{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Bolometry in LHD\n", "\n", "This notebook describes how the bolometry system in LHD is configured by showing the lines of sights of resistive bolometers and the field of viewcone of InfraRed Video Bolometer (IRVB) cameras in the Large Helical Device (LHD)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import plotly.io as pio\n", "from plotly import graph_objects as go\n", "from raysect.core.math import Point3D, rotate_z\n", "from raysect.optical import Ray, World\n", "from raysect.primitive import Mesh\n", "from rich import print\n", "\n", "from cherab.lhd.machine import load_pfc_mesh\n", "from cherab.lhd.observer.bolometer import load_irvb, load_resistive\n", "from cherab.lhd.tools.fetch import fetch_file\n", "\n", "# Comment out the following line to view the plot interactively\n", "pio.renderers.default = \"jpg\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load bolometers and show modeled IRVB\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Firstly, let us create root scene-graph node called `world`.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "world = World()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And, we will load each type of bolometers (resistive bolometers and IRVB) into the scene.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
[\n",
       "    <cherab.tools.observers.bolometry.BolometerCamera object at 0x30e8928d0>,\n",
       "    <cherab.tools.observers.bolometry.BolometerCamera object at 0x30e892e50>,\n",
       "    <cherab.tools.observers.bolometry.BolometerCamera object at 0x30e892fd0>\n",
       "]\n",
       "
\n" ], "text/plain": [ "\u001b[1m[\u001b[0m\n", " \u001b[1m<\u001b[0m\u001b[1;95mcherab.tools.observers.bolometry.BolometerCamera\u001b[0m\u001b[39m object at \u001b[0m\u001b[1;36m0x30e8928d0\u001b[0m\u001b[39m>,\u001b[0m\n", "\u001b[39m ,\u001b[0m\n", "\u001b[39m \u001b[0m\n", "\u001b[1m]\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bolo_resistives = []\n", "for port, model in zip([\"6.5L\", \"6.5L\", \"8O\"], [\"I\", \"O\", \"\"], strict=True):\n", " rb = load_resistive(port=port, model_variant=model, parent=world)\n", " bolo_resistives.append(rb)\n", "\n", "print(bolo_resistives)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
[IRVBCamera(name=IRVB-6.5U-CC01_04), IRVBCamera(name=IRVB-6.5L-BC02)]\n",
       "
\n" ], "text/plain": [ "\u001b[1m[\u001b[0m\u001b[1;35mIRVBCamera\u001b[0m\u001b[1m(\u001b[0m\u001b[33mname\u001b[0m=\u001b[35mIRVB\u001b[0m-\u001b[1;36m6.\u001b[0m5U-CC01_04\u001b[1m)\u001b[0m, \u001b[1;35mIRVBCamera\u001b[0m\u001b[1m(\u001b[0m\u001b[33mname\u001b[0m=\u001b[35mIRVB\u001b[0m-\u001b[1;36m6.\u001b[0m5L-BC02\u001b[1m)\u001b[0m\u001b[1m]\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bolo_irvbs = []\n", "for port, flange in zip([\"6.5U\", \"6.5L\"], [\"CC01_04\", \"BC02\"], strict=True):\n", " irvb = load_irvb(port=port, flange=flange, parent=world)\n", " bolo_irvbs.append(irvb)\n", "\n", "print(bolo_irvbs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us show the modeled IRVB in 3-D space with plotly.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/jpeg": 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ "irvb = bolo_irvbs[0]\n", "fig = go.Figure()\n", "nx, ny = (10, 10)\n", "fig = irvb.plot_bolometer_geometry(fig=fig, plot_pixel_rays={\"pixel\": (nx, ny), \"num_rays\": 50})\n", "\n", "# Annotation of slit\n", "x, y, z = irvb.slit.centre_point\n", "text_slit = dict(\n", " x=x,\n", " y=y,\n", " z=z,\n", " text=\"Slit\",\n", " textangle=0,\n", " ax=-30,\n", " ay=50,\n", " font=dict(color=\"black\", size=16),\n", " arrowcolor=\"black\",\n", ")\n", "\n", "# Annotation of foil\n", "foil_detector = irvb.foil_detector\n", "x, y, z = Point3D(-foil_detector.width * 0.3, 0, 0).transform(foil_detector.to_root())\n", "text_foil = dict(x=x, y=y, z=z, text=\"Foil\", font=dict(color=\"black\", size=16), ax=0, ay=0)\n", "\n", "# Annotation of pixel\n", "pixels = irvb.pixels_as_foils\n", "x, y, z = pixels[nx, ny].centre_point\n", "text_pixel = dict(\n", " x=x,\n", " y=y,\n", " z=z,\n", " text=\"Pixel\",\n", " font=dict(color=\"black\", size=16),\n", " arrowcolor=\"black\",\n", ")\n", "\n", "# Update scene\n", "fig.update_layout(\n", " width=600,\n", " height=500,\n", " scene_annotations=[text_slit, text_foil, text_pixel],\n", " scene=dict(\n", " xaxis=dict(visible=False),\n", " yaxis=dict(visible=False),\n", " zaxis=dict(visible=False),\n", " ),\n", ")\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Show bolometry system in 3-D space with plasma\n", "\n", "Here we show the bolometry system in 3-D space by plotting the lines of sight of resistive bolometers and view cones of IRVBs.\n", "A plasma volume and some plasma facing components are also shown to give a sense of the scale of the system.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9c9da344400a4eb2b8c7cf2f4cd25bd5", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load LHD PFCs and plasma meshes\n",
    "meshes = load_pfc_mesh(world)\n",
    "plasma = Mesh.from_file(fetch_file(\"machine/plasma_quarter.rsm\"), parent=world, name=\"plasma\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = go.Figure()\n",
    "\n",
    "text_annotations = []\n",
    "# -----------------\n",
    "# === IRVB FoV ====\n",
    "# -----------------\n",
    "for camera, color in zip(bolo_irvbs, (\"#1f77b4\", \"#ff7f0e\"), strict=True):\n",
    "    los = camera.sightline_rays\n",
    "    px, py = los.shape\n",
    "    lines = []\n",
    "    for i, j in [(0, 0), (px - 1, 0), (px - 1, py - 1), (0, py - 1)]:\n",
    "        ray = los[i][j]\n",
    "        lines.append(np.array([[*ray.origin], [*ray.point_on(20)]]))\n",
    "        fig.add_trace(\n",
    "            go.Scatter3d(\n",
    "                mode=\"lines\",\n",
    "                x=lines[-1][:, 0],\n",
    "                y=lines[-1][:, 1],\n",
    "                z=lines[-1][:, 2],\n",
    "                line=dict(color=color, width=5),\n",
    "                showlegend=False,\n",
    "            )\n",
    "        )\n",
    "    slit_centre = camera.slit.centre_point\n",
    "    for k, is_showlegend in enumerate([False, True]):\n",
    "        xyz = np.asanyarray([[*[line[k, i] for line in lines], slit_centre[i]] for i in range(3)])\n",
    "        fig.add_trace(\n",
    "            go.Mesh3d(\n",
    "                x=xyz[0, :],\n",
    "                y=xyz[1, :],\n",
    "                z=xyz[2, :],\n",
    "                i=[1, 1, 0, 0, 3, 1],\n",
    "                j=[3, 2, 4, 3, 2, 4],\n",
    "                k=[0, 3, 1, 4, 4, 2],\n",
    "                color=color,\n",
    "                opacity=0.3,\n",
    "                flatshading=True,\n",
    "                name=camera.name,\n",
    "                showlegend=is_showlegend,\n",
    "            )\n",
    "        )\n",
    "    # Annotation\n",
    "    x, y, z = Point3D(0, 0, 0).transform(camera.foil_detector.to_root())\n",
    "    text_annotations.append(\n",
    "        dict(\n",
    "            x=x,\n",
    "            y=y,\n",
    "            z=z,\n",
    "            text=f\"{camera.name}\",\n",
    "            font=dict(color=color, size=24),\n",
    "            showarrow=False,\n",
    "            xanchor=\"left\" if \"6.5L\" in camera.name else \"center\",\n",
    "            yanchor=\"bottom\" if \"6.5U\" in camera.name else \"top\",\n",
    "            xshift=-10 if \"6.5L\" in camera.name else 0,\n",
    "        )\n",
    "    )\n",
    "\n",
    "\n",
    "# --------------\n",
    "# === RB LoS ===\n",
    "# --------------\n",
    "for camera, color, length in zip(\n",
    "    bolo_resistives, (\"#2ca02c\", \"#d62728\", \"#9467bd\"), (23, 23, 22), strict=True\n",
    "):\n",
    "    is_showlegend = True\n",
    "    for foil in camera.foil_detectors:\n",
    "        ray = Ray(foil.centre_point, foil.sightline_vector)\n",
    "        line = np.array([[*ray.origin], [*ray.point_on(length)]])\n",
    "        fig.add_trace(\n",
    "            go.Scatter3d(\n",
    "                mode=\"lines\",\n",
    "                x=line[:, 0],\n",
    "                y=line[:, 1],\n",
    "                z=line[:, 2],\n",
    "                line=dict(color=color, width=5),\n",
    "                name=camera.name,\n",
    "                text=foil.name,\n",
    "                showlegend=is_showlegend,\n",
    "            )\n",
    "        )\n",
    "        is_showlegend = False\n",
    "\n",
    "    # Annotation\n",
    "    x, y, z = foil.centre_point\n",
    "    text_annotations.append(\n",
    "        dict(\n",
    "            x=x,\n",
    "            y=y,\n",
    "            z=z,\n",
    "            text=f\"{camera.name}\",\n",
    "            font=dict(color=color, size=24),\n",
    "            showarrow=False,\n",
    "            xanchor=\"right\" if \"6.5\" in camera.name else \"left\",\n",
    "            yanchor=\"bottom\" if \"6.5\" in camera.name else \"top\",\n",
    "            xshift=-10 if \"6.5\" in camera.name else 20,\n",
    "            yshift=20 if \"8O\" in camera.name else 0,\n",
    "        )\n",
    "    )\n",
    "\n",
    "# ---------------------\n",
    "# === Plasma volume ===\n",
    "# ---------------------\n",
    "x, y, z = plasma.data.vertices.T\n",
    "index_i, index_j, index_k = plasma.data.triangles.T\n",
    "plasma_mesh = go.Mesh3d(\n",
    "    x=x,\n",
    "    y=y,\n",
    "    z=z,\n",
    "    i=index_i,\n",
    "    j=index_j,\n",
    "    k=index_k,\n",
    "    flatshading=False,\n",
    "    color=\"#ADD8E6\",  # Light blue color\n",
    "    opacity=0.2,\n",
    "    name=\"Plasma\",\n",
    "    showscale=False,\n",
    "    hoverinfo=\"skip\",\n",
    "    showlegend=True,\n",
    ")\n",
    "fig.add_trace(plasma_mesh)\n",
    "\n",
    "# --------------------\n",
    "# === LHD Divertor ===\n",
    "# --------------------\n",
    "lighting_effects = dict(\n",
    "    ambient=0.18, diffuse=1, fresnel=0.1, specular=0, roughness=0.1, facenormalsepsilon=0\n",
    ")\n",
    "mesh = meshes[\"Divertor\"][0]\n",
    "angle = 36 * 5\n",
    "rotation = np.array(\n",
    "    [\n",
    "        [*Point3D(1, 0, 0).transform(rotate_z(angle))],\n",
    "        [*Point3D(0, 1, 0).transform(rotate_z(angle))],\n",
    "        [*Point3D(0, 0, 1).transform(rotate_z(angle))],\n",
    "    ]\n",
    ")\n",
    "x, y, z = rotation @ mesh.data.vertices.T\n",
    "index_i, index_j, index_k = mesh.data.triangles.T\n",
    "divertor_mesh = go.Mesh3d(\n",
    "    x=x,\n",
    "    y=y,\n",
    "    z=z,\n",
    "    i=index_i,\n",
    "    j=index_j,\n",
    "    k=index_k,\n",
    "    colorscale=[[0, \"#e5dee5\"], [1, \"#e5dee5\"]],\n",
    "    opacity=1.0,\n",
    "    flatshading=True,\n",
    "    intensity=z,\n",
    "    name=\"Divertor\",\n",
    "    showscale=False,\n",
    "    hoverinfo=\"skip\",\n",
    "    lighting=lighting_effects,\n",
    "    lightposition=dict(x=3000, y=3000, z=10000),\n",
    "    showlegend=False,\n",
    ")\n",
    "fig.add_trace(divertor_mesh)\n",
    "\n",
    "# ----------------\n",
    "# === Port 6.5 ===\n",
    "# ----------------\n",
    "# # Load Port meshes\n",
    "# port65u = Mesh.from_file(fetch_file(\"machine/port_65u.rsm\"), parent=world, name=\"port_6.5U\")\n",
    "# port65l = Mesh.from_file(fetch_file(\"machine/port_65l.rsm\"), parent=world, name=\"port_6.5L\")\n",
    "#\n",
    "# angle = 36 * 4\n",
    "# rotation = np.array(\n",
    "#     [\n",
    "#         [*Point3D(1, 0, 0).transform(rotate_z(angle))],\n",
    "#         [*Point3D(0, 1, 0).transform(rotate_z(angle))],\n",
    "#         [*Point3D(0, 0, 1).transform(rotate_z(angle))],\n",
    "#     ]\n",
    "# )\n",
    "# for mesh in [port65u, port65l]:\n",
    "#     x, y, z = rotation @ mesh.data.vertices.T\n",
    "#     index_i, index_j, index_k = mesh.data.triangles.T\n",
    "#     port_mesh = go.Mesh3d(\n",
    "#         x=x,\n",
    "#         y=y,\n",
    "#         z=z,\n",
    "#         i=index_i,\n",
    "#         j=index_j,\n",
    "#         k=index_k,\n",
    "#         colorscale=[[0, \"#e5dee5\"], [1, \"#e5dee5\"]],\n",
    "#         opacity=1.0,\n",
    "#         flatshading=True,\n",
    "#         intensity=z,\n",
    "#         name=mesh.name,\n",
    "#         showscale=False,\n",
    "#         hoverinfo=\"skip\",\n",
    "#         lighting=lighting_effects,\n",
    "#         lightposition=dict(x=3000, y=3000, z=10000),\n",
    "#         showlegend=False,\n",
    "#     )\n",
    "#     fig.add_trace(port_mesh)\n",
    "\n",
    "# Update visibility\n",
    "fig.update_scenes(\n",
    "    xaxis_visible=False,\n",
    "    yaxis_visible=False,\n",
    "    zaxis_visible=False,\n",
    ")\n",
    "camera = dict(\n",
    "    up=dict(x=0, y=0, z=1), center=dict(x=0, y=-0.02, z=0.04), eye=dict(x=-0.8, y=-0.8, z=0.5)\n",
    ")\n",
    "fig.update_layout(\n",
    "    width=740,\n",
    "    height=500,\n",
    "    scene_camera=camera,\n",
    "    showlegend=False,\n",
    "    scene_aspectmode=\"data\",\n",
    "    scene_annotations=text_annotations,\n",
    "    margin=dict(r=10, l=0, b=10, t=10),\n",
    "    legend=dict(yanchor=\"top\", y=0.99, xanchor=\"left\", x=0.01),\n",
    ")\n",
    "fig.show(renderer=\"png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Export the figure as several image files:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# fig.write_image(\"bolometer_config.pdf\", scale=3)\n",
    "# fig.write_image(\"bolometer_config.png\", scale=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compare flange variant of IRVB 6.5L\n",
    "\n",
    "Let us compare the flange variant of IRVB 6.5L with the default one (BC02 vs AL01).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "irvbs = []\n",
    "for port, flange in zip([\"6.5L\", \"6.5L\"], [\"BC02\", \"AL01\"], strict=True):\n",
    "    irvb = load_irvb(port=port, flange=flange, parent=world)\n",
    "    irvbs.append(irvb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = go.Figure()\n",
    "\n",
    "# -----------------\n",
    "# === IRVB FoV ====\n",
    "# -----------------\n",
    "for camera, color, length in zip(irvbs, (\"#1f77b4\", \"#ff7f0e\"), (20, 18), strict=True):\n",
    "    los = camera.sightline_rays\n",
    "    px, py = los.shape\n",
    "    lines = []\n",
    "    for i, j in [(0, 0), (px - 1, 0), (px - 1, py - 1), (0, py - 1)]:\n",
    "        ray = los[i][j]\n",
    "        lines.append(np.array([[*ray.origin], [*ray.point_on(length)]]))\n",
    "        fig.add_trace(\n",
    "            go.Scatter3d(\n",
    "                mode=\"lines\",\n",
    "                x=lines[-1][:, 0],\n",
    "                y=lines[-1][:, 1],\n",
    "                z=lines[-1][:, 2],\n",
    "                line=dict(color=color, width=5),\n",
    "                showlegend=False,\n",
    "            )\n",
    "        )\n",
    "    slit_centre = camera.slit.centre_point\n",
    "    for k, is_showlegend in enumerate([False, True]):\n",
    "        xyz = np.asanyarray([[*[line[k, i] for line in lines], slit_centre[i]] for i in range(3)])\n",
    "        fig.add_trace(\n",
    "            go.Mesh3d(\n",
    "                x=xyz[0, :],\n",
    "                y=xyz[1, :],\n",
    "                z=xyz[2, :],\n",
    "                i=[1, 1, 0, 0, 3, 1],\n",
    "                j=[3, 2, 4, 3, 2, 4],\n",
    "                k=[0, 3, 1, 4, 4, 2],\n",
    "                color=color,\n",
    "                opacity=0.3,\n",
    "                flatshading=True,\n",
    "                name=camera.name,\n",
    "                showlegend=is_showlegend,\n",
    "            )\n",
    "        )\n",
    "\n",
    "# ---------------------\n",
    "# === Plasma volume ===\n",
    "# ---------------------\n",
    "x, y, z = plasma.data.vertices.T\n",
    "index_i, index_j, index_k = plasma.data.triangles.T\n",
    "plasma_mesh = go.Mesh3d(\n",
    "    x=x,\n",
    "    y=y,\n",
    "    z=z,\n",
    "    i=index_i,\n",
    "    j=index_j,\n",
    "    k=index_k,\n",
    "    flatshading=False,\n",
    "    color=\"#ADD8E6\",  # Light blue color\n",
    "    opacity=0.2,\n",
    "    name=\"Plasma\",\n",
    "    showscale=False,\n",
    "    hoverinfo=\"skip\",\n",
    "    showlegend=True,\n",
    ")\n",
    "\n",
    "fig.add_trace(plasma_mesh)\n",
    "\n",
    "# Update visibility\n",
    "fig.update_scenes(\n",
    "    xaxis_visible=False,\n",
    "    yaxis_visible=False,\n",
    "    zaxis_visible=False,\n",
    ")\n",
    "camera = dict(up=dict(x=0, y=0, z=1), center=dict(x=0, y=0, z=0), eye=dict(x=0.9, y=0.9, z=0.9))\n",
    "fig.update_layout(\n",
    "    width=700,\n",
    "    height=500,\n",
    "    scene_camera=camera,\n",
    "    scene_aspectmode=\"data\",\n",
    "    margin=dict(r=10, l=10, b=10, t=10),\n",
    "    legend=dict(yanchor=\"top\", y=0.99, xanchor=\"left\", x=0.01),\n",
    ")"
   ]
  }
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