{
 "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": "2026-11-01T10:05:59.299232Z",
     "iopub.status.busy": "2026-11-01T10:05:59.298978Z",
     "iopub.status.idle": "2026-11-01T10:06:00.537933Z",
     "shell.execute_reply": "2026-11-01T10:06:00.536623Z"
    }
   },
   "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": "2026-11-01T10:06:00.539904Z",
     "iopub.status.busy": "2026-11-01T10:06:00.539601Z",
     "iopub.status.idle": "2026-11-01T10:06:01.305278Z",
     "shell.execute_reply": "2026-11-01T10:06:01.304214Z"
    }
   },
   "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": "2026-11-01T10:06:01.306933Z",
     "iopub.status.busy": "2026-11-01T10:06:01.306772Z",
     "iopub.status.idle": "2026-11-01T10:06:03.230978Z",
     "shell.execute_reply": "2026-11-01T10:06:03.229747Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "982109ec54c9401695365664606cd343",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=59.03233603500555, step=0.5903233603500555),…"
      ]
     },
     "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": "2026-11-01T10:06:03.234806Z",
     "iopub.status.busy": "2026-11-01T10:06:03.234637Z",
     "iopub.status.idle": "2026-11-01T10:06:10.065695Z",
     "shell.execute_reply": "2026-11-01T10:06:10.064644Z"
    }
   },
   "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": "2026-11-01T10:06:10.067640Z",
     "iopub.status.busy": "2026-11-01T10:06:10.067409Z",
     "iopub.status.idle": "2026-11-01T10:06:10.498926Z",
     "shell.execute_reply": "2026-11-01T10:06:10.497183Z"
    }
   },
   "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": "2026-11-01T10:06:10.501437Z",
     "iopub.status.busy": "2026-11-01T10:06:10.501118Z",
     "iopub.status.idle": "2026-11-01T10:06:13.502665Z",
     "shell.execute_reply": "2026-11-01T10:06:13.500267Z"
    }
   },
   "outputs": [
    {
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       "model_id": "eda181d6ba184b389eaa4744d3f170ec",
       "version_major": 2,
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      },
      "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"
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   ],
   "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."
   ]
  }
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",
          "text/plain": "<Figure size 800x700 with 4 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "982109ec54c9401695365664606cd343": {
      "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_d1e451c2844347d3a49d905bd0a8d68c",
        "IPY_MODEL_e9646720fc904a06bc40b82003524ad3"
       ],
       "layout": "IPY_MODEL_069aaec2011746aca3916aa956d241be",
       "tabbable": null,
       "tooltip": null
      }
     },
     "d1e451c2844347d3a49d905bd0a8d68c": {
      "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",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "2.0.0",
       "_view_name": "FloatSliderView",
       "behavior": "drag-tap",
       "continuous_update": true,
       "description": "t",
       "description_allow_html": false,
       "disabled": false,
       "layout": "IPY_MODEL_ffac796b709a49808df9ac7a0d5e37a4",
       "max": 59.03233603500555,
       "min": 0.0,
       "orientation": "horizontal",
       "readout": true,
       "readout_format": ".2f",
       "step": 0.5903233603500555,
       "style": "IPY_MODEL_3eca3f075dfd454f8b493fb6a2e69de6",
       "tabbable": null,
       "tooltip": null,
       "value": 0.0
      }
     },
     "e9646720fc904a06bc40b82003524ad3": {
      "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_1ec5b604b173497784c319778e0d7c62",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "image/png": 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