{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Describing GMAW processes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import weldx\n",
    "from weldx import Q_\n",
    "from weldx.core import TimeSeries as TS\n",
    "from weldx.welding.processes import GmawProcess"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## spray arc processes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Note: For some reasons, using integers in Q_ fails upon ASDF reading !\n",
    "params_spray = dict(\n",
    "    wire_feedrate=Q_(10.0, \"m/min\"),\n",
    "    voltage=TS(data=Q_([40.0, 20.0], \"V\"), time=Q_([0.0, 10.0], \"s\")),\n",
    "    impedance=Q_(10.0, \"percent\"),\n",
    "    characteristic=Q_(5, \"V/A\"),\n",
    ")\n",
    "process_spray = GmawProcess(\n",
    "    \"spray\", \"CLOOS\", \"Quinto\", params_spray, tag=\"CLOOS/spray_arc\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## pulsed arc processes\n",
    "### UI modulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_pulse = dict(\n",
    "    wire_feedrate=Q_(10.0, \"m/min\"),\n",
    "    pulse_voltage=Q_(40.0, \"V\"),\n",
    "    pulse_duration=Q_(5.0, \"ms\"),\n",
    "    pulse_frequency=Q_(100.0, \"Hz\"),\n",
    "    base_current=Q_(60.0, \"A\"),\n",
    ")\n",
    "process_pulse = GmawProcess(\n",
    "    \"pulse\",\n",
    "    \"CLOOS\",\n",
    "    \"Quinto\",\n",
    "    params_pulse,\n",
    "    tag=\"CLOOS/pulse\",\n",
    "    meta={\"modulation\": \"UI\"},\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### II modulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_pulse_II = dict(\n",
    "    wire_feedrate=Q_(10.0, \"m/min\"),\n",
    "    pulse_current=Q_(0.3, \"kA\"),\n",
    "    pulse_duration=Q_(5.0, \"ms\"),\n",
    "    pulse_frequency=Q_(100.0, \"Hz\"),\n",
    "    base_current=Q_(60.0, \"A\"),\n",
    ")\n",
    "process_pulse_II = GmawProcess(\n",
    "    \"pulse\",\n",
    "    \"CLOOS\",\n",
    "    \"Quinto\",\n",
    "    params_pulse_II,\n",
    "    tag=\"CLOOS/pulse\",\n",
    "    meta={\"modulation\": \"II\"},\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## using ASDF\n",
    "We write the dictionary containing our structured data to an ASDF file using the WeldxFile\n",
    "class. We pass the tree as a named keyword argument.\n",
    "The tree will be serialized to ASDF in memory, and we can have a look at the ASDF header."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "tree = {\"spray\": process_spray, \"pulse_UI\": process_pulse, \"pulse_II\": process_pulse_II}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "file = weldx.WeldxFile(tree=tree, mode=\"rw\")\n",
    "file.header()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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