diff --git a/rdtools-availability.ipynb b/rdtools-availability.ipynb new file mode 100644 index 0000000..4f2e1e4 --- /dev/null +++ b/rdtools-availability.ipynb @@ -0,0 +1,405 @@ +{ + "cells": [ + { + "attachments": { + "9c338b9e-9c1b-4e84-94c9-8b4eb4d96f65.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "33a052d0-eaee-41f7-a9fa-64b0975d8d09", + "metadata": {}, + "source": [ + "\n", + "\n", + "# SETO Webinar 2: RdTools availability analysis\n", + "\n", + "This notebook is for \"Part 2: Analytics and Quality Tools\" in SETO's [Solar Data Bounty Prize](https://www.energy.gov/eere/solar/american-made-solar-data-bounty-prize) webinar series. It demonstrates a brief example of using PV power plant monitoring data to calculate system availability using [RdTools](https://rdtools.readthedocs.io), an an open-source library to support reproducible technical analysis of time series data.\n", + "\n", + "The power plant under study is [OEDI System 2107](https://openei.org/wiki/PVDAQ/Sites/Farm_Solar_Array), an 893 kW PV system in California, United States. System 2107 is a ground-mounted fixed-tilt system with 24 inverters.\n", + "\n", + "To run this notebook yourself, you'll need:\n", + "- A python environment with `rdtools` and a jupyter notebook interface installed\n", + "- The following files downloaded from this system's [OEDI data repository](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pvdaq%2F2023-solar-data-prize%2F2107_OEDI%2F):\n", + " * `2107_meter_15m_data.csv`\n", + " * `2107_electrical_data.csv`\n", + "\n", + "---\n", + "\n", + "**Other helpful links:**\n", + "\n", + "- RdTools availability documentation: https://rdtools.readthedocs.io/en/stable/generated/rdtools.availability.AvailabilityAnalysis.html\n", + "- Another availability analysis code example: https://rdtools.readthedocs.io/en/stable/examples/system_availability_example.html\n", + "- [Availability and Performance Loss Factors for U.S. PV Fleet Systems](https://doi.org/10.2172/2318550)\n", + "- 2023 Solar Data Bounty Prize: https://www.energy.gov/eere/solar/american-made-solar-data-bounty-prize" + ] + }, + { + "cell_type": "markdown", + "id": "c95e9485-3642-479b-b571-e4e0da6cd906", + "metadata": {}, + "source": [ + "# Offline, or just communication trouble?\n", + "\n", + "When an inverter trips offline, the system's monitoring data will show zero or perhaps missing values for the inverter's power output. However, monitoring datasets can contain zero and missing values for other reasons too. For example, when the communication link between an inverter and the data logger temporarily fails, data for the inverter's production during the communication interruption are usually lost. To accurately quantify system downtime, \"true\" outages that affect production must be distinguished from nuisance but ultimately benign communication interruptions.\n", + "\n", + "Let's take a look at some example data to understand one way that RdTools infers whether an inverter was actually offline during a data outage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9bf106fa-bb4d-44ce-b942-d106596de7e6", + "metadata": {}, + "outputs": [], + "source": [ + "import rdtools\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "27a49693-ba91-479c-9bb4-91ee32aeb101", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.1.8\n" + ] + } + ], + "source": [ + "# always good to be aware of what RdTools version is being used\n", + "print(rdtools.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6580e48c-9f75-42cc-9eff-4c7305852876", + "metadata": {}, + "outputs": [], + "source": [ + "df_meter = pd.read_csv('data/2107_meter_15m_data.csv', index_col=0, parse_dates=True)\n", + "df_elect = pd.read_csv('data/2107_electrical_data.csv', index_col=0, parse_dates=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7ca0f3d1-5acf-4f63-aa27-9f614efa55cc", + "metadata": {}, + "outputs": [], + "source": [ + "# subset the dataframes to just the inverter AC power and meter AC power columns\n", + "\n", + "inv_cols = [x for x in df_elect.columns if 'ac_power' in x]\n", + "inverter_powers = df_elect[inv_cols]\n", + "# meter data is 15-minute, so resample this 5-minute inverter power to match:\n", + "inverter_powers = inverter_powers.resample('15min').mean()\n", + "\n", + "meter_power = df_meter['meter_revenue_grade_ac_output_meter_149578']" + ] + }, + { + "cell_type": "markdown", + "id": "0fbb7b78-2510-4138-9bae-a77897d2aa2c", + "metadata": {}, + "source": [ + "Here is an example clear-sky day where all the inverters are producing normally. The plot on the left shows the individual inverter-level power. The plot on the right compares two ways of calculating system-level production:\n", + "- The AC power recorded at the system meter\n", + "- The total (summed) output of the system's inverters\n", + "\n", + "We see that the summed inverter power is slightly higher than the meter power. This is often the case, due to the small wiring and transformer core losses that occur between the inverter and the meter." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d1b86342-4c87-4aee-b5fe-142b5deda7de", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "example_day = '2021-06-01'\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 3))\n", + "inverter_powers.loc[example_day].plot(ax=axes[0], legend=False, ylabel='Inverter AC power [kW]')\n", + "\n", + "inverter_powers.loc[example_day].sum(axis=1).plot(ax=axes[1], label='Summed inverter powers')\n", + "meter_power.loc[example_day].plot(ax=axes[1], label='Meter power', ylabel='System AC Power [kW]')\n", + "axes[1].legend()\n", + "\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "98422acc-42a9-4658-8f93-fbcea5e86b00", + "metadata": {}, + "source": [ + "Here's another example day, but notice this time that the data contains all zeros for one inverter. How can we tell if that inverter is actually offline or if it's just a datalogging/communications issue? Notice in the system-level data (right plot) that this time the summed inverter power is slightly *less* than the meter power. That means that the meter is recording some extra production beyond what can be seen in the inverter data. From this, we can infer that the questionable inverter is probably actually online, and the zeros in the inverter data don't reflect an actual production outage." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a49f8a6d-6666-44ba-9ee6-8a28658850f2", + "metadata": { + "jupyter": { + "source_hidden": true + } + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "example_day2 = '2019-07-26'\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 3))\n", + "inverter_powers.loc[example_day2].plot(ax=axes[0], legend=False, ylabel='Inverter AC power [kW]')\n", + "\n", + "inverter_powers.loc[example_day2].sum(axis=1).plot(ax=axes[1], label='Summed inverter powers')\n", + "meter_power.loc[example_day2].plot(ax=axes[1], label='Meter power', ylabel='System AC Power [kW]')\n", + "axes[1].legend()\n", + "\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "953a0865-f817-4978-84d3-6b1853e7346f", + "metadata": {}, + "source": [ + "RdTools performs a quantitative version of this inverter-meter comparison to automatically classify outages and estimate the associated production loss." + ] + }, + { + "cell_type": "markdown", + "id": "c604684d-41f0-4abd-9ee8-cc7df4a4b4d4", + "metadata": {}, + "source": [ + "# RdTools availability analysis\n", + "\n", + "Now let's see how RdTools analyzes this dataset!" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "163a4091-d3d3-4197-9354-8e7157f19e64", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ksande\\software\\miniconda3\\envs\\dev\\lib\\site-packages\\rdtools\\availability.py:17: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "from rdtools.availability import AvailabilityAnalysis" + ] + }, + { + "cell_type": "markdown", + "id": "4d911348-e13f-4983-93ca-06fce21d6350", + "metadata": {}, + "source": [ + "Let's focus in on just a few days of data. As shown above, we need to provide both meter- and inverter-level power data.\n", + "\n", + "In fact, the RdTools availability analysis performs two comparison stages to classify different types of outages. We are only discussing the first stage here." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ef99e28c-8771-4258-80cc-b84381971e6c", + "metadata": {}, + "outputs": [], + "source": [ + "power_system = meter_power.loc['2020-02-23': '2020-02-25']\n", + "power_subsystem = inverter_powers.loc['2020-02-23': '2020-02-25']\n", + "\n", + "# dummy inputs for stage 2 of the availability analysis\n", + "# see RdTools docs for more info\n", + "expected_power = power_system\n", + "cumulative_energy = power_system.cumsum() / 4\n", + "\n", + "# run the availability analysis with this example dataset:\n", + "ava = AvailabilityAnalysis(power_system, power_subsystem, cumulative_energy, expected_power)\n", + "ava.run(rollup_period='D')" + ] + }, + { + "cell_type": "markdown", + "id": "45064ff9-6ed7-42d0-b615-45aa3f140570", + "metadata": {}, + "source": [ + "The main output of the analysis is a table of production statistics and availability fraction:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2c34872e-4f1a-450a-a244-afce8d7b89f4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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lost_productionactual_productionavailability
2020-02-2321.5216222595.9999990.991778
2020-02-24575.6560634157.9200000.878389
2020-02-25194.3361724734.0799990.960568
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" + ], + "text/plain": [ + " lost_production actual_production availability\n", + "2020-02-23 21.521622 2595.999999 0.991778\n", + "2020-02-24 575.656063 4157.920000 0.878389\n", + "2020-02-25 194.336172 4734.079999 0.960568" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ava.results" + ] + }, + { + "cell_type": "markdown", + "id": "98abcd60-1dfe-4403-a911-94350d64dbf1", + "metadata": {}, + "source": [ + "We can also take a look at the estimated production loss time series. Notice that the lost production matches up in time with the outages and reflects both the number of offline inverters and how sunny the conditions were in each timestamp. These are important aspects of accurate loss calculations." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "03c6e74a-f045-4e15-b72b-94d11329cbdc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Estimated power loss [kW]')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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