{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "29405de1",
   "metadata": {},
   "source": [
    "# Tutorial 6: experiments\n",
    "\n",
    "So far each model ran with fixed operating conditions: a constant inlet temperature and\n",
    "mass flow rate. An experiment operates a battery the way it is used or tested, as a\n",
    "sequence of steps, such as \"discharge at 2 kW until the outlet falls below 40 °C, rest for\n",
    "an hour, then charge\".\n",
    "\n",
    "A heat battery has two controls, the inlet temperature and the mass flow rate. There are\n",
    "three kinds of step:\n",
    "\n",
    "- `Inlet` holds both controls;\n",
    "- `Rest` stops the flow;\n",
    "- `Power` holds the power, by adjusting the control you do not give.\n",
    "\n",
    "Each step ends after its duration or when one of its termination conditions is met.\n",
    "`run_experiment` runs the steps in order and returns an ordinary `pybamm.Solution`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "031db11b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:13.512472Z",
     "iopub.status.busy": "2026-10-30T17:53:13.511982Z",
     "iopub.status.idle": "2026-10-30T17:53:15.032276Z",
     "shell.execute_reply": "2026-10-30T17:53:15.030589Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pybamm\n",
    "\n",
    "import pytes\n",
    "from pytes import plotting\n",
    "from pytes.experiments import Experiment, run_experiment\n",
    "from pytes.experiments import step as s\n",
    "\n",
    "model = pytes.SharpFrontModel()\n",
    "T_cold, T_hot = 273.15 + 10, 273.15 + 75"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "372aa130",
   "metadata": {},
   "source": [
    "## A first experiment\n",
    "\n",
    "Temperatures are in kelvin, mass flow rates in kg/s and times in seconds. This step is the default discharge of the earlier tutorials (see [Tutorial 2](tutorial_2_finned_tube_models.ipynb)), water at 10 °C and 0.02 kg/s, but it stops when\n",
    "the outlet falls below 40 °C, the lowest useful temperature for hot water, instead of after\n",
    "an hour."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a3e145c0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:15.034883Z",
     "iopub.status.busy": "2026-10-30T17:53:15.034506Z",
     "iopub.status.idle": "2026-10-30T17:53:15.886888Z",
     "shell.execute_reply": "2026-10-30T17:53:15.885480Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hot water for 34 min, 1.90 kWh delivered\n"
     ]
    }
   ],
   "source": [
    "discharge = s.Inlet(T_cold, 0.02, termination=s.outlet_temperature_below(273.15 + 40))\n",
    "solution = run_experiment(model, Experiment([discharge]))\n",
    "print(\n",
    "    f\"hot water for {solution['Time [min]'].entries[-1]:.0f} min, \"\n",
    "    f\"{solution['Discharged energy [kWh]'].entries[-1]:.2f} kWh delivered\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3be771fd",
   "metadata": {},
   "source": [
    "## Holding the power\n",
    "\n",
    "A `Power` step holds the power of the battery, positive on discharge and negative on\n",
    "charge. Give it one control and it adjusts the other. Here the inlet is held at 10 °C and\n",
    "the flow adjusts to deliver 2 kW: it rises as the battery cools. The flow needed grows\n",
    "without bound as the outlet approaches the inlet temperature, so the step also stops if the\n",
    "flow exceeds 0.1 kg/s."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b2f48563",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:15.889884Z",
     "iopub.status.busy": "2026-10-30T17:53:15.889600Z",
     "iopub.status.idle": "2026-10-30T17:53:17.581764Z",
     "shell.execute_reply": "2026-10-30T17:53:17.580596Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "18addc4bc9c2409b9e4e0ca2f8fbccf6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=59.032286442949705, step=0.590322864429497),…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "constant_power = s.Power(\n",
    "    2e3,\n",
    "    inlet_temperature=T_cold,\n",
    "    termination=[\n",
    "        s.outlet_temperature_below(273.15 + 40),\n",
    "        s.mass_flow_rate_above(0.1),\n",
    "    ],\n",
    ")\n",
    "power_solution = run_experiment(model, Experiment([constant_power]))\n",
    "pybamm.dynamic_plot(\n",
    "    power_solution,\n",
    "    [\n",
    "        [\"Inlet temperature [degC]\", \"Outlet temperature [degC]\"],\n",
    "        \"Mass flow rate [kg.s-1]\",\n",
    "        \"Discharged energy [kWh]\",\n",
    "    ],\n",
    "    time_unit=\"minutes\",\n",
    ");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb5aaf6f",
   "metadata": {},
   "source": [
    "## Cycles\n",
    "\n",
    "Steps grouped in a tuple form a cycle, and a list of cycles can be repeated, as in PyBaMM.\n",
    "This cycle discharges the battery at 2 kW, rests for half an hour, then charges it with\n",
    "water at 75 °C and 0.02 kg/s, as a boiler or a heat pump would, until 95 % of the PCM is\n",
    "liquid. A `description` names each step in the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "295c11d4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:17.586874Z",
     "iopub.status.busy": "2026-10-30T17:53:17.586654Z",
     "iopub.status.idle": "2026-10-30T17:53:23.234384Z",
     "shell.execute_reply": "2026-10-30T17:53:23.230155Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 1: Discharge at 2 kW   59.0 min\n",
      "cycle 1: Rest                30.0 min\n",
      "cycle 1: Charge at 75 degC  103.6 min\n",
      "cycle 2: Discharge at 2 kW   57.3 min\n",
      "cycle 2: Rest                30.0 min\n",
      "cycle 2: Charge at 75 degC  107.2 min\n",
      "cycle 3: Discharge at 2 kW   58.0 min\n",
      "cycle 3: Rest                30.0 min\n",
      "cycle 3: Charge at 75 degC  108.3 min\n"
     ]
    }
   ],
   "source": [
    "charge = s.Inlet(\n",
    "    T_hot,\n",
    "    0.02,\n",
    "    termination=s.average_liquid_fraction_above(0.95),\n",
    "    description=\"Charge at 75 degC\",\n",
    ")\n",
    "rest = s.Rest(duration=1800, description=\"Rest\")\n",
    "discharge = s.Power(\n",
    "    2e3,\n",
    "    inlet_temperature=T_cold,\n",
    "    termination=[\n",
    "        s.outlet_temperature_below(273.15 + 40),\n",
    "        s.mass_flow_rate_above(0.1),\n",
    "    ],\n",
    "    description=\"Discharge at 2 kW\",\n",
    ")\n",
    "experiment = Experiment([(discharge, rest, charge)] * 3)\n",
    "cycles = run_experiment(model, experiment)\n",
    "\n",
    "for i, (cycle, cycle_solution) in enumerate(\n",
    "    zip(experiment.cycles, cycles.cycles, strict=True), start=1\n",
    "):\n",
    "    for step, step_solution in zip(cycle, cycle_solution.steps, strict=True):\n",
    "        minutes = (step_solution.t[-1] - step_solution.t[0]) / 60\n",
    "        print(f\"cycle {i}: {step.description:18s} {minutes:5.1f} min\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "468d0810",
   "metadata": {},
   "source": [
    "The whole experiment is one solution, so every plot of [Tutorial 5](tutorial_5_plotting.ipynb) applies to it.\n",
    "`solution.cycles` holds one solution per cycle, and `cycle.steps` one per step, in the experiment's order, as in PyBaMM: `solution.cycles[i].steps[j]` is the solution of `experiment.cycles[i][j]`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "58641d32",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:23.238672Z",
     "iopub.status.busy": "2026-10-30T17:53:23.238256Z",
     "iopub.status.idle": "2026-10-30T17:53:23.713874Z",
     "shell.execute_reply": "2026-10-30T17:53:23.712734Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x350 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plotting.plot_summary(cycles)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d7ab8f7",
   "metadata": {},
   "source": [
    "The battery starts uniform at 70 °C, and each charge ends at a slightly different state,\n",
    "so the discharges differ by a minute or two. During each charge the power is negative,\n",
    "and the discharged energy falls back as the battery takes energy in.\n",
    "\n",
    "## Time-varying conditions\n",
    "\n",
    "A step value can also be a time series, as a 2-column array of time since the start of\n",
    "the step and value, interpolated linearly, or a function of that time. Here the battery\n",
    "supplies two draws of hot water in an hour, each of 15 minutes at 0.02 kg/s.\n",
    "Between the draws there is no flow, and the water left in the tube is warmed again by the\n",
    "PCM around it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ca758dee",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-30T17:53:23.715558Z",
     "iopub.status.busy": "2026-10-30T17:53:23.715377Z",
     "iopub.status.idle": "2026-10-30T17:53:25.245755Z",
     "shell.execute_reply": "2026-10-30T17:53:25.244600Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "45b134ebd0774a638e9c39978744ee58",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=60.0, step=0.6), Output()), _dom_classes=('w…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draws = np.array(\n",
    "    [\n",
    "        [0, 0.02],\n",
    "        [900, 0.02],\n",
    "        [901, 0],\n",
    "        [1800, 0],\n",
    "        [1801, 0.02],\n",
    "        [2700, 0.02],\n",
    "        [2701, 0],\n",
    "        [3600, 0],\n",
    "    ]\n",
    ")\n",
    "draw_solution = run_experiment(model, Experiment([s.Inlet(T_cold, draws, period=10)]))\n",
    "pybamm.dynamic_plot(\n",
    "    draw_solution,\n",
    "    [\n",
    "        [\"Inlet temperature [degC]\", \"Outlet temperature [degC]\"],\n",
    "        \"Mass flow rate [kg.s-1]\",\n",
    "        \"Power [kW]\",\n",
    "        \"Discharged energy [kWh]\",\n",
    "    ],\n",
    "    time_unit=\"minutes\",\n",
    ");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8acc5a7",
   "metadata": {},
   "source": [
    "Experiments work the same way for every model. See the\n",
    "[experiments](../experiments.ipynb) example for the throughputs and the round-trip\n",
    "efficiency over cycles, and the [design study](../design_study.ipynb) for an experiment\n",
    "used to compare a finned-tube battery with a packed bed."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.14.4"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "18addc4bc9c2409b9e4e0ca2f8fbccf6": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "VBoxModel",
      "state": {
       "_dom_classes": [
        "widget-interact"
       ],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "VBoxModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "VBoxView",
       "box_style": "",
       "children": [
        "IPY_MODEL_e27fb04da8c64804bb4f97d1c6ea1878",
        "IPY_MODEL_2d7203658b6047b2af20b72d265a0f96"
       ],
       "layout": "IPY_MODEL_841835f191be413cae566611370c880e",
       "tabbable": null,
       "tooltip": null
      }
     },
     "2d7203658b6047b2af20b72d265a0f96": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_74895a75b4b34a668b666c3ac75d3b96",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "image/png": 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",
          "text/plain": "<Figure size 800x700 with 4 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "e27fb04da8c64804bb4f97d1c6ea1878": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "2.0.0",
      "model_name": "FloatSliderModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "2.0.0",
       "_model_name": "FloatSliderModel",
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