{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "951d3ce3",
   "metadata": {},
   "source": [
    "# **Fit HSU soiling model parameters against measured data**\n",
    "\n",
    "Let’s assume you are developing a new PV power plant in California. To determine monthly soiling loss factors and quantify energy losses we will:\n",
    "\n",
    "1. run pvlib’s HSU model\n",
    "2. compare the result to a local measurement\n",
    "3. optimize the cleaning threshold and deposition velocity\n",
    "4. calculate monthly soiling loss factors for PVSyst\n",
    "5. quantify soiling energy losses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c91bf297",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pvradar.sdk import PvradarSite, R, MeasurementGroup, resource_plot, for_resource, make_tracker_design"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e4930c8",
   "metadata": {},
   "source": [
    "## Define the site for which we want to estimate soiling losses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2bc5f240",
   "metadata": {},
   "outputs": [],
   "source": [
    "location = 39.21, -121.95\t# Sacramento, California, USA\n",
    "site = PvradarSite(location=location)\n",
    "site.design = make_tracker_design(max_tracking_angle=50, ground_cover_ratio=0.33)\n",
    "site.interval = '2021..2022'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c920dd3",
   "metadata": {},
   "source": [
    "## Model soiling losses using pvlib's HSU model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5cfdeca6",
   "metadata": {},
   "source": [
    "PVRADAR includes wrappers around most pvlib models that allow you to execute a model in a single line of code."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b7cda41a",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x250 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pvradar.sdk.pv.irradiance.losses.soiling import pvlib_soiling_hsu\n",
    "site_soiling = site.run(pvlib_soiling_hsu)\n",
    "resource_plot(site_soiling)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be462205",
   "metadata": {},
   "source": [
    "You can always display the model chain used to derive a specific result as a flowchart, showing exactly which models, data sources, and model parameters were used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "542fa9b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "site.profile(pvlib_soiling_hsu).display_flowchart()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ade151d0",
   "metadata": {},
   "source": [
    "## Search for soiling measurements in the PVRADAR Measurement DB\n",
    "\n",
    "The PVRADAR Measurement DB provides access to a wide range of measurements from locations around the world - soiling, irradiance and more. While this feature is still being finalized, we have already included 9 publicly available soiling measurements for testing purposes. Once finalized, Organizations will be able to organize their internal measurements in a convenient and 100% private manner. \n",
    "\n",
    "All currently available measurements originate from the following scientific publication:\n",
    "\n",
    "Micheli, L., Muller, M. T., Deceglie, M. G., & Ruth, D. (2017). Time Series Analysis of Photovoltaic Soiling Station Data: Version 1.0, August 2017. Office of Scientific and Technical Information (OSTI). https://doi.org/10.2172/1390775\n",
    "\n",
    "The raw data is available under: https://datahub.duramat.org/dataset/soiling-data.\n",
    "\n",
    "Note: The exact coordinates of the measurement sites were not disclosed by the authors and have been estimated by PVRADAR. Also, the rainfall data included in the dataset is not based on actual measurements but was retrieved by the authors from the PRISM climate data source."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7efa25c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>start_date</th>\n",
       "      <th>end_date</th>\n",
       "      <th>distance_km</th>\n",
       "      <th>private</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>duramat-1_10</th>\n",
       "      <td>39.137813</td>\n",
       "      <td>-121.941262</td>\n",
       "      <td>2013-02-01</td>\n",
       "      <td>2014-06-01</td>\n",
       "      <td>8.071163</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_4</th>\n",
       "      <td>36.759658</td>\n",
       "      <td>-120.365913</td>\n",
       "      <td>2015-05-18</td>\n",
       "      <td>2016-06-30</td>\n",
       "      <td>306.126194</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_7</th>\n",
       "      <td>35.352351</td>\n",
       "      <td>-120.040062</td>\n",
       "      <td>2015-05-31</td>\n",
       "      <td>2016-07-31</td>\n",
       "      <td>461.520965</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_5A</th>\n",
       "      <td>34.794195</td>\n",
       "      <td>-118.510985</td>\n",
       "      <td>2013-02-01</td>\n",
       "      <td>2015-06-30</td>\n",
       "      <td>578.771760</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_5B</th>\n",
       "      <td>34.794195</td>\n",
       "      <td>-118.510985</td>\n",
       "      <td>2014-07-01</td>\n",
       "      <td>2016-01-01</td>\n",
       "      <td>578.771760</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_16</th>\n",
       "      <td>34.950183</td>\n",
       "      <td>-118.134644</td>\n",
       "      <td>2013-12-01</td>\n",
       "      <td>2014-12-20</td>\n",
       "      <td>582.687077</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_12</th>\n",
       "      <td>33.741627</td>\n",
       "      <td>-117.011362</td>\n",
       "      <td>2014-09-01</td>\n",
       "      <td>2015-08-12</td>\n",
       "      <td>752.036181</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duramat-1_3</th>\n",
       "      <td>33.144051</td>\n",
       "      <td>-115.496732</td>\n",
       "      <td>2014-12-30</td>\n",
       "      <td>2016-01-01</td>\n",
       "      <td>889.543716</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               latitude   longitude  start_date    end_date  distance_km  \\\n",
       "id                                                                         \n",
       "duramat-1_10  39.137813 -121.941262  2013-02-01  2014-06-01     8.071163   \n",
       "duramat-1_4   36.759658 -120.365913  2015-05-18  2016-06-30   306.126194   \n",
       "duramat-1_7   35.352351 -120.040062  2015-05-31  2016-07-31   461.520965   \n",
       "duramat-1_5A  34.794195 -118.510985  2013-02-01  2015-06-30   578.771760   \n",
       "duramat-1_5B  34.794195 -118.510985  2014-07-01  2016-01-01   578.771760   \n",
       "duramat-1_16  34.950183 -118.134644  2013-12-01  2014-12-20   582.687077   \n",
       "duramat-1_12  33.741627 -117.011362  2014-09-01  2015-08-12   752.036181   \n",
       "duramat-1_3   33.144051 -115.496732  2014-12-30  2016-01-01   889.543716   \n",
       "\n",
       "              private  \n",
       "id                     \n",
       "duramat-1_10    False  \n",
       "duramat-1_4     False  \n",
       "duramat-1_7     False  \n",
       "duramat-1_5A    False  \n",
       "duramat-1_5B    False  \n",
       "duramat-1_16    False  \n",
       "duramat-1_12    False  \n",
       "duramat-1_3     False  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "site.measurement_table(resource_type=[R.soiling_loss_factor])\n",
    "\n",
    "# try plotting as a map as well!\n",
    "#site.measurement_table(resource_type=[R.soiling_loss_factor]).display_map()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "85dbce52",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>freq</th>\n",
       "      <th>start_date</th>\n",
       "      <th>end_date</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>resource_type</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>rainfall</th>\n",
       "      <td>D</td>\n",
       "      <td>2013-02-01 00:00:00-08:00</td>\n",
       "      <td>2014-06-01 00:00:00-08:00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>soiling_loss_factor</th>\n",
       "      <td>D</td>\n",
       "      <td>2013-02-01 00:00:00-08:00</td>\n",
       "      <td>2014-06-01 00:00:00-08:00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    freq                start_date                  end_date\n",
       "resource_type                                                               \n",
       "rainfall               D 2013-02-01 00:00:00-08:00 2014-06-01 00:00:00-08:00\n",
       "soiling_loss_factor    D 2013-02-01 00:00:00-08:00 2014-06-01 00:00:00-08:00"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# connect to a measurement group\n",
    "mg = MeasurementGroup('duramat-1_10')\n",
    "\n",
    "# see list of available measurements\n",
    "mg.available_measurements"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "086c8b58",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x250 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# extract the soiling measurement\n",
    "meas_soiling = mg.measurement(R.soiling_loss_factor)\n",
    "resource_plot(meas_soiling)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "41d75a04",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Location: \n",
       "  name: None\n",
       "  latitude: 39.137813\n",
       "  longitude: -121.941262\n",
       "  altitude: 26.0\n",
       "  tz: Etc/GMT+8"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# see location of measurement group\n",
    "mg.location"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2f1e343",
   "metadata": {},
   "source": [
    "## Model soiling losses with HSU for measurement location and default model parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5836aa64",
   "metadata": {},
   "outputs": [],
   "source": [
    "soiling_hsu_mg_default = mg.run(pvlib_soiling_hsu, label='soiling from HSU @ measurement location with DEFAULT params')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "2ba40b0e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get rainfall just for plotting\n",
    "rainfall_mg = mg.resource(R.rainfall(to_freq='D'))\n",
    "\n",
    "# plot\n",
    "resource_plot(meas_soiling, soiling_hsu_mg_default, rainfall_mg)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06d743b6",
   "metadata": {},
   "source": [
    "## Fit model parameters to better match measured data\n",
    "\n",
    "The goal is to find the set of HSU model parameters for which the difference between the model output and the measurement is smallest."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "41c979c4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'rain_cleaning_threshold': np.float64(3.7553390780578852),\n",
       " 'pm2_5_depo_veloc': np.float64(0.01065701046205255),\n",
       " 'pm10_depo_veloc': np.float64(0.045245348601894705)}"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "optimal_hsu_params = mg.optimize(\n",
    "    pvlib_soiling_hsu,\n",
    "    target=mg.measurement(R.soiling_loss_factor),\n",
    "    parameters=['rain_cleaning_threshold', 'pm2_5_depo_veloc', 'pm10_depo_veloc']\n",
    ")\n",
    "optimal_hsu_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "5b80bdf1",
   "metadata": {},
   "outputs": [],
   "source": [
    "soiling_hsu_mg_optimal = mg.run(pvlib_soiling_hsu, **optimal_hsu_params, label='soiling from HSU @ measurement location with OPTIMAL params')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "46564eb8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x250 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "resource_plot(meas_soiling, soiling_hsu_mg_default, soiling_hsu_mg_optimal)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "54b79647",
   "metadata": {},
   "source": [
    "## Apply optimal model parameters to target site"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "511df377",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x250 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "site.interval = '2005..2022'\n",
    "site_soiling_optimal = site.run(pvlib_soiling_hsu, **optimal_hsu_params)\n",
    "resource_plot(site_soiling_optimal)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "965c7ee8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1     0.001147\n",
       "2     0.003087\n",
       "3     0.001371\n",
       "4     0.002966\n",
       "5     0.004532\n",
       "6     0.009757\n",
       "7     0.018832\n",
       "8     0.030612\n",
       "9     0.017770\n",
       "10    0.004827\n",
       "11    0.001285\n",
       "12    0.000705\n",
       "Name: soiling_loss_factor, dtype: float64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# monthly averages for Pvsyst, PlantPredict and other tools\n",
    "site_soiling.groupby(site_soiling.index.month).mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "891b73fc",
   "metadata": {},
   "source": [
    "## Estimate soiling energy losses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "32440898",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "energy_no_soiling = site.resource(R.grid_energy(to_unit='MWh', to_freq='D'), label='energy no soiling')\n",
    "\n",
    "with site.hooks(for_resource(R.soiling_loss_factor).use(site_soiling_optimal)):\n",
    "    energy_with_soiling = site.resource(R.grid_energy(to_unit='MWh', to_freq='D'), label='energy with soiling')\n",
    "    site.profile(R.grid_energy).display_flowchart()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "b6660561",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "resource_plot(energy_no_soiling, energy_with_soiling, site_soiling_optimal)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "045bad87",
   "metadata": {},
   "source": [
    "# "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0834af8",
   "metadata": {},
   "source": [
    "# **Why PVRADAR?**\n",
    "\n",
    "## Model and optimize the real-world behavior of your PV plants\n",
    "\n",
    "PVRADAR allows you to model the effect of **any technical or environmental factor** on plant performance — not just soiling:\n",
    "- Combine temperature, soiling, snow, albedo, clipping, and more in a single modeling workflow.\n",
    "- Quantify impacts in terms of energy yield, PR, LCOE, and financial KPIs.\n",
    "- Explore what-if scenarios and optimize plant design and O&M strategies.\n",
    "\n",
    "## Build internal tools and advanced applications\n",
    "\n",
    "With PVRADAR, you can turn your models into robust, organization-wide tools:\n",
    "- Build internal web apps that allow colleagues to apply validated models without writing code.\n",
    "- Standardize modeling across teams and projects.\n",
    "- Automate reporting and performance analysis to save time and ensure consistency.\n",
    "\n",
    "## One Python line away from your data\n",
    "\n",
    "The PVRADAR SDK simplifies data access:\n",
    "- Seamlessly connect to satellite data, meteo stations, and internal performance databases.\n",
    "- Standardize and pre-process data for modeling — ready to use in one line of Python.\n",
    "- Keep full control over your data, whether in the cloud or on-premises.\n",
    "\n",
    "## Supported by deep expertise\n",
    "\n",
    "PVRADAR is more than software — it is backed by industry-leading expertise:\n",
    "- Model validation and tuning with high-quality reference data.\n",
    "- Consulting and support on temperature losses, O&M optimization, and yield forecasting.\n",
    "- Proven track record with leading IPPs, developers, and consultants.\n",
    "\n",
    "👉 **Ready to go further?** [**Contact us to learn how we can help solve your modeling challenge!**](https://pvradar.com/contact)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.5"
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 },
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}
