shift_mm\n",
" raw = [P + np.array([dx, dy]) for P in raw]\n",
"\n",
" # clip to inner rect [t, t] [t+W_in, t+H_in]\n",
" lines_infill = _clip_polylines_to_rect(raw, t, t, t + W_in, t + H_in)\n",
"\n",
" # area ≈ total extruded length × line width\n",
" L_infill = _total_length_mm(lines_infill)\n",
" A_infill = L_infill * line_width_mm\n",
" A_total = A_shell + A_infill\n",
"\n",
" return {\n",
" \"A_shell\": A_shell,\n",
" \"A_infill\": A_infill,\n",
" \"A_total\": A_total,\n",
" \"L_infill\": L_infill,\n",
" \"lines_infill\": lines_infill,\n",
" \"inner_box\": (t, t, W_in, H_in)\n",
" }\n",
"\n",
"# ----------------- example -----------------\n",
"if __name__ == \"__main__\":\n",
" # Your test values:\n",
" W = H = 10.0\n",
" z = 12\n",
" spacing = 0.15\n",
" line_w = 0.42\n",
" perims = 2\n",
"\n",
" for d in (0.10, 0.15, 0.60):\n",
" res = compute_areas_with_shell(\n",
" width_mm=W, height_mm=H,\n",
" z_mm=z, spacing_mm=spacing, density=d,\n",
" line_width_mm=line_w, shell_perimeters=perims,\n",
" density_adjust=1.0, pattern_tolerance_mm=0.5,\n",
" phase_shift_mm=(0.05, 0.0) # tiny shift so lines don't land on the frame\n",
" )\n",
" print(f\"density={d:.2f} shell={perims}x{line_w:.2f}mm\")\n",
" print(f\" A_shell = {res['A_shell']:.2f} mm^2\")\n",
" print(f\" L_infill = {res['L_infill']:.2f} mm\")\n",
" print(f\" A_infill = {res['A_infill']:.2f} mm^2\")\n",
" print(f\" A_total = {res['A_total']:.2f} mm^2\")\n",
"\n",
" # Optional: plot the infill inside the shell\n",
" import matplotlib.pyplot as plt\n",
" plt.figure(figsize=(5,5))\n",
" # draw shell rectangle\n",
" t = perims*line_w\n",
" plt.plot([t, t+res[\"inner_box\"][2], t+res[\"inner_box\"][2], t, t],\n",
" [t, t, t+res[\"inner_box\"][3], t+res[\"inner_box\"][3], t])\n",
" for P in res[\"lines_infill\"]:\n",
" if len(P) >= 2:\n",
" plt.plot(P[:,0], P[:,1])\n",
" plt.xlim(0, W); plt.ylim(0, H); plt.gca().set_aspect('equal'); plt.grid(True)\n",
" plt.title(f\"Gyroid infill inside {perims} perimeters, d={d:.2f}\")\n",
" plt.xlabel(\"X (mm)\"); plt.ylabel(\"Y (mm)\")\n",
" plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "8e7aaee9-297a-4965-aa76-aaddb440b105",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Infill max area: 14.30 mm² at z = 7.07 mm\n",
"Infill min area: 9.58 mm² at z = 1.62 mm\n",
"Shell area: 30.78 mm²\n",
"Infill area ratio: 49.23 %\n",
"Infill area ratio: 49.23 %\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1000x800 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy.signal import argrelextrema\n",
"\n",
"# Parameters (same as before)\n",
"width = 10.0\n",
"height = 10.0\n",
"infill_fraction = 0.15\n",
"shell_layers = 2\n",
"line_thickness = 0.42\n",
"spacing_mm = 0.15 # Prusa “module size”\n",
"z_heights = np.linspace(0, 20, 100)\n",
"\n",
"# Data storage\n",
"areas = []\n",
"shell_areas = []\n",
"infill_areas = []\n",
"lengths = []\n",
"\n",
"# Loop using Prusa model\n",
"for z in z_heights:\n",
" result = compute_areas_with_shell(\n",
" width_mm=width,\n",
" height_mm=height,\n",
" z_mm=z,\n",
" spacing_mm=spacing_mm,\n",
" density=infill_fraction,\n",
" line_width_mm=line_thickness,\n",
" shell_perimeters=shell_layers,\n",
" density_adjust=1.0,\n",
" pattern_tolerance_mm=0.5,\n",
" phase_shift_mm=(0.05, 0.0)\n",
" )\n",
"\n",
" areas.append(result[\"A_total\"])\n",
" shell_areas.append(result[\"A_shell\"])\n",
" infill_areas.append(result[\"A_infill\"])\n",
" lengths.append(result[\"L_infill\"])\n",
"\n",
"# Convert to NumPy for analysis\n",
"z_np = np.array(z_heights)\n",
"areas_np = np.array(areas)\n",
"shell_areas_np = np.array(shell_areas)\n",
"infill_areas_np = np.array(infill_areas)\n",
"lengths_np = np.array(lengths)\n",
"\n",
"# Analyze\n",
"i_max = np.argmax(infill_areas_np)\n",
"i_min = np.argmin(infill_areas_np)\n",
"print(f\"Infill max area: {infill_areas_np[i_max]:.2f} mm² at z = {z_np[i_max]:.2f} mm\")\n",
"print(f\"Infill min area: {infill_areas_np[i_min]:.2f} mm² at z = {z_np[i_min]:.2f} mm\")\n",
"print(f\"Shell area: {shell_areas_np[i_min]:.2f} mm²\")\n",
"#infill_peak_area_ratio = (infill_areas_np[i_max] / infill_areas_np[i_min] - 1) * 100\n",
"if infill_areas_np[i_min] > 1e-6:\n",
" infill_peak_area_ratio = (infill_areas_np[i_max] / infill_areas_np[i_min] - 1) * 100\n",
" print(f\"Infill area ratio: {infill_peak_area_ratio:.2f} %\")\n",
"else:\n",
" print(\"Infill min area is zero — cannot compute ratio.\")\n",
"\n",
"print(f\"Infill area ratio: {infill_peak_area_ratio:.2f} %\")\n",
"\n",
"# Plot\n",
"fig, axs = plt.subplots(2, 1, figsize=(10, 8), sharex=True)\n",
"\n",
"axs[0].plot(z_np, areas_np, label=\"Total Area\", linewidth=2)\n",
"axs[0].plot(z_np, shell_areas_np, label=\"Shell Area\", linestyle='--')\n",
"axs[0].plot(z_np, infill_areas_np, label=\"Infill Area\", linestyle='-.')\n",
"axs[0].set_ylabel(\"Area (mm²)\")\n",
"axs[0].legend()\n",
"axs[0].set_title(f\"Prusa Gyroid Area vs Z Height (density={infill_fraction:.2f})\")\n",
"\n",
"axs[1].plot(z_np, lengths_np, label=\"Infill Line Length\", linewidth=2)\n",
"axs[1].set_ylabel(\"Length (mm)\")\n",
"axs[1].set_xlabel(\"Z Height (mm)\")\n",
"axs[1].set_title(\"Infill Line Length vs Z Height\")\n",
"axs[1].legend()\n",
"\n",
"plt.tight_layout()\n",
"plt.grid(True)\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "917f72f0-a1b9-43dd-8294-bc40df50411a",
"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
}