From a128bd40632f0bc7c87cebc734bd91f6b96e15d7 Mon Sep 17 00:00:00 2001 From: misi9170 <39596329+misi9170@users.noreply.github.com> Date: Fri, 12 Apr 2024 17:59:07 -0400 Subject: [PATCH 1/3] Change FLORIS to a "regular" requirement (#103) * Add FLORIS to requirements list; remove special installation instructions." * require floris > 4/ * Change to compatible release clause. --- docs/install_local.md | 7 ------- docs/install_on_kestrel.md | 10 ---------- setup.py | 1 + 3 files changed, 1 insertion(+), 17 deletions(-) diff --git a/docs/install_local.md b/docs/install_local.md index 0d6f8190..d188e47c 100644 --- a/docs/install_local.md +++ b/docs/install_local.md @@ -68,13 +68,6 @@ NREL's PySAM software is also required for hercules. To install, use pip install nrel-pysam==4.2.0 ``` -You may also want to run the FLORIS standin for AMR-Wind for a steady-state representation -of wind farm flows. In this case, run -``` -pip install git+https://github.com/NREL/floris.git@v4 -``` -to get the correct branch of FLORIS installed. - If you run hercules and get an error that `pyyaml` is missing, you may also need to install it using ``` conda install -c conda-forge pyyaml diff --git a/docs/install_on_kestrel.md b/docs/install_on_kestrel.md index 8043dc91..4358c6a9 100644 --- a/docs/install_on_kestrel.md +++ b/docs/install_on_kestrel.md @@ -98,16 +98,6 @@ If you run hercules and get an error that `pyyaml` is missing, you may also need ``` conda install -c conda-forge pyyaml ``` -### Install FLORIS -You may also want to run the FLORIS standin for AMR-Wind for a steady-state representation of wind farm flows. -In this case, go back to herc_root, -Then run -``` -pip install git+https://github.com/NREL/floris.git@v4 -``` -to get the correct branch of FLORIS installed. - -Note that that pyyaml package is also required for FLORIS. ### Install the NREL Wind Hybrid Open Controller (WHOC) diff --git a/setup.py b/setup.py index 7c4cbce6..6781048c 100644 --- a/setup.py +++ b/setup.py @@ -38,6 +38,7 @@ "numpy~=1.20", "matplotlib~=3.0", "pandas~=2.0", + "floris~=4.0", "nrel-pysam~=4.2", # "dash>=2.0.0", # GUI Stuff From 6f9f4e344d88ae9e3713b702eb7e9f75764f2e7c Mon Sep 17 00:00:00 2001 From: Brooke Stanislawski <34248707+brookeslawski@users.noreply.github.com> Date: Tue, 16 Apr 2024 16:19:39 -0600 Subject: [PATCH 2/3] Adding solar controller and replacing AMR-Wind standin with FLORIS standin in example 07 (#104) * created dummy example for amr wind dummy + solar * final commit before creating feature branch * standalone solar pysam example * working standalone example of solar pysam model * removed time as explicit input in step * working example of solar pysam and hercules (but pysam has a bug) * changing hardcoded stoptime of 100 s to 1000 s to demo solar module * cleaning before pull request review of misha's changes * working solar pysam example with test amr wind * adding updated results in jupyter notebook * trying to run after git pull of develop * solar model runs successfully, but there is a time issue * correcting irradiance field and removing unnecessary comments * removing unnecessary files * removing test amr wind and solar example, saving for separate PR * adding environment yaml file needed for pysam * updating setup and docs to include pysam and restrict python version * adding missing csv weather file * Minor changes for running the code * Minor cleanup in example. * remove environment.yml * adding solar module unit tests * adding relative path for pytest functionality * correcting ruff formatting and except * more ruff formatting * adding skeleton files for solar pv * adding solar pysam description * removing documentation changes, saving for a separate PR * removing documentation changes, saving for a separate PR * removing documentation changes, saving for a separate PR * adding comments to the tests * fix comments for PV * adding documentation, moving lat long to input file, correcting irradiance output * doc updates, code clean up * docs updates * minor cleanup * ruff formatting and minor cleanup * saving files before switching branches * adding default inputs - not working yet * calc max power for controls feedback optimization * cleaning up code * more code cleanup * refactored to remove nested for loop, but no speed up * fixing github vis * starting setpoints feature, not working yet * working initial pv plant controller * first attempt at feeding in setpoints via external_data_file * replacing amr wind standin with floris standin due to error in amrwind * trying to run without external_data_file but getting zeros and floris is hanging * hercules is hanging * working version of floris and solar example * working but messy version of solar controller * adding the external data file * cleaning up emulator.py * cleaning up emulator.py * working floris stand in and pv plant controller * cleanup * Ruff compatibility. * cleaning up files * fixing errors in tests * fixing standalone example * ruff changes * removing amr_wind standin run script * adding external_data_file solar_power_reference.csv * clarifing controller input in README and fixing dc_power_mw error in test_read_output.ipynb * Handling for when power_setpoints not available. * Remove & on second call so that script terminates as expected. * Updating units for results plots * Make ruff compliant * Make ruff compliant 2 --------- Co-authored-by: Genevieve Starke Co-authored-by: misi9170 --- docs/solar_pv.md | 2 +- .../README.md | 17 - .../hercules_runscript_amr_standin.py | 15 - .../test_read_output.ipynb | 512 - .../100MW_1axis_pvsamv1.json | 0 .../InterpolateInputWeatherData.ipynb | 0 ...ation-sample_data-interpolated-daytime.csv | 0 .../README.md | 30 + .../amr_input.inp | 26 +- .../batch_script.sh | 11 +- .../floris_runscript.py | 15 + .../hercules_controller_input_000.yaml | 63 + .../hercules_input_000.yaml | 4 +- .../hercules_runscript.py | 0 .../solar_power_reference.csv | 41281 ++++++++++++++++ .../standalone-solar-pysam-example.py | 35 +- .../test_read_output.ipynb | 475 + hercules/emulator.py | 8 +- hercules/python_simulators/solar_pysam.py | 57 +- .../solar_pysam_test.py | 18 +- 20 files changed, 41950 insertions(+), 619 deletions(-) delete mode 100644 example_case_folders/07_amr_wind_standin_and_solar_pysam/README.md delete mode 100644 example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript_amr_standin.py delete mode 100644 example_case_folders/07_amr_wind_standin_and_solar_pysam/test_read_output.ipynb rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/100MW_1axis_pvsamv1.json (100%) rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/InterpolateInputWeatherData.ipynb (100%) rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/NonAnnualSimulation-sample_data-interpolated-daytime.csv (100%) create mode 100644 example_case_folders/07_floris_standin_and_solar_pysam/README.md rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/amr_input.inp (69%) rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/batch_script.sh (71%) mode change 100644 => 100755 create mode 100644 example_case_folders/07_floris_standin_and_solar_pysam/floris_runscript.py create mode 100644 example_case_folders/07_floris_standin_and_solar_pysam/hercules_controller_input_000.yaml rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/hercules_input_000.yaml (94%) rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/hercules_runscript.py (100%) create mode 100644 example_case_folders/07_floris_standin_and_solar_pysam/solar_power_reference.csv rename example_case_folders/{07_amr_wind_standin_and_solar_pysam => 07_floris_standin_and_solar_pysam}/standalone-solar-pysam-example.py (65%) create mode 100644 example_case_folders/07_floris_standin_and_solar_pysam/test_read_output.ipynb diff --git a/docs/solar_pv.md b/docs/solar_pv.md index dfe5cc8a..56e5fedb 100644 --- a/docs/solar_pv.md +++ b/docs/solar_pv.md @@ -15,7 +15,7 @@ The `SolarPySAM` module uses [PySAM](https://nrel-pysam.readthedocs.io/en/main/o 2. A JSON file that specifies the PV plant system design (e.g. 100MW_1axis_pvsamv1.json). The system location (latitude, longitude, and elevation) is specified in the input `yaml` file. -The example folder `07_amr_wind_standin_and_solar_pysam` specifies: +The example folder `07_floris_standin_and_solar_pysam` specifies: - weather conditions on May 10, 2018 (from [this PySAM example](https://github.com/NREL/pysam/blob/main/Examples/NonAnnualSimulation.ipynb)) - latitude, longitude, and elevation of Golden, CO - system design information for a 100 MW single-axis PV tracking system generated using the SAM GUI diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/README.md b/example_case_folders/07_amr_wind_standin_and_solar_pysam/README.md deleted file mode 100644 index 35335a34..00000000 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# Example 07: AMR Wind Standin and Solar PySAM - -## Description - -This example demonstrates how to use the AMR Wind Standin and a solar model using pysam. - -## Running - -To run the example, execute the following command in the terminal: - -```bash -bash batch_script.sh -``` - -## Notes - -Make sure hercules conda or venv is activated before running the example. \ No newline at end of file diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript_amr_standin.py b/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript_amr_standin.py deleted file mode 100644 index 7cc665c7..00000000 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript_amr_standin.py +++ /dev/null @@ -1,15 +0,0 @@ -import sys - -from hercules.amr_wind_standin import launch_amr_wind_standin - -# Check that one command line argument was given -if len(sys.argv) != 2: - raise Exception("Usage: python hercules_runscript_amr_standin.py ") - -# # Get the first command line argument -# This is the name of the file to read -amr_input_file = sys.argv[1] -print(f"Running AMR-Wind standin with input file: {amr_input_file}") - - -launch_amr_wind_standin(amr_input_file) diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/test_read_output.ipynb b/example_case_folders/07_amr_wind_standin_and_solar_pysam/test_read_output.ipynb deleted file mode 100644 index 42bbb4c5..00000000 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/test_read_output.ipynb +++ /dev/null @@ -1,512 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import pandas as pd" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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- " 'hercules_comms.helics.config.publication_interval',\n", - " 'hercules_comms.helics.config.endpoint_interval',\n", - " 'hercules_comms.helics.config.starttime',\n", - " 'hercules_comms.helics.config.stoptime', 'py_sims.solar_farm_0.lat',\n", - " 'py_sims.solar_farm_0.lon', 'py_sims.solar_farm_0.elev',\n", - " 'py_sims.solar_farm_0.initial_conditions.power',\n", - " 'py_sims.solar_farm_0.initial_conditions.dni',\n", - " 'py_sims.solar_farm_0.outputs.power_mw',\n", - " 'py_sims.solar_farm_0.outputs.dc_power_mw',\n", - " 'py_sims.solar_farm_0.outputs.dni', 'py_sims.solar_farm_0.outputs.aoi',\n", - " 'py_sims.inputs.available_power', 'py_sims.inputs.sim_time_s', 'time',\n", - " 'clock_time'],\n", - " dtype='object')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.columns" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'time 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# first test solar module outputs\n", - "time = df[\"hercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind\"]\n", - "\n", - "ac_power = df[\"py_sims.solar_farm_0.outputs.power_mw\"]\n", - "dc_power = df[\"py_sims.solar_farm_0.outputs.dc_power_mw\"]\n", - "aoi = df[\"py_sims.solar_farm_0.outputs.aoi\"]\n", - "irradiance = df[\"py_sims.solar_farm_0.outputs.dni\"]\n", - "\n", - "fig, ax = plt.subplots(4, 1, sharex=\"col\") # , figsize=[6,5], dpi=250)\n", - "\n", - "ax[0].plot(time / 3600, ac_power, \".-\", label=\"power\")\n", - "ax[0].set_ylabel(\"ac power\")\n", - "# ax[0].legend()\n", - "\n", - "ax[1].plot(time / 3600, dc_power, \".-\", label=\"dc power\")\n", - "ax[1].set_ylabel(\"dc power\")\n", - "\n", - "ax[2].plot(time / 3600, irradiance, \".-\", label=\"irradiance\")\n", - "ax[2].set_ylabel(\"irradiance\")\n", - "# ax[1].legend()\n", - "\n", - "ax[3].plot(time / 3600, aoi, \".-\", label=\"aoi\")\n", - "ax[3].set_ylabel(\"aoi\")\n", - "ax[-1].set_xlabel(\"time [hr]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "ename": "KeyError", - "evalue": "'py_sims.solar_farm_0.outputs.power'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m~/miniforge3/envs/hercules-pysam/lib/python3.11/site-packages/pandas/core/indexes/base.py:3790\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3789\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 3790\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_engine\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcasted_key\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3791\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n", - "File \u001b[0;32mindex.pyx:152\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mindex.pyx:181\u001b[0m, in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:7080\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "File \u001b[0;32mpandas/_libs/hashtable_class_helper.pxi:7088\u001b[0m, in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 'py_sims.solar_farm_0.outputs.power'", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[10], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure()\n\u001b[1;32m 2\u001b[0m time \u001b[38;5;241m=\u001b[39m df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m----> 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(time, \u001b[43mdf\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mpy_sims.solar_farm_0.outputs.power\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolar PV\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mylabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPower\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mxlabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTime\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "File \u001b[0;32m~/miniforge3/envs/hercules-pysam/lib/python3.11/site-packages/pandas/core/frame.py:3893\u001b[0m, in \u001b[0;36mDataFrame.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3891\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolumns\u001b[38;5;241m.\u001b[39mnlevels \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 3892\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_getitem_multilevel(key)\n\u001b[0;32m-> 3893\u001b[0m indexer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_loc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3894\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_integer(indexer):\n\u001b[1;32m 3895\u001b[0m indexer \u001b[38;5;241m=\u001b[39m [indexer]\n", - "File \u001b[0;32m~/miniforge3/envs/hercules-pysam/lib/python3.11/site-packages/pandas/core/indexes/base.py:3797\u001b[0m, in \u001b[0;36mIndex.get_loc\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 3792\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(casted_key, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m (\n\u001b[1;32m 3793\u001b[0m \u001b[38;5;28misinstance\u001b[39m(casted_key, abc\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[1;32m 3794\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28many\u001b[39m(\u001b[38;5;28misinstance\u001b[39m(x, \u001b[38;5;28mslice\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m casted_key)\n\u001b[1;32m 3795\u001b[0m ):\n\u001b[1;32m 3796\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m InvalidIndexError(key)\n\u001b[0;32m-> 3797\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[1;32m 3798\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m 3799\u001b[0m \u001b[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001b[39;00m\n\u001b[1;32m 3800\u001b[0m \u001b[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001b[39;00m\n\u001b[1;32m 3801\u001b[0m \u001b[38;5;66;03m# the TypeError.\u001b[39;00m\n\u001b[1;32m 3802\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_indexing_error(key)\n", - "\u001b[0;31mKeyError\u001b[0m: 'py_sims.solar_farm_0.outputs.power'" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "time = df[\"hercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind\"]\n", - "plt.plot(time, df[\"py_sims.solar_farm_0.outputs.power\"], label=\"solar PV\")\n", - "plt.ylabel(\"Power\")\n", - "plt.xlabel(\"Time\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.plot(time / 3600, df[\"hercules_comms.amr_wind.wind_farm_0.turbine_powers.000\"], label=\"WT000\")\n", - "plt.plot(time / 3600, df[\"hercules_comms.amr_wind.wind_farm_0.turbine_powers.001\"], label=\"WT001\")\n", - "plt.plot(time / 3600, df[\"py_sims.solar_farm_0.outputs.power\"], label=\"solar PV\")\n", - "plt.plot(time / 3600, df[\"py_sims.inputs.available_power\"], label=\"available power\")\n", - "plt.ylabel(\"Power\")\n", - "plt.xlabel(\"Time [hr]\")\n", - "plt.legend()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "hercules", - "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": "3.11.5" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/100MW_1axis_pvsamv1.json b/example_case_folders/07_floris_standin_and_solar_pysam/100MW_1axis_pvsamv1.json similarity index 100% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/100MW_1axis_pvsamv1.json rename to example_case_folders/07_floris_standin_and_solar_pysam/100MW_1axis_pvsamv1.json diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/InterpolateInputWeatherData.ipynb b/example_case_folders/07_floris_standin_and_solar_pysam/InterpolateInputWeatherData.ipynb similarity index 100% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/InterpolateInputWeatherData.ipynb rename to example_case_folders/07_floris_standin_and_solar_pysam/InterpolateInputWeatherData.ipynb diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/NonAnnualSimulation-sample_data-interpolated-daytime.csv b/example_case_folders/07_floris_standin_and_solar_pysam/NonAnnualSimulation-sample_data-interpolated-daytime.csv similarity index 100% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/NonAnnualSimulation-sample_data-interpolated-daytime.csv rename to example_case_folders/07_floris_standin_and_solar_pysam/NonAnnualSimulation-sample_data-interpolated-daytime.csv diff --git a/example_case_folders/07_floris_standin_and_solar_pysam/README.md b/example_case_folders/07_floris_standin_and_solar_pysam/README.md new file mode 100644 index 00000000..3b500996 --- /dev/null +++ b/example_case_folders/07_floris_standin_and_solar_pysam/README.md @@ -0,0 +1,30 @@ +# Example 07: FLORIS Standin and Solar PySAM + +## Description + +This example demonstrates how to use the FLORIS Standin and a solar model using pysam. + +## Running + +To run the example, execute the following command in the terminal: + +```bash +bash batch_script.sh +``` + + +To run `hercules` using the PV plant controller, which provides power setpoints and adjusts the PV power output accordingly, ensure the following line is uncommented in `batch_script.sh`: + +``` +python3 hercules_runscript.py hercules_controller_input_000.yaml >> outputs/loghercules.log 2>&1 & +``` + +To run `hercules` without the PV plant controller, ensure the folling line is uncommented `batch_script.sh`: + +``` +python3 hercules_runscript.py hercules_input_000.yaml >> outputs/loghercules.log 2>&1 & +``` + +## Notes + +Make sure hercules conda or venv is activated before running the example. \ No newline at end of file diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/amr_input.inp b/example_case_folders/07_floris_standin_and_solar_pysam/amr_input.inp similarity index 69% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/amr_input.inp rename to example_case_folders/07_floris_standin_and_solar_pysam/amr_input.inp index 3f8830d4..4b811607 100644 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/amr_input.inp +++ b/example_case_folders/07_floris_standin_and_solar_pysam/amr_input.inp @@ -1,7 +1,7 @@ #¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨# # SIMULATION STOP # #.......................................# -time.stop_time = 500.0 # Max (simulated) time to evolve +time.stop_time = 100.0 # Max (simulated) time to evolve time.max_step = -1 # Max number of time steps #¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨¨# @@ -149,33 +149,17 @@ samplingLine.z_line.end = 5.0 5.0 1275.0 Actuator.type = UniformCtDisk Actuator.UniformCtDisk.rotor_diameter = 126.0 Actuator.UniformCtDisk.hub_height = 90.0 -Actuator.UniformCtDisk.thrust_coeff = 0.0 0.7 1.2 -Actuator.UniformCtDisk.wind_speed = 0.0 10.0 12.0 +Actuator.UniformCtDisk.thrust_coeff = 0.0 0.0 1.132034888 0.999470963 0.917697381 0.860849503 0.815371198 0.811614904 0.807939328 0.80443352 0.800993851 0.79768116 0.794529244 0.791495834 0.788560434 0.787217182 0.787127977 0.785839257 0.783812219 0.783568108 0.783328285 0.781194418 0.777292539 0.773464375 0.769690236 0.766001924 0.762348072 0.758760824 0.755242872 0.751792927 0.748434131 0.745113997 0.717806682 0.672204789 0.63831272 0.610176496 0.585456847 0.563222111 0.542912273 0.399312061 0.310517829 0.248633226 0.203543725 0.169616419 0.143478955 0.122938861 0.106515296 0.093026095 0.081648606 0.072197368 0.064388275 0.057782745 0.0 0.0 +Actuator.UniformCtDisk.wind_speed = 0.0 2.9 3.0 4.0 5.0 6.0 7.0 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9 8.0 9.0 10.0 10.1 10.2 10.3 10.4 10.5 10.6 10.7 10.8 10.9 11.0 11.1 11.2 11.3 11.4 11.5 11.6 11.7 11.8 11.9 12.0 13.0 14.0 15.0 16.0 17.0 18.0 19.0 20.0 21.0 22.0 23.0 24.0 25.0 25.1 50.0 Actuator.UniformCtDisk.epsilon = 10.0 Actuator.UniformCtDisk.density = 1.225 Actuator.UniformCtDisk.diameters_to_sample = 1.0 Actuator.UniformCtDisk.num_points_r = 20 Actuator.UniformCtDisk.num_points_t = 5 - -Actuator.labels = T00 T01 -# T02 T03 T04 T05 T06 T07 -Actuator.JoukowskyDisk.thrust_coeff = 8.1672e-01 7.9044e-01 7.8393e-01 7.8624e-01 7.8824e-01 7.8942e-01 7.8902e-01 7.8740e-01 7.8503e-01 7.8237e-01 7.7955e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.7583e-01 7.6922e-01 7.4270e-01 5.5949e-01 4.6163e-01 3.8786e-01 3.2901e-01 2.8093e-01 2.4114e-01 2.0795e-01 1.8010e-01 1.5663e-01 1.3679e-01 1.1995e-01 1.0562e-01 9.3384e-02 8.2908e-02 7.3910e-02 6.6159e-02 5.9463e-02 5.3662e-02 4.8622e-02 4.4230e-02 -Actuator.JoukowskyDisk.wind_speed = 3.0000e+00 3.5495e+00 4.0679e+00 4.5539e+00 5.0064e+00 5.4244e+00 5.8069e+00 6.1530e+00 6.4619e+00 6.7330e+00 6.9655e+00 7.1589e+00 7.3128e+00 7.4269e+00 7.5009e+00 7.5345e+00 7.5412e+00 7.5883e+00 7.6757e+00 7.8031e+00 7.9702e+00 8.1767e+00 8.4221e+00 8.7059e+00 9.0273e+00 9.3856e+00 9.7800e+00 1.0210e+01 1.0659e+01 1.0673e+01 1.1170e+01 1.1699e+01 1.2259e+01 1.2848e+01 1.3465e+01 1.4109e+01 1.4778e+01 1.5471e+01 1.6185e+01 1.6921e+01 1.7674e+01 1.8445e+01 1.9231e+01 2.0030e+01 2.0841e+01 2.1661e+01 2.2489e+01 2.3323e+01 2.4160e+01 2.5000e+01 -Actuator.JoukowskyDisk.rpm = 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0000e+00 5.0861e+00 5.1954e+00 5.2765e+00 5.3290e+00 5.3529e+00 5.3577e+00 5.3912e+00 5.4532e+00 5.5437e+00 5.6625e+00 5.8092e+00 5.9836e+00 6.1851e+00 6.4135e+00 6.6681e+00 6.9483e+00 7.2535e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 7.4992e+00 -Actuator.JoukowskyDisk.rotor_diameter = 240.0 -Actuator.JoukowskyDisk.hub_height = 150.0 -Actuator.JoukowskyDisk.output_frequency = 100 -Actuator.JoukowskyDisk.diameters_to_sample = 1.0 -Actuator.JoukowskyDisk.num_points_r = 40 -Actuator.JoukowskyDisk.num_points_t = 5 -Actuator.JoukowskyDisk.num_blades = 3 -Actuator.JoukowskyDisk.use_tip_correction = true -Actuator.JoukowskyDisk.use_root_correction = true -Actuator.JoukowskyDisk.epsilon = 5.0 -Actuator.JoukowskyDisk.vortex_core_size = 24.0 - Actuator.UniformCtDisk.yaw = 240.0 +Actuator.labels = T00 T01 + Actuator.T00.base_position = 2000.0 2000.0 0.0 Actuator.T01.base_position = 2500.0 2500.0 0.0 diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/batch_script.sh b/example_case_folders/07_floris_standin_and_solar_pysam/batch_script.sh old mode 100644 new mode 100755 similarity index 71% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/batch_script.sh rename to example_case_folders/07_floris_standin_and_solar_pysam/batch_script.sh index c949ff14..6b3871fc --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/batch_script.sh +++ b/example_case_folders/07_floris_standin_and_solar_pysam/batch_script.sh @@ -22,13 +22,14 @@ mkdir -p outputs helics_broker -t zmq -f 2 --loglevel="debug" --local_port=$HELICS_PORT & # For debugging add --consoleloglevel=trace -# Start the amr_standin -echo "Starting amr stand-in" -python3 hercules_runscript_amr_standin.py amr_input.inp >> outputs/logstandin.log 2>&1 & - # Start the controller center and pass in input file echo "Starting hercules" -python3 hercules_runscript.py hercules_input_000.yaml >> outputs/loghercules.log 2>&1 +# python3 hercules_runscript.py hercules_input_000.yaml >> outputs/loghercules.log 2>&1 & +python3 hercules_runscript.py hercules_controller_input_000.yaml >> outputs/loghercules.log 2>&1 & + +# Start the floris standin +echo "Starting floris" +python3 floris_runscript.py amr_input.inp >> outputs/logfloris.log 2>&1 # If everything is successful echo "Finished running hercules" diff --git a/example_case_folders/07_floris_standin_and_solar_pysam/floris_runscript.py b/example_case_folders/07_floris_standin_and_solar_pysam/floris_runscript.py new file mode 100644 index 00000000..7fcdae89 --- /dev/null +++ b/example_case_folders/07_floris_standin_and_solar_pysam/floris_runscript.py @@ -0,0 +1,15 @@ +import sys + +from hercules.floris_standin import launch_floris + +# Check that one command line argument was given +if len(sys.argv) != 2: + raise Exception("Usage: python floris_runscript.py ") + +# # Get the first command line argument +# This is the name of the file to read +amr_input_file = sys.argv[1] +print(f"Running FLORIS standin with input file: {amr_input_file}") + + +launch_floris(amr_input_file) diff --git a/example_case_folders/07_floris_standin_and_solar_pysam/hercules_controller_input_000.yaml b/example_case_folders/07_floris_standin_and_solar_pysam/hercules_controller_input_000.yaml new file mode 100644 index 00000000..0911c8a4 --- /dev/null +++ b/example_case_folders/07_floris_standin_and_solar_pysam/hercules_controller_input_000.yaml @@ -0,0 +1,63 @@ +# Input YAML for emy_python + +# Name +name: example_000 + +### +# Describe this emulator setup +description: Floris and Solar PV + +dt: 0.5 + +hercules_comms: + + amr_wind: + + wind_farm_0: + type: amr_wind_local #options are amr_wind or amr_wind_local + amr_wind_input_file: amr_input.inp + + helics: + + config: + name: hercules # What is the purpose of this name + use_dash_frontend: False + KAFKA: False + KAFKA_topics: EMUV1py + helics: + # deltat: 1 # This will be assigned in software + subscription_topics: [status] + publication_topics: [control] + endpoints: [] + helicsport: 32000 + publication_interval: 1 + endpoint_interval: 1 + starttime: 0 + stoptime: 100 # must be at least 2*dt smaller than last timestep in weather file + Agent: ControlCenter + +py_sims: + + solar_farm_0: # The name of py_sim object 1 + + py_sim_type: SolarPySAM + weather_file_name: NonAnnualSimulation-sample_data-interpolated-daytime.csv + system_info_file_name: 100MW_1axis_pvsamv1.json + lat: 39.7442 + lon: -105.1778 + elev: 1829 + + # capacity: 100 # MW + + initial_conditions: + + power: 25 # MW + dni: 1000 + +controller: + +external_data_file: solar_power_reference.csv + + + + diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_input_000.yaml b/example_case_folders/07_floris_standin_and_solar_pysam/hercules_input_000.yaml similarity index 94% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_input_000.yaml rename to example_case_folders/07_floris_standin_and_solar_pysam/hercules_input_000.yaml index 95ac25f1..41ebf58d 100644 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_input_000.yaml +++ b/example_case_folders/07_floris_standin_and_solar_pysam/hercules_input_000.yaml @@ -5,7 +5,7 @@ name: example_000 ### # Describe this emulator setup -description: AMR Wind (Dummy) and Solar PV +description: Floris and Solar PV dt: 0.5 @@ -33,7 +33,7 @@ hercules_comms: publication_interval: 1 endpoint_interval: 1 starttime: 0 - stoptime: 500 + stoptime: 100 Agent: ControlCenter py_sims: diff --git a/example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript.py b/example_case_folders/07_floris_standin_and_solar_pysam/hercules_runscript.py similarity index 100% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/hercules_runscript.py rename to example_case_folders/07_floris_standin_and_solar_pysam/hercules_runscript.py diff --git a/example_case_folders/07_floris_standin_and_solar_pysam/solar_power_reference.csv b/example_case_folders/07_floris_standin_and_solar_pysam/solar_power_reference.csv new file mode 100644 index 00000000..f5c8252a --- /dev/null +++ b/example_case_folders/07_floris_standin_and_solar_pysam/solar_power_reference.csv @@ -0,0 +1,41281 @@ +time,solar_power_reference_mw +0,22.0 +1,21.999000000001665 +2,21.998000000013334 +3,21.997000000045 +4,21.996000000106665 +5,21.995000000208332 +6,21.99400000036 +7,21.993000000571666 +8,21.992000000853334 +9,21.991000001215 +10,21.990000001666665 +11,21.989000002218333 +12,21.98800000288 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index 65% rename from example_case_folders/07_amr_wind_standin_and_solar_pysam/standalone-solar-pysam-example.py rename to example_case_folders/07_floris_standin_and_solar_pysam/standalone-solar-pysam-example.py index 49579b70..fe84d8c7 100644 --- a/example_case_folders/07_amr_wind_standin_and_solar_pysam/standalone-solar-pysam-example.py +++ b/example_case_folders/07_floris_standin_and_solar_pysam/standalone-solar-pysam-example.py @@ -27,13 +27,16 @@ "py_sim_type": SolarPySAM, "weather_file_name": "NonAnnualSimulation-sample_data-interpolated-daytime.csv", "system_info_file_name": "100MW_1axis_pvsamv1.json", - "initial_conditions": {"power": 25, "irradiance": 1000}, + "lat": 39.7442, + "lon": -105.1778, + "elev": 1829, + "initial_conditions": {"power": 25, "dni": 1000}, } dt = 0.5 # s - input file has a dt of 1 min time_start = 0 -time_end = 100 # 11*3600 #[s] NonAnnualSimulation-sample-data contains 24 hrs +time_end = 10 # 100 # 11*3600 #[s] NonAnnualSimulation-sample-data contains 24 hrs # -------- start simulation SPS = SolarPySAM(solar_dict, dt) @@ -46,37 +49,39 @@ def simulate(SPS, time): inputs = { "controller": {"signal": 0}, - "py_sims": {"inputs": {"available_power": 100, "sim_time_s": 0}}, + # "py_sims": {"inputs": {"available_power": 100, "time": 0}}, + "inputs": {"time": 0}, } power = np.zeros(len(time)) - dc_power = np.zeros(len(time)) + + # dc_power = np.zeros(len(time)) aoi = np.zeros(len(time)) irradiance = np.zeros(len(time)) for i in range(len(time)): - inputs["py_sims"]["inputs"]["sim_time_s"] = time[i] + inputs["time"] = time[i] outputs = SPS.step(inputs) - power[i] = outputs["power"] - dc_power[i] = outputs["dc_power"] + power[i] = outputs["power_mw"] + # dc_power[i] = outputs["dc_power_mw"] aoi[i] = outputs["aoi"] - irradiance[i] = outputs["irradiance"] + irradiance[i] = outputs["dni"] - fig, ax = plt.subplots(4, 1, sharex="col") # , figsize=[6,5], dpi=250) + fig, ax = plt.subplots(3, 1, sharex="col") # , figsize=[6,5], dpi=250) ax[0].plot(time / 3600, power, ".-", label="power") ax[0].set_ylabel("ac power") # ax[0].legend() - ax[1].plot(time / 3600, dc_power, ".-", label="dc power") - ax[1].set_ylabel("dc power") + # ax[1].plot(time / 3600, dc_power, ".-", label="dc power") + # ax[1].set_ylabel("dc power") - ax[2].plot(time / 3600, irradiance, ".-", label="irradiance") - ax[2].set_ylabel("irradiance") + ax[1].plot(time / 3600, irradiance, ".-", label="irradiance") + ax[1].set_ylabel("irradiance") # ax[1].legend() - ax[3].plot(time / 3600, aoi, ".-", label="aoi") - ax[3].set_ylabel("aoi") + ax[2].plot(time / 3600, aoi, ".-", label="aoi") + ax[2].set_ylabel("aoi") ax[-1].set_xlabel("time [hr]") plt.show() diff --git a/example_case_folders/07_floris_standin_and_solar_pysam/test_read_output.ipynb b/example_case_folders/07_floris_standin_and_solar_pysam/test_read_output.ipynb new file mode 100644 index 00000000..daa14734 --- /dev/null +++ b/example_case_folders/07_floris_standin_and_solar_pysam/test_read_output.ipynb @@ -0,0 +1,475 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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5 rows × 33 columns

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" + ], + "text/plain": [ + " dt hercules_comms.amr_wind.wind_farm_0.num_turbines \\\n", + "0 0.5 2 \n", + "1 0.5 2 \n", + "2 0.5 2 \n", + "3 0.5 2 \n", + "4 0.5 2 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.rotor_diameter \\\n", + "0 126.0 \n", + "1 126.0 \n", + "2 126.0 \n", + "3 126.0 \n", + "4 126.0 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.turbine_powers.000 \\\n", + "0 0.000000 \n", + "1 1113.523618 \n", + "2 1670.285427 \n", + "3 1948.666332 \n", + "4 2087.856784 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.turbine_powers.001 \\\n", + "0 0.000000 \n", + "1 1110.765699 \n", + "2 1666.148549 \n", + "3 1943.839974 \n", + "4 2082.685686 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.turbine_wind_directions.000 \\\n", + "0 0.0 \n", + "1 240.0 \n", + "2 240.0 \n", + "3 240.0 \n", + "4 240.0 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.turbine_wind_directions.001 \\\n", + "0 0.0 \n", + "1 240.0 \n", + "2 240.0 \n", + "3 240.0 \n", + "4 240.0 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.wind_direction \\\n", + "0 0.0 \n", + "1 240.0 \n", + "2 240.0 \n", + "3 240.0 \n", + "4 240.0 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind \\\n", + "0 0.0 \n", + "1 0.5 \n", + "2 1.0 \n", + "3 1.5 \n", + "4 2.0 \n", + "\n", + " hercules_comms.amr_wind.wind_farm_0.turbine_yaw_angles.000 ... \\\n", + "0 0.0 ... \n", + "1 240.0 ... \n", + "2 240.0 ... \n", + "3 240.0 ... \n", + "4 240.0 ... \n", + "\n", + " py_sims.solar_farm_0.initial_conditions.dni \\\n", + "0 1000 \n", + "1 1000 \n", + "2 1000 \n", + "3 1000 \n", + "4 1000 \n", + "\n", + " py_sims.solar_farm_0.outputs.power_mw py_sims.solar_farm_0.outputs.dni \\\n", + "0 21.9995 331.196045 \n", + "1 21.9990 331.531891 \n", + "2 21.9985 331.867737 \n", + "3 21.9980 332.203583 \n", + "4 21.9975 332.539429 \n", + "\n", + " py_sims.solar_farm_0.outputs.aoi py_sims.inputs.available_power \\\n", + "0 41.479017 0.000000 \n", + "1 41.479017 2224.289317 \n", + "2 41.479017 3336.433976 \n", + "3 41.479017 3892.506305 \n", + "4 41.479017 4170.542470 \n", + "\n", + " py_sims.inputs.sim_time_s external_signals.time \\\n", + "0 0.0 0.5 \n", + "1 0.5 1.0 \n", + "2 1.0 1.5 \n", + "3 1.5 2.0 \n", + "4 2.0 2.5 \n", + "\n", + " external_signals.solar_power_reference_mw time clock_time \n", + "0 21.9995 0.5 2024-04-15 16:51:55.375493 \n", + "1 21.9990 1.0 2024-04-15 16:51:55.480789 \n", + "2 21.9985 1.5 2024-04-15 16:51:55.587946 \n", + "3 21.9980 2.0 2024-04-15 16:51:55.674195 \n", + "4 21.9975 2.5 2024-04-15 16:51:55.762355 \n", + "\n", + "[5 rows x 33 columns]" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Read the output file #\n", + "df = pd.read_csv(\"outputs/hercules_output.csv\", index_col=False)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['dt', 'hercules_comms.amr_wind.wind_farm_0.num_turbines',\n", + " 'hercules_comms.amr_wind.wind_farm_0.rotor_diameter',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_powers.000',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_powers.001',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_wind_directions.000',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_wind_directions.001',\n", + " 'hercules_comms.amr_wind.wind_farm_0.wind_direction',\n", + " 'hercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_yaw_angles.000',\n", + " 'hercules_comms.amr_wind.wind_farm_0.turbine_yaw_angles.001',\n", + " 'hercules_comms.helics.config.use_dash_frontend',\n", + " 'hercules_comms.helics.config.KAFKA',\n", + " 'hercules_comms.helics.config.helics.helicsport',\n", + " 'hercules_comms.helics.config.helics.deltat',\n", + " 'hercules_comms.helics.config.publication_interval',\n", + " 'hercules_comms.helics.config.endpoint_interval',\n", + " 'hercules_comms.helics.config.starttime',\n", + " 'hercules_comms.helics.config.stoptime', 'py_sims.solar_farm_0.lat',\n", + " 'py_sims.solar_farm_0.lon', 'py_sims.solar_farm_0.elev',\n", + " 'py_sims.solar_farm_0.initial_conditions.power',\n", + " 'py_sims.solar_farm_0.initial_conditions.dni',\n", + " 'py_sims.solar_farm_0.outputs.power_mw',\n", + " 'py_sims.solar_farm_0.outputs.dni', 'py_sims.solar_farm_0.outputs.aoi',\n", + " 'py_sims.inputs.available_power', 'py_sims.inputs.sim_time_s',\n", + " 'external_signals.time', 'external_signals.solar_power_reference_mw',\n", + " 'time', 'clock_time'],\n", + " dtype='object')" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'time [hr]')" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# first test solar module outputs\n", + "time = df[\"hercules_comms.amr_wind.wind_farm_0.sim_time_s_amr_wind\"]\n", + "\n", + "if \"external_signals.solar_power_reference_mw\" in df.columns:\n", + " power_setpoint = df[\"external_signals.solar_power_reference_mw\"]\n", + "ac_power = df[\"py_sims.solar_farm_0.outputs.power_mw\"]\n", + "# dc_power = df[\"py_sims.solar_farm_0.outputs.dc_power_mw\"]\n", + "aoi = df[\"py_sims.solar_farm_0.outputs.aoi\"]\n", + "irradiance = df[\"py_sims.solar_farm_0.outputs.dni\"]\n", + "\n", + "fig, ax = plt.subplots(3, 1, sharex=\"col\") # , figsize=[6,5], dpi=250)\n", + "\n", + "if \"external_signals.solar_power_reference_mw\" in df.columns:\n", + " ax[0].plot(time / 3600, power_setpoint, \"-\", linewidth=1, label='setpoint', color=\"C0\")\n", + "ax[0].plot(time / 3600, ac_power, \"--\", label=\"power\", color=\"C1\")\n", + "ax[0].set_ylabel(\"ac power\")\n", + "# ax[0].legend()\n", + "\n", + "# ax[1].plot(time / 3600, dc_power, \".-\", label=\"dc power\")\n", + "# ax[1].set_ylabel(\"dc power\")\n", + "\n", + "ax[1].plot(time / 3600, irradiance, \".-\", label=\"irradiance\")\n", + "ax[1].set_ylabel(\"irradiance\")\n", + "# ax[1].legend()\n", + "\n", + "ax[2].plot(time / 3600, aoi, \".-\", label=\"aoi\")\n", + "ax[2].set_ylabel(\"aoi\")\n", + "ax[-1].set_xlabel(\"time [hr]\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(time / 3600, df[\"hercules_comms.amr_wind.wind_farm_0.turbine_powers.000\"], label=\"WT000\")\n", + "plt.plot(time / 3600, df[\"hercules_comms.amr_wind.wind_farm_0.turbine_powers.001\"], label=\"WT001\")\n", + "plt.plot(time / 3600, df[\"py_sims.solar_farm_0.outputs.power_mw\"]*1000, label=\"solar PV\")\n", + "plt.plot(time / 3600, df[\"py_sims.inputs.available_power\"], label=\"wind power\")\n", + "plt.plot(time / 3600, df[\"py_sims.inputs.available_power\"]+\\\n", + " df[\"py_sims.solar_farm_0.outputs.power_mw\"]*1000, label=\"available power\")\n", + "plt.ylabel(\"Power [kW]\")\n", + "plt.xlabel(\"Time [hr]\")\n", + "plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "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": "3.9.7" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/hercules/emulator.py b/hercules/emulator.py index 13a8711c..b154b31a 100644 --- a/hercules/emulator.py +++ b/hercules/emulator.py @@ -145,9 +145,12 @@ def _read_external_data_file(self, filename): if "time" not in df_ext.columns: raise ValueError("External data file must have a 'time' column") - # Interpolate the external data according to time + # Interpolate the external data according to time. + # Goes to 1 time step past stoptime specified in the input file. times = np.arange( - self.helics_config_dict["starttime"], self.helics_config_dict["stoptime"], self.dt + self.helics_config_dict["starttime"], + self.helics_config_dict["stoptime"]+(2*self.dt), + self.dt ) self.external_data_all["time"] = times for c in df_ext.columns: @@ -174,6 +177,7 @@ def run(self): # if self.absolute_helics_time < self.starttime: # continue # Get any external data + # print('self.external_data_all = ',self.external_data_all) for k in self.external_data_all: self.main_dict["external_signals"][k] = self.external_data_all[k][ self.external_data_all["time"] == self.absolute_helics_time diff --git a/hercules/python_simulators/solar_pysam.py b/hercules/python_simulators/solar_pysam.py index 73c96628..fc682984 100644 --- a/hercules/python_simulators/solar_pysam.py +++ b/hercules/python_simulators/solar_pysam.py @@ -16,7 +16,7 @@ def __init__(self, input_dict, dt): else: # using an input dictionary data = pd.DataFrame.from_dict(input_dict["weather_data_input"]) - print(data) + # print(data) data["Timestamp"] = pd.DatetimeIndex( pd.to_datetime(data["Timestamp"], format="ISO8601", utc=True) ) @@ -50,7 +50,6 @@ def __init__(self, input_dict, dt): self.lon = sys_design["Other"]["lon"] self.tz = data.index[0].utcoffset().total_seconds() / 60 / 60 - # Define needed inputs self.needed_inputs = {} self.data = data self.dt = dt @@ -64,13 +63,32 @@ def __init__(self, input_dict, dt): def return_outputs(self): return { "power_mw": self.power_mw, - "dc_power_mw": self.dc_power_mw, + # "dc_power_mw": self.dc_power_mw, "dni": self.dni, "aoi": self.aoi, } + + def control(self, power_setpoint_mw): + """ + Low-level controller to enforce PV plant power setpoints + Notes: + - Currently applies uniform curtailment to entire plant + - DC power output is not controlled because it is not used elsewhere in the code + + Inputs + - power_setpoint_mw: [MW] the desired total PV plant output + """ + # modify power output based on setpoint + if self.power_mw > power_setpoint_mw: + self.power_mw = power_setpoint_mw + # Keep track of power that could go to charging battery + self.excess_power = self.power_mw - power_setpoint_mw def step(self, inputs): + # print('-------------------') # print('inputs',inputs) + # print('-------------------') + # print('vars(self) = ',vars(self)) # predict power system_model = pvsam.new() @@ -82,12 +100,11 @@ def step(self, inputs): system_model.value(k, v) except Exception: print(k) - #### TODO: Check with Brooke about this "except KeyError" line #### - # Brooke: I got errors with KeyError so changed it to Exception and it's working - # print('model params = ',self.model_params) - print("sim_time_s = ", inputs["py_sims"]["inputs"]["sim_time_s"]) - sim_timestep = int(inputs["py_sims"]["inputs"]["sim_time_s"] / self.dt) + # sim_time_s = inputs["py_sims"]["inputs"]["sim_time_s"] + sim_time_s = inputs["time"] + print("sim_time_s = ", sim_time_s) + sim_timestep = int(sim_time_s / self.dt) print("sim_timestep = ", sim_timestep) data = self.data.iloc[[sim_timestep]] # a single timestep @@ -134,27 +151,31 @@ def step(self, inputs): system_model.execute() out = system_model.Outputs.export() - # if sim_timestep == 0: - # with open("out-example.json", "w") as f: - # json.dump(out, f) - - ac = np.array(out["gen"]) / 1000 # quick fix for issue being fixed by darice - dc = np.array(out["dc_net"]) / 1000 + ac = np.array(out["gen"]) / 1000 # in MW + # dc = np.array(out["dc_net"]) / 1000 self.power_mw = ac[0] # calculating one timestep at a time - self.dc_power_mw = dc[0] + # self.dc_power_mw = dc[0] print("self.power_mw = ", self.power_mw) - print("self.dc_power_mw = ", self.dc_power_mw) + + # print("inputs[external_signals]",inputs["external_signals"]) + if "external_signals" in inputs.keys(): + if "solar_power_reference_mw" in inputs["external_signals"].keys(): + P_setpoint = inputs["external_signals"]["solar_power_reference_mw"] + print('power_setpoint = ',P_setpoint) + + self.control(P_setpoint) + + print('self.power_mw after control = ',self.power_mw) if self.power_mw < 0.0: self.power_mw = 0.0 # NOTE: need to talk about whether to have time step in here or not - # self.irradiance = out["gh"][0] # TODO check that gh is the accurate irradiance output self.dni = out["dn"][0] # direct normal irradiance self.dhi = out["df"][0] # diffuse horizontal irradiance self.ghi = out["gh"][0] # global horizontal irradiance - print("self.dni = ", self.dni) + # print("self.dni = ", self.dni) self.aoi = out["subarray1_aoi"][0] # angle of incidence diff --git a/tests/python_simulators_test/solar_pysam_test.py b/tests/python_simulators_test/solar_pysam_test.py index be4a5b8d..607711d4 100644 --- a/tests/python_simulators_test/solar_pysam_test.py +++ b/tests/python_simulators_test/solar_pysam_test.py @@ -25,7 +25,7 @@ def get_solar_params(): }, "system_info_file_name": path+ - '/../../example_case_folders/07_amr_wind_standin_and_solar_pysam/100MW_1axis_pvsamv1.json', + '/../../example_case_folders/07_floris_standin_and_solar_pysam/100MW_1axis_pvsamv1.json', "lat": 39.7442, "lon": -105.1778, "elev": 1829, @@ -69,28 +69,24 @@ def test_return_outputs(SPS: SolarPySAM): # change PV power predictions and irradiance as if during simulation SPS.power_mw = 800 - SPS.dc_power_mw = 1000 + # SPS.dc_power_mw = 1000 SPS.dni = 900 + SPS.aoi = 0 # check that outputs return the changed PV outputs outputs_sim = SPS.return_outputs() assert outputs_sim["power_mw"] == 800 - assert outputs_sim["dc_power_mw"] == 1000 + # assert outputs_sim["dc_power_mw"] == 1000 assert outputs_sim["dni"] == 900 + assert outputs_sim["aoi"] == 0 def test_step(SPS: SolarPySAM): # testing the `step` function: calculating power based on inputs at first timestep - step_inputs = { - "py_sims": { - "inputs": { - "sim_time_s": 0, - }, - }, - } + step_inputs = {"time": 0} SPS.step(step_inputs) assert_almost_equal(SPS.power_mw, 32.17650018440107, decimal=8) - assert_almost_equal(SPS.dc_power_mw, 33.26240852125279, decimal=8) + # assert_almost_equal(SPS.dc_power_mw, 33.26240852125279, decimal=8) assert_almost_equal(SPS.ghi, 68.23037719726561, decimal=8) From 7f2d024845ac90899793f6c91314f62bc01d0f02 Mon Sep 17 00:00:00 2001 From: Genevieve Starke Date: Tue, 16 Apr 2024 16:24:30 -0600 Subject: [PATCH 3/3] Fix bug in documentation build --- .github/workflows/deploy-pages.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/deploy-pages.yaml b/.github/workflows/deploy-pages.yaml index 466ca733..2e6edfb2 100644 --- a/.github/workflows/deploy-pages.yaml +++ b/.github/workflows/deploy-pages.yaml @@ -29,7 +29,7 @@ jobs: mkdir -vp docs/examples cp -v example_case_folders/05_floris_wind_standin_and_electrolyzer/README.md docs/examples/05_floris_wind_standin_and_electrolyzer.md cp -v example_case_folders/06_amr_wind_standin_and_battery/README.md docs/examples/06_amr_wind_standin_and_battery.md - cp -v example_case_folders/07_amr_wind_standin_and_solar_pysam/README.md docs/examples/07_amr_wind_standin_and_solar_pysam.md + cp -v example_case_folders/07_floris_wind_standin_and_solar_pysam/README.md docs/examples/07_floris_wind_standin_and_solar_pysam.md ls -l docs/examples # Build the book