{ "cells": [ { "cell_type": "markdown", "id": "331bbfcd", "metadata": {}, "source": [ "# DHW: Jordan-Vajen\n", "This notebook demonstrates how to use generate drinking hot-water demand time series based on the method by Jordan et. al.\n", "\n", "Details:\n", "Source: Jordan, U., & Vajen, K. (2005). DHWcalc: PROGRAM TO GENERATE DOMESTIC HOT WATER PROFILES WITH STATISTICAL MEANS FOR USER DEFINED CONDITIONS.\n", "Universität Marburg.\n", "URL: https://www.researchgate.net/publication/237651871_DHWcalc_PROGRAM_TO_GENERATE_DOMESTIC_HOT_WATER_PROFILES_WITH_STATISTICAL_MEANS_FOR_USER_DEFINED_CONDITIONS\n" ] }, { "cell_type": "markdown", "id": "6315801e", "metadata": {}, "source": [ "## Imports\n", "Import required libraries and set visualization defaults." ] }, { "cell_type": "code", "id": "438ff7fd", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:54:50.990133Z", "start_time": "2026-02-24T16:54:44.698667Z" } }, "source": [ "import os\n", "import warnings\n", "\n", "import matplotlib.dates as mdates\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "\n", "from entise.constants import Objects as O\n", "from entise.constants import Types\n", "from entise.core.generator import Generator as TSGen\n", "\n", "warnings.filterwarnings('ignore')\n", "%matplotlib inline" ], "outputs": [], "execution_count": 1 }, { "cell_type": "markdown", "id": "aa1597d3", "metadata": {}, "source": [ "## Load Data\n", "We load building parameters from `objects.csv` and simulation data from the `data` folder." ] }, { "cell_type": "code", "id": "5fc18ab9", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:54:51.192954Z", "start_time": "2026-02-24T16:54:51.020654Z" } }, "source": [ "cwd = '.' # Current working directory: change if your kernel is not running in the same folder\n", "objects = pd.read_csv(os.path.join(cwd, 'objects.csv'))\n", "objects['seed'] = 42 # ensure always same result\n", "data = {}\n", "common_data_folder = '../common_data'\n", "for file in os.listdir(os.path.join(cwd, common_data_folder)):\n", " if file.endswith('.csv'):\n", " name = file.split('.')[0]\n", " data[name] = pd.read_csv(os.path.join(os.path.join(cwd, common_data_folder, file)), parse_dates=True)\n", "\n", "print('Loaded data keys:', list(data.keys()))\n", "print(objects)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded data keys: ['validation_weather', 'weather']\n", " id dhw datetimes dwelling_size[m2] temp_cold[C] temp_hot[C] \\\n", "0 1 JordanVajen weather 100 10 60 \n", "1 2 JordanVajen weather 150 10 60 \n", "2 3 JordanVajen weather 120 10 60 \n", "3 4 JordanVajen weather 80 10 60 \n", "4 5 JordanVajen weather 90 10 60 \n", "5 6 JordanVajen weather 80 10 60 \n", "6 7 JordanVajen weather 90 10 60 \n", "7 8 JordanVajen weather 110 10 60 \n", "\n", " holidays_location seed \n", "0 PT 42 \n", "1 B,AR 42 \n", "2 NaN 42 \n", "3 TO,IT 42 \n", "4 BR 42 \n", "5 BY,DE 42 \n", "6 MX 42 \n", "7 NL 42 \n" ] } ], "execution_count": 2 }, { "cell_type": "markdown", "id": "8c02816d", "metadata": {}, "source": [ "## Instantiate and Configure Model\n", "Initialize the time series generator and configure it with building objects." ] }, { "cell_type": "code", "id": "69f17a88", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:54:51.584904Z", "start_time": "2026-02-24T16:54:51.578183Z" } }, "source": [ "gen = TSGen()\n", "gen.add_objects(objects)" ], "outputs": [], "execution_count": 3 }, { "cell_type": "markdown", "id": "2168636e", "metadata": {}, "source": [ "## Run the Simulation\n", "Generate sequential DHW time series for each building." ] }, { "cell_type": "code", "id": "ffd3b5e1", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:02.122433Z", "start_time": "2026-02-24T16:54:52.021284Z" } }, "source": [ "summary, df = gen.generate(data, workers=1)" ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 8/8 [00:10<00:00, 1.26s/it]\n" ] } ], "execution_count": 4 }, { "cell_type": "markdown", "id": "a441f7c5", "metadata": {}, "source": [ "## Results Summary\n", "Below is a summary of the annual volume (l), energy (Wh) and power demands (W)." ] }, { "cell_type": "code", "id": "3155a1b3", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:02.277299Z", "start_time": "2026-02-24T16:55:02.264587Z" } }, "source": [ "print(\"Summary:\")\n", "print(summary)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary:\n", " dhw:volume_total[l] dhw:volume_avg[l] dhw:volume_peak[l] \\\n", "1 20932 2.389 260.292 \n", "2 23915 2.730 249.391 \n", "3 21530 2.458 159.896 \n", "4 18346 2.094 148.656 \n", "5 20639 2.356 148.080 \n", "6 18346 2.094 148.236 \n", "7 20639 2.356 148.080 \n", "8 23025 2.628 182.962 \n", "\n", " dhw:energy_total[Wh] dhw:energy_avg[Wh] dhw:energy_peak[Wh] \\\n", "1 973563 111 12106 \n", "2 1112338 127 11599 \n", "3 1001388 114 7437 \n", "4 853275 97 6914 \n", "5 959963 110 6887 \n", "6 853287 97 6895 \n", "7 959965 110 6887 \n", "8 1070927 122 8510 \n", "\n", " dhw:power_avg[W] dhw:power_max[W] dhw:power_min[W] \n", "1 111 12106 0 \n", "2 127 11599 0 \n", "3 114 7437 0 \n", "4 97 6914 0 \n", "5 110 6887 0 \n", "6 97 6895 0 \n", "7 110 6887 0 \n", "8 122 8510 0 \n" ] } ], "execution_count": 5 }, { "cell_type": "markdown", "id": "fdc64a256772b297", "metadata": {}, "source": "## Visualization of Results" }, { "cell_type": "markdown", "id": "943949ab", "metadata": {}, "source": "Visualization of the volume and energy demand per time step for all eight buildings." }, { "cell_type": "code", "id": "ac0f5e5f", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:02.612118Z", "start_time": "2026-02-24T16:55:02.604745Z" } }, "source": [ "def plot_dhw_demand(ax, obj_id, df, title):\n", " obj_data = df[obj_id][Types.DHW]\n", " obj_data.index = pd.to_datetime(obj_data.index)\n", "\n", " # Plot volume\n", " ax.plot(obj_data.index, obj_data[f\"{Types.DHW}:volume[l]\"], label=\"DHW Volume (liters)\", color=\"blue\")\n", " ax.set_ylabel(\"Volume (liters)\")\n", " ax.set_title(title)\n", " ax.legend(loc=\"upper left\")\n", " ax.grid(True)\n", "\n", " # Add second y-axis for energy\n", " ax_energy = ax.twinx()\n", " ax_energy.plot(obj_data.index, obj_data[f\"{Types.DHW}:energy[Wh]\"], label=\"DHW Energy (Wh)\", color=\"red\", alpha=0.7)\n", " ax_energy.set_ylabel(\"Energy (Wh)\")\n", " ax_energy.legend(loc=\"upper right\")\n", "\n", " # Format x-axis for better readability\n", " ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d\"))\n", " ax.xaxis.set_major_locator(mdates.DayLocator(interval=7)) # Show every 7 days\n", "\n", " return obj_data" ], "outputs": [], "execution_count": 6 }, { "cell_type": "code", "id": "cae68a48cdc30b8f", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:07.177114Z", "start_time": "2026-02-24T16:55:02.848209Z" } }, "source": [ "# Figure setup\n", "fig, axes = plt.subplots(4, 2, figsize=(15, 20), sharex=True)\n", "axes = axes.flatten()\n", "\n", "# Plot each object\n", "objects.set_index(\"id\", inplace=True)\n", "for i, (obj_id, object) in enumerate(objects.iterrows()):\n", " plot_dhw_demand(axes[i], obj_id, df, f\"Building ID: {obj_id} - Dwelling Size: {object[O.DWELLING_SIZE]}\")\n", "\n", "plt.gca().xaxis.set_major_locator(mdates.MonthLocator(interval=2))\n", "plt.tight_layout()\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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WdDgW8+ell16q9DU6dMvVV18thx9+eETbBpzIicdNYvP9iM0BuJ0TzzEmYnNnxObhNHAhNi+LJHoc0wOZJmqbNGlitPZ7+eWX5c8//zQOqNpSLxS1atWSc845p8xBVH/Xg6seLMs/rmOU+mr117BhQ6MbirZWLE8f0yFa6tevLwsWLDDGPq1evbo0aNBAHnzwQcnJyfFbPl8tHbUVvfcdP01Yf/PNN8ZJRGcu1vFQtRv3ypUrjQNYzZo1jRbiq1atKrMerTOtP30/Rx99tLzxxhsBT0La9VzXoROYBdNlR3/XxIgmGMwWk2a59c7gc889Z3yGWr7zzjuvTF2bLdj1LqgeEPUzX79+vbHMueeea7xGn9fPyDuBpJ+BvobWdwDi6Rxj0uOols37x7sVsh7zn3jiCXnhhReMc44+X76FiB6fdeJJHRNQA389J82bN69Cb63vv//e6Hlklmfp0qVGufVvPS7rON1aHm3FoXQ9jz32WJltbd++3QiO/bWu1+fHjBlTphunXhjpeXHmzJll6uZ///ufTJs2rbTHl/6vf5cP1PVcdfbZZxvnQz33LVu2rMzzVpwnateubdSd+aP7TCB6ntL60no36WejNyjKd3HVlj/6nLmM/l3+efO5QMtouTTWABL1uBnN2Pzzzz8v8xixObE5gMQ6x5iIzZ0Rm4fawIXYvCKS6CHyeERyc+350W1HSoPf0047zWdL8MroBbveMSt/90wn/vJ+XA+iuqw/2kJbkwHeSd3Vq1fL+PHjjee0pbqOU6rDvuiswH369DEuqssnHcKhE43dc889xtjkOqaq3s3773//axw8NBGhrci9t6PdZXR5vYOrBxxNwusJ6J133vG7DX3N8ccfbyQPgqEHSL0B4H13VhPnSsuiif7ffvtN5s+fL7fddptxh3nFihVlhsH54IMPjESOjv2qFzp6waOfi75GX68XOt6t3vXgrDcC9OANwEH0QK8Blh0/FpxknHCOCVb37t2NG416HPzwww/lzTfflJEjR5Y+r8fbbdu2GRceGtTqxUjLli0lMzOzdBm9CfvHH38Y71fPK9obSI+/Gvzqer/99lt55ZVXymxXE8Q6dqJ390kdA1wveMyJM8vTCTDNm78mPc9oa22zbrR7pnbz1HJr8soc61vn5tBtla8zLZcOsabnPm1ppN1EvdlxntAJQzWh530T+qyzzjKGDPK+waAXFXrD+IILLjD+1v81waefl0k/Sz2v6o0Mc5nyNyl0GXMdcC+7YnMr4nKnHDeJzcsiNgdQitg84nNMsIjNox+bh9rAhdjcBw88GzZs0DDY+L+8ffv2eRYvXmz8r3Jy9Chqz49uO1jt2rXz3HDDDT6fu/322z0nnnhi6d/NmjXzVKlSxVOzZs0yP2lpaZ7TTjutdLmRI0ca9bR582bj74YNG3qmT5/umTx5srEOtWrVKmOZv//+22/ZioqKPE2aNPF07Nix9LHXXnvN07RpU09xcbHn22+/9dSrV8+T4/WGBw8e7ElOTvZs2bLF5/vT7X/66afG63ft2mX8r2X33oaW69VXXy39e8qUKcZjP/zwQ+ljvXr18lSrVq3075YtW3refffdMuX/5ZdfPI0bN/b7/p588knPFVdcUeaxNWvWGNuaM2eO8ffYsWONv7Wsqlu3bp46deqUec26des8KSkpnk2bNpV5XMv00ksvlb5O1zN37tzS53fu3Gk8Nm7cOE8gWsc//fSTz+fK7/e+FBQUeAYMGGD8j+iiruO3vit81/T/666z5yfA9z2a5xjzmG3VOcY8LpbfXps2bUqXufTSSz0XXXRRmdedc845nhdffNH4fcKECZ709HRPXl5emWWOOeYYzzfffGP8rucXfQ/btm0rfX7o0KGe1NRUT0ZGRulj5vvq37+/8bd+1nr87d27d+kyp556quf111/3+570/Hb00UdXeLxt27aeq666qvQ82aJFC+P3Bx980NOhQ4fS82vz5s1Lz4+jR482yjNq1KjS9ehr9bHyx/xwzxOB4ip/tHwaB5ifgbeHHnrIeG7MmDGemTNnei644ALjxzuuOPnkk4260PPhsGHDPIceemjpuVKtXr3aU6NGDc/zzz/vWbJkieerr74yzrG6LNwbl9sZm4cSlydqbN6pU6fSY7wiNo9ebE6sGDvUdfzWuc/vGbE5sbkPxOYPJWxsnuorsY74pvnk8mNxP//886WTeJl0vCVtHe7dKkO7m+udRm0xo91ItGWejsGtXc3XrFljPKfdPLU7jz8pKSnSrl07o0V3x44djfLoXUdzrFcda0vXry0ETdplSLejrc/KTwwWilNPPbX0d3M9p5xySpnHtHuNTrKgd+a0676OOevd8lxbGuoy2gJcWwaWp/VixQR22qpOt6WtDb1pi0LtRmvSz8T7fWlLdP0stTW/TvTXqlUr+de//mVM0OdNPyd9DwBg5znGU+KRorxiy84xZisLbZXtrfyQHd7HTaXHSLMlsx77dZgC72Ot0jJ5D/nVrFkzY7gXk56jdExycwgRpUNredPzg45BrMMk6LFZy7lw4UKje6Y//s4r2hroqaeeksLCQqNuzG6h2kJIe04Fah3k/f7N84O+/6ZNm9pyntAeZ9q6vHyrG/Xpp58a8cEtt9xinAP1/Pb111+XiSsGDRokDz/8sNGyXOMHjTO0d4FJh9wZPHiwPP3008YQE0cccYTRg0vXBXhrIDtkp+h339p5awIhNt+P2JzYHED8nWMUsTmxebs4ic1JoodIc6YBhv+rlB5wzAStOTlYKNu2giapdYf1dsghh8ixxx5b5jFNxpbdfg0jGaBdd7Q7u46HpReu+qMHWH1cfzThrQfbQPQiWScx0GFdtE42bNhgJNHDpXW5v7H5QZpUKE+7hJvME4mvx8zJOTWJomOg33zzzRXW5S9RrnWpCfBI6ba1bnUYAf2//BhlJj1plT8parcbHe9XZ4Pu3bu3vPrqq0a3de+Tm36G3skfAA6gXer69LFv2zacY4rX7ZG9xTuk6rFNLTvH6Dmh/PbK8z72Kz2Oeh/7NbFcfoJOpfNMmLxv9oZCh3TRsYE3btxoHK91OAdNyPuj9aeTOJWnyXEdAk2HPtO60QsiM4mu51mtR+3yqcOWlRfo3GfHeeKqq66qcB73Pt9+9dVXxo8/Wn9DhgwJuA29yTBnzpyIy4r4ic3Lx+U5/UdKapfOUtjyaqn94iOVbtcqxOb7EZsTmwOOk4CxeTTyP8TmxObxEpuTRA+RXmeGec1s0OvT4uL96wgxh24JTVprglfv9oRDL9h1fG69mPeeCOGSSy4xkg1///23PPTQQ5Wu55hjjjEu8rUlnl40a2tpM4GgY75qK3VNDJgJCm0Nrgfef/zjHz7Xpxf5Opa4SS+I9M5opPROq7YsrCwZ4+2MM86QLl26+Lzj64+edLTVefn16GPaMvDiiy8Ouez6ev3R8d61ZZ6OwWsm0bUlpbam1+cBOIgeMyzoyWKXcM4xqcUFxv/7tmVbdo6x4ti/ZcsWYzxCHV88WHqO0pvCOmGl2aJSE9zlaQ8oHdfwu+++M47NX375ZcD16rFay6P1ovOFeJ9LteW7tmLXMdn1vKp0fHX90XEVdVLOcMap5DyBRIjNy8fl+b26G/+njB0qNd8MnES3CrF5aIjNAcRUAsbm3ojNfSM2T1xMLBrHtMuzXnRv2rTJ6C7+7rvvyg033CDXXXedMVlmuAdRndRy+PDhpRfrSn8fMGCAkTwI9mJdJzHSSZT69+9v/G5q27at0epMu3toF3e9u/n4448b3d/9DeWirfh++eUXY1JPnVxTuyaVb70djg4dOsjPP/9stEbX9epdXE3waMtuf/T9aytGXT5YmqTR1+ikZzt27DC6z+swLloX+llpPelNgenTpxst+LXbiz+6nCbOdVI5nbx1xIgRxmfmPSGd1tPRRx9tJGAAIN7OMXoTU8tW/qd8S2t/9Mau3nzUSUL1GLp27Vpjgk6djFMn+/FHh9DS46qev3RiZ70BbJ4vyt9U1dbo77//vlHWm266qdJAXVsM6frK0/rQoU30Zq/3OVLr7IsvviidgDRUnCeAxDpuRiM210mT9dipCRx9LbE5sTmAxDzHEJsTm8cLkuhxTIfy0O7omqBt06aNEfDqOFd//vln2EGsJhV0Bl89CJ511lmlj5933nnG8Ck6zMg555wT1Lp0bFNdl3YT0kSFSf/Wg7R2GdJ13XrrrdKyZcuALfU0aawH8n/+859y++23GycLKxLEOh6TjrOqSRQti7bk1rFZA3W71zF0NSHSo0ePoLej3aG0daWWXVvVf/jhh8bj2s1fT3jPPvus0cJR60lbNXqPWVue1t/SpUuN+tXkyYMPPiiPPvpome78vXr1kvbt2wddPgBw0zlGeyNp2cr/mGOeV0YT3jo0iLaA16HG9Fh6xx13GDcmA83Loe9bLyj0pqiWUxPlmnj3NQTYnXfeabR01/8rm0dD16vl8HVe0QuX7OzsMi33lZ4T9fFwWqErzhNAYh03oxGb6zFUj53XX3+9sT5ic2JzAIl5jiE2JzaPG3bPbOoEGzZsMGat1/9DnQk9VDo7vfcs9bCWU+p33rx5noYNG3qys7M9TrNw4UKjbLt37/a7TDD7fSLNTD/h46mensd39GxbvsuW7SdSXTtBLOvb6nOMK4/ZM5YbPzuXbffEo4kTJxoxxsqVK8s8vmbNGk9ycrJn1qxZQa0nIyPDU79+fc/atWujfn6M9DwRKK4CnByX77ymrWfXRdcZP7C+fu3klNh83+rNnu3PvufJmbvC0ticWDF2qOv4rfNEj8uddtyOFmJzRIKW6EAlSvIrTlBamVNPPVU++OADS8Zlt5qOHa9D1NSpU8fuorjGrufellrLZ8moO763uygAHE6HQdCJnHUImFGjRhm9gXTCJbMFprba0a62OsyL9m7S8X2D0ahRI/nhhx9k/fr1UX4HnCcAxB+nxOa5L70tqdMmSeFjB8cnJjYHgOg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}, "metadata": {}, "output_type": "display_data" } ], "execution_count": 7 }, { "cell_type": "markdown", "id": "14e6bc3fc4f9e409", "metadata": {}, "source": "Visualization of the average daily dhw demand for each building." }, { "cell_type": "code", "id": "d076066e452b0a88", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:07.314006Z", "start_time": "2026-02-24T16:55:07.305819Z" } }, "source": [ "def plot_daily_profile(ax, obj_data, title):\n", " obj_data[\"hour\"] = obj_data.index.hour\n", " daily_profile = obj_data.groupby(\"hour\")[f\"{Types.DHW}:volume[l]\"].mean()\n", " ax.bar(daily_profile.index, daily_profile.values, color=\"skyblue\", alpha=0.7)\n", " ax.set_xlabel(\"Hour of Day\")\n", " ax.set_ylabel(\"Average DHW Volume (liters)\")\n", " ax.set_title(title)\n", " ax.set_xticks(range(0, 24, 2))\n", " ax.grid(True, alpha=0.3)\n", "\n", " # Calculate yearly total in m3\n", " yearly_total = obj_data[f\"{Types.DHW}:volume[l]\"].sum() / 1000 # Convert L to m3\n", " ax.text(\n", " 0.95,\n", " 0.95,\n", " f\"Yearly total: {yearly_total:.1f} m³\",\n", " transform=ax.transAxes,\n", " horizontalalignment=\"right\",\n", " verticalalignment=\"top\",\n", " bbox=dict(facecolor=\"white\", alpha=0.8),\n", " )" ], "outputs": [], "execution_count": 8 }, { "cell_type": "code", "id": "f247c206b146acff", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:09.449992Z", "start_time": "2026-02-24T16:55:07.506125Z" } }, "source": [ "# Figure setup\n", "fig, axes = plt.subplots(4, 2, figsize=(15, 20))\n", "axes = axes.flatten()\n", "\n", "# Plot daily profiles for each object\n", "for i, (obj_id, object) in enumerate(objects.iterrows()):\n", " plot_daily_profile(\n", " axes[i], df[obj_id][Types.DHW], f\"Building ID: {obj_id} - Dwelling Size: {object[O.DWELLING_SIZE]}\"\n", " )\n", "\n", "plt.tight_layout()\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 9 }, { "cell_type": "markdown", "id": "199d7ee399d1f5ec", "metadata": {}, "source": "Visualization of the average daily dhw demand for building 6 split into weekday and weekend demand.\n" }, { "cell_type": "code", "id": "4a6d5248ea18f803", "metadata": { "ExecuteTime": { "end_time": "2026-02-24T16:55:09.945353Z", "start_time": "2026-02-24T16:55:09.497216Z" } }, "source": [ "# Compare weekend vs. weekday profiles for object 6 (with weekend activity)\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "\n", "# Extract weekday and weekend data\n", "obj6_data = df[6][Types.DHW]\n", "obj6_data[\"day_of_week\"] = obj6_data.index.dayofweek\n", "weekday_data = obj6_data[obj6_data[\"day_of_week\"] < 5] # Monday-Friday\n", "weekend_data = obj6_data[obj6_data[\"day_of_week\"] >= 5] # Saturday-Sunday\n", "\n", "# Calculate average profiles\n", "weekday_profile = weekday_data.groupby(\"hour\")[f\"{Types.DHW}:volume[l]\"].mean()\n", "weekend_profile = weekend_data.groupby(\"hour\")[f\"{Types.DHW}:volume[l]\"].mean()\n", "\n", "# Plot both profiles\n", "ax.bar(weekday_profile.index - 0.2, weekday_profile.values, width=0.4, color=\"blue\", alpha=0.7, label=\"Weekday\")\n", "ax.bar(weekend_profile.index + 0.2, weekend_profile.values, width=0.4, color=\"red\", alpha=0.7, label=\"Weekend\")\n", "ax.set_xlabel(\"Hour of Day\")\n", "ax.set_ylabel(\"Average DHW Volume (liters)\")\n", "ax.set_title(\"Building ID: 6 - Dwelling Size: 80 m² - Weekday vs. Weekend DHW Profiles\")\n", "ax.set_xticks(range(0, 24, 2))\n", "ax.grid(True, alpha=0.3)\n", "ax.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 10 }, { "cell_type": "markdown", "id": "76f4dc9d", "metadata": {}, "source": [ "## Next Steps\n", "You can further explore:\n", "- Adjusting building parameters in `objects.csv`\n", "- Incorporating or excluding additional data (e.g. holidays)\n", "- Automating analysis for larger building datasets" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 5 }